[go: up one dir, main page]

CN113810325B - A multi-antenna OTFS modulation method and system based on spatial modulation - Google Patents

A multi-antenna OTFS modulation method and system based on spatial modulation Download PDF

Info

Publication number
CN113810325B
CN113810325B CN202110918843.XA CN202110918843A CN113810325B CN 113810325 B CN113810325 B CN 113810325B CN 202110918843 A CN202110918843 A CN 202110918843A CN 113810325 B CN113810325 B CN 113810325B
Authority
CN
China
Prior art keywords
sequence
antenna
otfs
time
symbol
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN202110918843.XA
Other languages
Chinese (zh)
Other versions
CN113810325A (en
Inventor
张春琼
冯丹
刘孟孟
白宝明
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Xidian University
Original Assignee
Xidian University
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Xidian University filed Critical Xidian University
Priority to CN202110918843.XA priority Critical patent/CN113810325B/en
Publication of CN113810325A publication Critical patent/CN113810325A/en
Application granted granted Critical
Publication of CN113810325B publication Critical patent/CN113810325B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L27/00Modulated-carrier systems
    • H04L27/26Systems using multi-frequency codes
    • H04L27/2601Multicarrier modulation systems
    • H04L27/2626Arrangements specific to the transmitter only
    • H04L27/2627Modulators
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B7/00Radio transmission systems, i.e. using radiation field
    • H04B7/02Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
    • H04B7/04Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
    • H04B7/06Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station
    • H04B7/0613Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission
    • H04B7/068Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission using space frequency diversity
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L27/00Modulated-carrier systems
    • H04L27/26Systems using multi-frequency codes
    • H04L27/2601Multicarrier modulation systems
    • H04L27/2647Arrangements specific to the receiver only
    • H04L27/2655Synchronisation arrangements
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L27/00Modulated-carrier systems
    • H04L27/26Systems using multi-frequency codes
    • H04L27/2601Multicarrier modulation systems
    • H04L27/2647Arrangements specific to the receiver only
    • H04L27/2655Synchronisation arrangements
    • H04L27/2689Link with other circuits, i.e. special connections between synchronisation arrangements and other circuits for achieving synchronisation
    • H04L27/2691Link with other circuits, i.e. special connections between synchronisation arrangements and other circuits for achieving synchronisation involving interference determination or cancellation
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D30/00Reducing energy consumption in communication networks
    • Y02D30/70Reducing energy consumption in communication networks in wireless communication networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Radio Transmission System (AREA)

Abstract

The invention discloses a multi-antenna OTFS (optical transmission system) modulation method and a system based on spatial modulation, wherein the method comprises the following steps: carrying out spatial modulation on an original information sequence to be transmitted to obtain a modulated symbol sequence and a transmitting antenna index sequence; arranging the symbol sequence of each transmitting antenna into a time delay-Doppler domain signal matrix to obtain an OTFS symbol block, and transforming the OTFS symbol block into a time domain signal matrix; performing time domain channel transmission on the time domain signal matrix according to the sending antenna index sequence; performing OTFS demodulation on the time domain signal matrix at a receiving end, and recovering the time domain signal matrix into a symbol matrix on a delay-Doppler domain; and carrying out maximum likelihood detection on the symbol matrix recovered on each time slot by combining the antenna index sequence and the modulated symbol sequence, and recovering the original information sequence. According to the invention, only one sending antenna is activated in each time slot to transmit data information, so that the problems of mutual interference and synchronization among the antennas can be effectively avoided, and the complexity of a multi-antenna system receiver can be reduced.

Description

一种基于空间调制的多天线OTFS调制方法和系统A multi-antenna OTFS modulation method and system based on spatial modulation

技术领域technical field

本发明属于通信技术领域,具体涉及一种基于空间调制的多天线OTFS调制方法和系统。The invention belongs to the technical field of communication, and in particular relates to a multi-antenna OTFS modulation method and system based on spatial modulation.

背景技术Background technique

对于下一代无线系统,如后5G和6G,如何获得高可靠性和高吞吐量的数据传输已经成为多载波信号传输方案设计的热点问题。这些方案预计有望在高铁通信及车间通信等高速移动场景中的双色散信道中高效传输。正交时频空(Orthogonal Time FrequencySpace,OTFS)调制技术正是针对这种高多普勒信道提出的多载波传输方案。相比目前4G和5G所采用的正交频分复用(Orthogonal Frequency Division Multiplexing,OFDM)方案在时频域上进行信号传输,OTFS采用时延-多普勒域进行信号传输和信号处理,可以捕获实际物理信道中的时移和多普勒偏移,将时变的多径信道变为时延-多普勒域上的时不变信道,且在时延-多普勒域上能有效地估计信道状态信息,简化了信道均衡器的设计。For next-generation wireless systems, such as post-5G and 6G, how to obtain high-reliability and high-throughput data transmission has become a hot issue in the design of multi-carrier signal transmission schemes. These solutions are expected to be efficiently transmitted in dual-dispersion channels in high-speed mobile scenarios such as high-speed rail communication and inter-vehicle communication. Orthogonal Time Frequency Space (OTFS) modulation technology is a multi-carrier transmission scheme proposed for this high Doppler channel. Compared with the Orthogonal Frequency Division Multiplexing (OFDM) scheme currently used in 4G and 5G for signal transmission in the time-frequency domain, OTFS uses the delay-Doppler domain for signal transmission and signal processing. Capture the time shift and Doppler shift in the actual physical channel, turn the time-varying multipath channel into a time-invariant channel in the delay-Doppler domain, and can be effective in the delay-Doppler domain It can estimate the channel state information accurately, which simplifies the design of the channel equalizer.

目前,OTFS技术的发展主要有4大方向:简化OTFS系统结构、降低检测复杂度、多天线OTFS系统性能研究、高效的信道估计算法设计。At present, the development of OTFS technology mainly has four major directions: simplifying the OTFS system structure, reducing the detection complexity, researching the performance of multi-antenna OTFS systems, and designing efficient channel estimation algorithms.

针对MIMO(多入多出)-OTFS系统的研究主要包括M.K.Ramachandran等学者在论文“MIMO-OTFS in high-Doppler fading channels:Signal detection and channelestimation”里对一般MIMO-OTFS系统的输入输出关系的向量化推导以及基于消息传递的低复杂度检测算法的研究。针对特定的MIMO技术和OTFS技术的结合目前还有R.M.Augustine等学者在论文“Space-time coded OTFS modulation in high-Dopplerchannels”里对STC-OTFS系统性能的研究。论文“Space-time coded OTFS modulation inhigh-Doppler channels”将空时码(Space Time code,STC)与OTFS结合,仿真结果表明STC-OTFS可以获得空间、时间以及频率的满分集增益,同时展示了STC-OTFS相比单天线系统具有很好的误比特率性能。然而,满分集的STC-OTFS系统的最大谱效只能是每时隙传输一个符号,频谱效率较低。The research on MIMO (Multiple Input Multiple Output)-OTFS system mainly includes the vector of the input-output relationship of the general MIMO-OTFS system in the paper "MIMO-OTFS in high-Doppler fading channels: Signal detection and channelestimation" by M.K. Ramachandran and other scholars Research on derivation and low-complexity detection algorithm based on message passing. For the combination of specific MIMO technology and OTFS technology, there are also scholars such as R.M.Augustine researching the performance of STC-OTFS system in the paper "Space-time coded OTFS modulation in high-Dopplerchannels". The paper "Space-time coded OTFS modulation in high-Doppler channels" combines Space Time code (STC) with OTFS. The simulation results show that STC-OTFS can obtain full diversity gains in space, time and frequency, and it also shows that STC -OTFS has good bit error rate performance compared to single antenna system. However, the maximum spectral efficiency of the STC-OTFS system with full diversity can only be one symbol per time slot, and the spectral efficiency is low.

发明内容SUMMARY OF THE INVENTION

为了解决现有技术中存在的上述问题,本发明提供了一种基于空间调制的多天线OTFS调制方法和系统。本发明要解决的技术问题通过以下技术方案实现:In order to solve the above problems in the prior art, the present invention provides a multi-antenna OTFS modulation method and system based on spatial modulation. The technical problem to be solved by the present invention is realized by the following technical solutions:

本发明的一个方面提供了一种基于空间调制的多天线OTFS调制方法,包括:One aspect of the present invention provides a multi-antenna OTFS modulation method based on spatial modulation, including:

对需要传输的原始信息序列进行空间调制,获得调制后的符号序列及发送天线索引序列;Perform spatial modulation on the original information sequence to be transmitted to obtain the modulated symbol sequence and transmit antenna index sequence;

将每个发送天线的符号序列排列为时延-多普勒域信号矩阵,获得OTFS符号块并调制为时域信号矩阵;Arrange the symbol sequence of each transmit antenna into a delay-Doppler domain signal matrix, obtain OTFS symbol blocks and modulate them into a time domain signal matrix;

根据所述发送天线索引序列对所述时域信号矩阵进行时域信道传输;performing time-domain channel transmission on the time-domain signal matrix according to the transmit antenna index sequence;

在接收端对每个接收天线上接收的时域信号矩阵进行OTFS解调,恢复为时延-多普勒域上的符号矩阵;At the receiving end, OTFS demodulates the time-domain signal matrix received on each receiving antenna, and restores it to a symbol matrix in the delay-Doppler domain;

对每个时隙上解调恢复的符号矩阵结合天线索引序列和解调后的符号序列进行最大似然检测,恢复原始信息序列。The maximum likelihood detection is performed on the demodulated and restored symbol matrix in each time slot, combined with the antenna index sequence and the demodulated symbol sequence, to restore the original information sequence.

在本发明的一个实施例中,对需要传输的原始信息序列进行空间调制,获得调制后的信息符号序列及发送天线索引序列,包括:In an embodiment of the present invention, spatial modulation is performed on the original information sequence to be transmitted to obtain a modulated information symbol sequence and a transmit antenna index sequence, including:

将需要传输的原始信息序列转换为二元比特序列,并按照每m个比特为一组将所述二元比特序列进行分组,每一组又分离为长度为ms的信号比特向量和长度为ml的空间比特向量,其中,m为调制系统的频谱效率,ml=log2Nt,Nt为发送天线的总数,ms=m-mlConvert the original information sequence to be transmitted into a binary bit sequence, and group the binary bit sequence according to each m bits as a group, and each group is separated into a signal bit vector with a length of m s and a length of Spatial bit vector of m l , where m is the spectral efficiency of the modulation system, m l =log 2 N t , N t is the total number of transmitting antennas, m s =mm l ;

对每个分组中长度为ms的所述信号比特向量进行星座映射,获得星座映射后的符号,进而获得待传输的符号序列;Carry out constellation mapping to the described signal bit vector whose length is m s in each grouping, obtain the symbol after the constellation mapping, and then obtain the symbol sequence to be transmitted;

对每个分组中长度为ml的所述空间比特向量进行天线索引映射,获得发送天线索引,进而获得发送天线索引序列,其中,所述发送天线索引序列用于确定每个时隙被激活的天线,进而确定每个发送天线上的符号序列。Perform antenna index mapping on the space bit vector with a length of ml in each group to obtain a transmit antenna index, and then obtain a transmit antenna index sequence, wherein the transmit antenna index sequence is used to determine the activated data of each time slot. antennas, which in turn determine the sequence of symbols on each transmit antenna.

在本发明的一个实施例中,将每个发送天线的符号序列排列为时延-多普勒域信号矩阵,获得OTFS符号块并将变换为时域信号矩阵,包括:In an embodiment of the present invention, the symbol sequence of each transmit antenna is arranged into a delay-Doppler domain signal matrix, and an OTFS symbol block is obtained and transformed into a time domain signal matrix, including:

设定OTFS调制系统参数:设定子载波个数为M,多载波符号个数为N;Set the OTFS modulation system parameters: set the number of subcarriers to M and the number of multi-carrier symbols to N;

将所述每个发送天线的符号序列排列为M×N的时延-多普勒域信号矩阵,组成OTFS符号块;Arranging the symbol sequence of each transmitting antenna into an M×N delay-Doppler domain signal matrix to form an OTFS symbol block;

将每个发送天线上的OTFS符号块进行ISFFT变换,再进行Heisenberg变换,获得M×N的时域信号矩阵。Perform ISFFT transformation on the OTFS symbol block on each transmit antenna, and then perform Heisenberg transformation to obtain an M×N time-domain signal matrix.

在本发明的一个实施例中,根据所述发送天线索引序列对所述时域信号矩阵进行时域信道传输,包括:In an embodiment of the present invention, performing time-domain channel transmission on the time-domain signal matrix according to the transmit antenna index sequence includes:

通过并串转换将每个发送天线上的M×N时域信号矩阵转换成MN×1的时域信号向量;Convert the M×N time-domain signal matrix on each transmit antenna into an MN×1 time-domain signal vector through parallel-to-serial conversion;

获取发送天线索引并根据所述发送天线索引激活时域信道中对应的天线,以对所述时域信号向量进行传输。Obtaining the transmit antenna index and activating the corresponding antenna in the time domain channel according to the transmit antenna index, so as to transmit the time domain signal vector.

在本发明的一个实施例中,在接收端对每个接收天线上接收的时域信号矩阵进行OTFS解调,恢复为时延-多普勒域上的符号矩阵,包括:In an embodiment of the present invention, the receiving end performs OTFS demodulation on the time-domain signal matrix received on each receiving antenna, and restores it to a symbol matrix in the delay-Doppler domain, including:

对每个接收天线上接收的时域信号向量进行串并转换变成M×N时域信号矩阵;Perform serial-parallel conversion on the time-domain signal vector received on each receiving antenna into an M×N time-domain signal matrix;

对每个接收天线上的M×N时域信号矩阵进行Wigner变换及SFFT变换,从而将各个接收天线的接收信号恢复为M×N时延-多普勒域符号矩阵。Wigner transform and SFFT transform are performed on the M×N time-domain signal matrix on each receiving antenna, so as to restore the received signal of each receiving antenna to an M×N delay-Doppler-domain symbol matrix.

在本发明的一个实施例中,对每个时隙上解调恢复的符号矩阵结合天线索引序列和解调后的符号序列进行最大似然检测,恢复原始信息序列,包括:In an embodiment of the present invention, the maximum likelihood detection is performed on the demodulated and restored symbol matrix in each time slot in combination with the antenna index sequence and the demodulated symbol sequence to restore the original information sequence, including:

对每个接收天线上恢复的M×N时延-多普勒域信号矩阵进行并串转换,转变为时延-多普勒域上的MN×1信号向量;Perform parallel-to-serial conversion on the M×N delay-Doppler domain signal matrix recovered on each receiving antenna, and convert it into an MN×1 signal vector in the delay-Doppler domain;

按照每个时隙上不同接收天线接收的符号组成的符号向量进行天线索引序列和解调后的符号序列的联合最大似然检测,恢复出每个时隙上的传输信息序列,进而恢复出整个原始信息序列。The joint maximum likelihood detection of the antenna index sequence and the demodulated symbol sequence is performed according to the symbol vector composed of symbols received by different receiving antennas on each time slot, and the transmission information sequence on each time slot is recovered, and then the entire original information sequence.

本发明的另一方面提供了一种基于空间调制的多天线OTFS调制系统,包括:Another aspect of the present invention provides a multi-antenna OTFS modulation system based on spatial modulation, comprising:

空间调制模块,用于对需要传输的信息序列进行空间调制,获得调制后的符号序列及发送天线索引序列;The spatial modulation module is used to spatially modulate the information sequence to be transmitted to obtain the modulated symbol sequence and the transmit antenna index sequence;

OTFS调制模块,用于将每个发送天线的符号序列排列为时延-多普勒域信号矩阵,获得OTFS符号块并调制为时域信号矩阵;The OTFS modulation module is used to arrange the symbol sequence of each transmitting antenna into a delay-Doppler domain signal matrix, obtain OTFS symbol blocks and modulate them into a time domain signal matrix;

时域信道模块,用于根据所述发送天线索引序列对所述时域信号矩阵进行时域信道传输;a time-domain channel module, configured to perform time-domain channel transmission on the time-domain signal matrix according to the transmit antenna index sequence;

OTFS解调模块,用于在接收端对每个接收天线上接收的时域信号矩阵进行OTFS解调,恢复为时延-多普勒域上的符号矩阵;The OTFS demodulation module is used at the receiving end to perform OTFS demodulation on the time-domain signal matrix received on each receiving antenna, and restore it to a symbol matrix in the delay-Doppler domain;

信号检测模块,用于对每个时隙上解调恢复的符号矩阵结合天线索引序列和解调后的符号序列进行最大似然检测,恢复原始信息序列。The signal detection module is used for performing maximum likelihood detection on the demodulated and restored symbol matrix combined with the antenna index sequence and the demodulated symbol sequence on each time slot to restore the original information sequence.

在本发明的一个实施例中,所述空间调制模块包括:In an embodiment of the present invention, the spatial modulation module includes:

信号分离单元,用于将需要传输的原始信息序列转换为二元比特序列,并按照每m个比特为一组将所述二元比特序列进行分组,每一组又分离为长度为ms的信号比特向量和长度为ml的空间比特向量,其中,m为调制系统的频谱效率,ml=log2Nt,Nt为发送天线的总数,ms=m-mlThe signal separation unit is used to convert the original information sequence to be transmitted into a binary bit sequence, and group the binary bit sequence according to each m bits as a group, and each group is separated into a length of m s . The signal bit vector and the space bit vector of length m l , where m is the spectral efficiency of the modulation system, m l =log 2 N t , N t is the total number of transmitting antennas, m s =mm l ;

星座映射单元,用于对每个分组中长度为ms的所述信号比特向量进行星座映射,获得星座映射后的符号,进而获得待传输的符号序列;a constellation mapping unit, configured to perform constellation mapping on the signal bit vector with a length of m s in each grouping to obtain a symbol after the constellation mapping, and then obtain a symbol sequence to be transmitted;

天线索引映射单元,用于对每个分组中长度为ml的所述空间比特向量进行天线索引映射,获得发送天线索引,进而获得发送天线索引序列,其中,所述发送天线索引序列用于确定每个时隙被激活的天线,进而确定每个发送天线上的符号序列。an antenna index mapping unit, configured to perform antenna index mapping on the space bit vector with a length of ml in each group, to obtain a transmit antenna index, and then to obtain a transmit antenna index sequence, wherein the transmit antenna index sequence is used to determine The activated antennas for each time slot, in turn, determine the sequence of symbols on each transmit antenna.

在本发明的一个实施例中,所述OTFS调制模块包括:In an embodiment of the present invention, the OTFS modulation module includes:

OTFS符号块生成单元,用于将所述每个发送天线的符号序列排列为M×N的时延-多普勒域信号矩阵,组成OTFS符号块;an OTFS symbol block generation unit, configured to arrange the symbol sequence of each transmitting antenna into an M×N delay-Doppler domain signal matrix to form an OTFS symbol block;

ISFFT变换单元,用于将每个发送天线上的OTFS符号块进行ISFFT变换;The ISFFT transform unit is used to perform ISFFT transform on the OTFS symbol block on each transmit antenna;

Heisenberg变换单元,用于将ISFFT变换后的OTFS符号块进行Heisenberg变换,获得M×N的时域信号矩阵。The Heisenberg transform unit is used to perform Heisenberg transform on the OTFS symbol block transformed by the ISFFT to obtain an M×N time-domain signal matrix.

在本发明的一个实施例中,所述时域信道模块包括:In an embodiment of the present invention, the time domain channel module includes:

并串转换单元,用于将所述M×N的时域信号矩阵转换为MN×1维的时域信号向量;a parallel-serial conversion unit, configured to convert the M×N time-domain signal matrix into an MN×1-dimensional time-domain signal vector;

天线阵列单元,获取发送天线索引并根据所述发送天线索引激活时域信道中对应的天线,以对所述时域信号向量进行传输。The antenna array unit obtains the transmit antenna index and activates the corresponding antenna in the time domain channel according to the transmit antenna index, so as to transmit the time domain signal vector.

与现有技术相比,本发明的有益效果在于:Compared with the prior art, the beneficial effects of the present invention are:

1、本发明基于空间调制的多天线OTFS调制方法,将空间调制技术应用到OTFS调制系统中,利用空间调制的高频谱效率以及对天线的分集增益,通过天线索引携带信息,提高了系统的频谱效率,降低了误比特率,同时也能很好地对抗高多普勒,在高速移动和高频段通信场景中均具有很好的鲁棒性。1. The present invention applies the spatial modulation technology to the OTFS modulation system based on the multi-antenna OTFS modulation method of spatial modulation, utilizes the high spectral efficiency of spatial modulation and the diversity gain to the antenna, carries information through the antenna index, and improves the frequency spectrum of the system. It has high efficiency, reduces the bit error rate, and can also resist high Doppler well, and has good robustness in high-speed mobile and high-frequency communication scenarios.

2、本发明基于空间调制的多天线OTFS调制方法和系统采用激活一根发送天线传输数据信息,能有效避免天线之间的相互干扰和同步问题,且能够降低系统接收机复杂度。2. The multi-antenna OTFS modulation method and system based on spatial modulation of the present invention uses one transmitting antenna to transmit data information, which can effectively avoid mutual interference and synchronization problems between antennas, and can reduce the complexity of the system receiver.

以下将结合附图及实施例对本发明做进一步详细说明。The present invention will be further described in detail below with reference to the accompanying drawings and embodiments.

附图说明Description of drawings

图1是本发明实施例提供的一种基于空间调制的多天线OTFS调制方法的流程图;1 is a flowchart of a multi-antenna OTFS modulation method based on spatial modulation provided by an embodiment of the present invention;

图2是本发明实施例提供的一种基于空间调制的多天线OTFS调制方法的过程示意图;2 is a schematic process diagram of a multi-antenna OTFS modulation method based on spatial modulation provided by an embodiment of the present invention;

图3是本发明实施例提供的一种基于空间调制的多天线OTFS调制方法的空间调制信号空间映射示例图;3 is an example diagram of spatial mapping of a spatial modulation signal of a multi-antenna OTFS modulation method based on spatial modulation provided by an embodiment of the present invention;

图4是本发明实施例提供的一种基于空间调制的多天线OTFS调制系统的模块示意图;4 is a schematic block diagram of a multi-antenna OTFS modulation system based on spatial modulation provided by an embodiment of the present invention;

图5是本发明实施例的方法和现有STC-OTFS方法的仿真结果对比图。FIG. 5 is a comparison diagram of simulation results between the method of the embodiment of the present invention and the existing STC-OTFS method.

具体实施方式Detailed ways

为了进一步阐述本发明为达成预定发明目的所采取的技术手段及功效,以下结合附图及具体实施方式,对依据本发明提出的一种基于空间调制的多天线OTFS调制方法和系统进行详细说明。In order to further illustrate the technical means and effects adopted by the present invention to achieve the predetermined purpose of the invention, a multi-antenna OTFS modulation method and system based on spatial modulation proposed by the present invention will be described in detail below with reference to the accompanying drawings and specific embodiments.

有关本发明的前述及其他技术内容、特点及功效,在以下配合附图的具体实施方式详细说明中即可清楚地呈现。通过具体实施方式的说明,可对本发明为达成预定目的所采取的技术手段及功效进行更加深入且具体地了解,然而所附附图仅是提供参考与说明之用,并非用来对本发明的技术方案加以限制。The foregoing and other technical contents, features and effects of the present invention can be clearly presented in the following detailed description of the specific implementation with the accompanying drawings. Through the description of the specific embodiments, the technical means and effects adopted by the present invention to achieve the predetermined purpose can be more deeply and specifically understood. However, the accompanying drawings are only for reference and description, and are not used for the technical description of the present invention. program is restricted.

应当说明的是,在本文中,诸如第一和第二等之类的关系术语仅仅用来将一个实体或者操作与另一个实体或操作区分开来,而不一定要求或者暗示这些实体或操作之间存在任何这种实际的关系或者顺序。而且,术语“包括”、“包含”或者任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的物品或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括所述要素的物品或者设备中还存在另外的相同要素。It should be noted that, in this document, relational terms such as first and second are used only to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any relationship between these entities or operations. any such actual relationship or sequence exists. Moreover, the terms "comprising", "comprising" or any other variation are intended to encompass a non-exclusive inclusion, whereby an article or device comprising a list of elements includes not only those elements, but also other elements not expressly listed. Without further limitation, an element qualified by the phrase "comprising a..." does not preclude the presence of additional identical elements in the article or device that includes the element.

实施例一Example 1

请参见图1,图1是本发明实施例提供的一种基于空间调制的多天线OTFS调制方法的流程图。该多天线OTFS调制方法包括:Please refer to FIG. 1. FIG. 1 is a flowchart of a multi-antenna OTFS modulation method based on spatial modulation provided by an embodiment of the present invention. The multi-antenna OTFS modulation method includes:

S1:对需要传输的原始信息序列进行空间调制,获得调制后的符号序列及发送天线索引序列。S1: Perform spatial modulation on the original information sequence to be transmitted to obtain the modulated symbol sequence and the transmit antenna index sequence.

具体地,步骤S1包括:Specifically, step S1 includes:

S11:将需要传输的原始信息序列转换为二元比特序列,并按照每m个比特为一组将所述二元比特序列进行分组,每一组又分离为长度为ms的信号比特向量和长度为ml的空间比特向量,其中,m为调制系统的频谱效率,ml=log2Nt,Nt为发送天线的总数,ms=m-mlS11: Convert the original information sequence to be transmitted into a binary bit sequence, and group the binary bit sequence according to each m bits as a group, and each group is separated into a signal bit vector of length m s and A spatial bit vector of length m l , where m is the spectral efficiency of the modulation system, m l =log 2 N t , N t is the total number of transmitting antennas, m s =mm l ;

S12:对每个分组中长度为ms的所述信号比特向量进行星座映射,获得星座映射后的符号,进而获得待传输的符号序列;S12: Perform constellation mapping on the signal bit vector with a length of m s in each group to obtain a constellation-mapped symbol, and then obtain a symbol sequence to be transmitted;

S13:对每个分组中长度为ml的所述空间比特向量进行天线索引映射,获得发送天线索引,进而获得发送天线索引序列,其中,所述发送天线索引序列用于确定每个时隙被激活的天线,进而确定每个发送天线上的符号序列。S13: Perform antenna index mapping on the spatial bit vector of length ml in each packet to obtain a transmit antenna index, and then obtain a transmit antenna index sequence, where the transmit antenna index sequence is used to determine whether each time slot is The active antennas, in turn, determine the sequence of symbols on each transmit antenna.

S2:将每个发送天线的符号序列排列为时延-多普勒域信号矩阵,获得OTFS符号块并调制为时域信号矩阵。S2: Arrange the symbol sequence of each transmit antenna into a delay-Doppler domain signal matrix, obtain an OTFS symbol block and modulate it into a time domain signal matrix.

具体地,步骤S2包括:Specifically, step S2 includes:

S21:设定OTFS调制系统参数:设定子载波个数为M,多载波符号个数为N,一个OTFS符号块是由MN个符号序列构成的M×N矩阵;S21: Set OTFS modulation system parameters: set the number of subcarriers to M, the number of multi-carrier symbols to N, and an OTFS symbol block is an M×N matrix composed of MN symbol sequences;

S22:将所述每个发送天线的符号序列排列为M×N的时延-多普勒域信号矩阵,组成OTFS符号块;S22: Arrange the symbol sequence of each transmitting antenna into an M×N delay-Doppler domain signal matrix to form an OTFS symbol block;

S23:将每个发送天线上的OTFS符号块进行ISFFT变换,再进行Heisenberg变换,获得M×N的时域信号矩阵。S23: Perform ISFFT transformation on the OTFS symbol block on each transmit antenna, and then perform Heisenberg transformation to obtain an M×N time-domain signal matrix.

S3:根据所述发送天线索引序列对所述时域信号矩阵进行时域信道传输。S3: Perform time-domain channel transmission on the time-domain signal matrix according to the transmit antenna index sequence.

具体地,通过并串转换将每个发送天线上的M×N时域信号矩阵转换成MN×1的时域信号向量;根据所述发送天线索引激活时域信道中对应的天线,以对所述时域信号向量进行传输。Specifically, the M×N time-domain signal matrix on each transmit antenna is converted into an MN×1 time-domain signal vector through parallel-serial conversion; the corresponding antenna in the time-domain channel is activated according to the transmit antenna index, so as to The time domain signal vector is used for transmission.

S4:在接收端对每个接收天线上接收的时域信号矩阵进行OTFS解调,恢复为时延-多普勒域上的符号矩阵。S4: Perform OTFS demodulation on the time-domain signal matrix received on each receiving antenna at the receiving end, and restore it to a symbol matrix in the delay-Doppler domain.

具体地,对每个接收天线上接收的时域信号向量进行串并转换变成M×N时域信号矩阵;随后对每个接收天线上的M×N时域信号矩阵进行Wigner变换及SFFT变换,从而将各个接收天线的接收信号恢复为M×N时延-多普勒域符号矩阵。Specifically, serial-to-parallel conversion is performed on the time-domain signal vector received on each receiving antenna into an M×N time-domain signal matrix; then Wigner transform and SFFT transform are performed on the M×N time-domain signal matrix on each receiving antenna. , so that the received signal of each receiving antenna is restored to an M×N delay-Doppler domain symbol matrix.

S5:对每个时隙上解调恢复的符号矩阵结合天线索引序列和解调后的符号序列进行最大似然检测,恢复原始信息序列。S5: Perform maximum likelihood detection on the demodulated and restored symbol matrix in each time slot in combination with the antenna index sequence and the demodulated symbol sequence to restore the original information sequence.

具体地,对每个接收天线上恢复的M×N时延-多普勒域信号矩阵进行并串转换,转变为时延-多普勒域上的MN×1信号向量;随后按照每个时隙上不同接收天线接收的符号组成的符号向量进行天线索引序列和解调后的符号序列的联合最大似然检测,恢复出每个时隙上的传输信息序列,进而恢复出整个信息序列。Specifically, perform parallel-to-serial conversion on the M×N delay-Doppler domain signal matrix recovered on each receiving antenna, and convert it into an MN×1 signal vector in the delay-Doppler domain; The symbol vector composed of symbols received by different receiving antennas on the slot is subjected to joint maximum likelihood detection of the antenna index sequence and the demodulated symbol sequence, and the transmission information sequence on each time slot is recovered, and then the entire information sequence is recovered.

在本实施例中,接收端通过采用最优检测算法——最大似然序列检测,对每个时隙上解调恢复的符号矩阵结合天线索引序列和调制后的符号序列进行最大似然检测,然后进行天线解映射和信号解映射,获得传输的整个信息序列。In this embodiment, the receiving end uses the optimal detection algorithm—maximum likelihood sequence detection to perform maximum likelihood detection on the symbol matrix recovered by demodulation in each time slot, combined with the antenna index sequence and the modulated symbol sequence, Antenna demapping and signal demapping are then performed to obtain the entire information sequence transmitted.

本实施例基于空间调制的多天线OTFS调制方法,将空间调制技术应用到OTFS调制系统中,利用空间调制的高频谱效率以及对天线的分集增益,通过天线索引携带信息,提高了系统的频谱效率,降低了误比特率,同时也能很好地对抗高多普勒,在高速移动和高频段通信场景中均具有很好的鲁棒性。In this embodiment, the multi-antenna OTFS modulation method based on spatial modulation applies the spatial modulation technology to the OTFS modulation system, utilizes the high spectral efficiency of spatial modulation and the diversity gain to the antenna, and carries information through the antenna index, thereby improving the spectral efficiency of the system , reduces the bit error rate, and can also resist high Doppler well, and has good robustness in high-speed mobile and high-frequency communication scenarios.

实施例二Embodiment 2

在上述实施例的基础上,本实施例提供了另一种基于空间调制的多天线OTFS调制方法。请参见图2,本实施例的多天线OTFS调制方法包括:On the basis of the foregoing embodiment, this embodiment provides another multi-antenna OTFS modulation method based on spatial modulation. Referring to FIG. 2 , the multi-antenna OTFS modulation method in this embodiment includes:

(1)给发送天线空间分配所需的空间比特数:设定发送天线总数Nt为2的幂次方,对发送天线总数Nt进行对数运算,获得空间比特数为ml=log2Nt;设定每根发送天线的激活概率是等概的,则一个空间比特向量和一个天线索引形成一一对应的映射。(1) Allocate the required number of space bits to the transmitting antenna space: set the total number of transmitting antennas N t to the power of 2, perform logarithmic operation on the total number of transmitting antennas N t , and obtain the number of space bits as m l =log 2 N t ; it is assumed that the activation probability of each transmit antenna is equal, then a spatial bit vector and an antenna index form a one-to-one mapping.

在本实施例中,设定发送天线总数Nt为2,则空间比特数为ml=log2Nt=1。即空间比特0对应着天线索引1,空间比特1对应着天线索引2。In this embodiment, the total number of transmitting antennas N t is set to be 2, and the number of space bits is m l =log 2 N t =1. That is, space bit 0 corresponds to antenna index 1, and space bit 1 corresponds to antenna index 2.

(2)给信号空间映射分配所需的信号比特数:设定系统需要实现的频谱效率为m=3,利用频谱效率公式,计算信号空间映射所需的比特数ms=m-ml=2。(2) Allocate the required number of signal bits to the signal space mapping: set the spectral efficiency that the system needs to achieve as m=3, and use the spectral efficiency formula to calculate the number of bits required for the signal space mapping m s =mm l =2.

(3)设定OTFS调制模块的参数:设定OTFS调制的子载波个数为M=2,表征时延维度;多载波符号个数为N=2,表征多普勒维度;则一个OTFS符号块由一个包含M×N=4个调制符号的2×2矩阵构成。(3) Set the parameters of the OTFS modulation module: set the number of OTFS modulated subcarriers to M=2, representing the delay dimension; the number of multi-carrier symbols to N=2, representing the Doppler dimension; then an OTFS symbol A block consists of a 2x2 matrix containing MxN=4 modulation symbols.

(4)对待传输的信息序列进行分组:(4) Group the information sequence to be transmitted:

具体地,将需要传输的原始信息序列用二元比特序列表示,然后将所述二元比特序列中每m个比特序列进行分离,即,每一组包括m个比特序列,每一组又分离为长为ms的信号比特向量和长为ml的空间比特向量。Specifically, the original information sequence to be transmitted is represented by a binary bit sequence, and then every m bit sequence in the binary bit sequence is separated, that is, each group includes m bit sequences, and each group is separated is a signal bit vector of length ms and a space bit vector of length ml .

在本实施例中,将所述二元比特向量中每3个比特分为一组,再将该组比特分离为长度为2的信号比特向量和长度为1的空间比特向量,如图2所示。In this embodiment, every 3 bits in the binary bit vector are divided into a group, and then the group of bits is separated into a signal bit vector of length 2 and a space bit vector of length 1, as shown in FIG. 2 . Show.

进一步地,请参见图3,图3是本发明实施例提供的一种基于空间调制的多天线OTFS调制方法的空间调制信号空间映射示例图。具体地,图3给出了一个空间调制的示例,先对二元比特序列进行按照m=3分组,得到各个分组后,将每个分组中的二元比特向量分离为长度为ml=1的天线索引比特和ms=2的信号向量比特,如图中阴影部分,在第一个时隙,将011分离为0和11分别表示天线索引比特和信号向量比特,然后根据映射表将天线索引比特0映射为天线索引1,信号向量比特11映射为复数-1-j。此时在第1个时隙里第一个发送天线被激活,则第一个时隙的发送向量V1表示第一个天线发送信号-1-j,第二个天线发送的值为0。图中x1和x2表示第一个天线和第二个天线上的发送符号序列。Further, please refer to FIG. 3 . FIG. 3 is an example diagram of spatial mapping of a spatial modulation signal of a multi-antenna OTFS modulation method based on spatial modulation provided by an embodiment of the present invention. Specifically, FIG. 3 shows an example of spatial modulation. First, the binary bit sequence is grouped according to m=3, and after each group is obtained, the binary bit vector in each group is separated into a length of m l =1 The antenna index bits and the signal vector bits of m s = 2, as shown in the shaded part in the figure, in the first time slot, 011 is separated into 0 and 11 to represent the antenna index bits and signal vector bits respectively, and then according to the mapping table, the antenna Index bit 0 maps to antenna index 1, and signal vector bit 11 maps to complex number -1-j. At this time, in the first time slot, the first transmit antenna is activated, and the transmit vector V 1 of the first time slot indicates that the first antenna transmits a signal -1-j, and the second antenna transmits a value of 0. In the figure, x 1 and x 2 represent the transmitted symbol sequences on the first antenna and the second antenna.

(5)对分组后的信号比特向量和空间比特向量分别进行映射。(5) Mapping the grouped signal bit vector and the space bit vector respectively.

具体地,将长为2的信号比特向量和长为1的空间比特向量分别进行映射,将信号比特向量经过星座映射方法映射为QPSK(正交相移键控,Quadrature Phase ShiftKeying)星座点,获得星座映射后的符号序列;对每个分组中长度为ml=1的所述空间比特向量进行天线索引映射,获得发送天线索引序列,其中,所述发送天线索引序列用于确定每个时隙被激活的天线,进而确定每个发送天线上的符号序列。Specifically, a signal bit vector with a length of 2 and a space bit vector with a length of 1 are respectively mapped, and the signal bit vector is mapped to a QPSK (Quadrature Phase Shift Keying) constellation point through a constellation mapping method to obtain The symbol sequence after constellation mapping; perform antenna index mapping on the space bit vector with the length of m l =1 in each group to obtain a transmit antenna index sequence, wherein the transmit antenna index sequence is used to determine each time slot The activated antennas in turn determine the sequence of symbols on each transmit antenna.

(6)构造OTFS符号块:将经过星座映射后的每个发送天线的符号序列排列成为一个2×2的时延-多普勒域信号矩阵,即OTFS符号块。(6) Construct an OTFS symbol block: Arrange the symbol sequence of each transmit antenna after constellation mapping into a 2×2 delay-Doppler domain signal matrix, that is, an OTFS symbol block.

(7)OTFS调制:将所述OTFS符号块先是经过ISFFT变换,然后进行Heisenberg变换,得到一个的2×2时域信号矩阵。(7) OTFS modulation: The OTFS symbol block is first subjected to ISFFT transformation and then Heisenberg transformation to obtain a 2×2 time-domain signal matrix.

(8)信道传输:首先通过并串转换将所述2×2时域信号矩阵转换成一个4×1的时域信号向量,然后根据步骤(5)中的发送天线索引确定每个信息符号所对应的发送天线,并激活该发送天线将时域信号发送出去,此时空间比特向量信息蕴含在发送天线的索引中。(8) Channel transmission: First, convert the 2×2 time-domain signal matrix into a 4×1 time-domain signal vector through parallel-serial conversion, and then determine the location of each information symbol according to the transmit antenna index in step (5). The corresponding transmitting antenna is activated, and the time domain signal is sent out. At this time, the spatial bit vector information is contained in the index of the transmitting antenna.

(9)接收天线接收时域信号向量:接收端通过串并转换,把时域接收信号向量变为2×2的时域接收信号矩阵。(9) The receiving antenna receives the time-domain signal vector: the receiving end converts the time-domain received signal vector into a 2×2 time-domain received signal matrix through serial-to-parallel conversion.

(10)OTFS解调:将所述2×2的时域接收信号矩阵先是经过Wigner变换,然后经过SFFT变换,得到时延-多普勒域上的2×2接收信号矩阵。(10) OTFS demodulation: The 2×2 time-domain received signal matrix is first subjected to Wigner transform and then SFFT transform to obtain a 2×2 received signal matrix in the delay-Doppler domain.

(11)时延-多普勒域上的最大似然检测:接收端通过采用最优检测算法——最大似然序列检测,按照每个时隙上不同接收天线接收的符号组成的符号向量进行天线索引序列和解调后的符号序列的联合最大似然检测,恢复出每个时隙上的传输信息序列,进而恢复出整个原始信息序列。(11) Maximum likelihood detection in the delay-Doppler domain: The receiving end adopts the optimal detection algorithm - maximum likelihood sequence detection, and performs the detection according to the symbol vector composed of symbols received by different receiving antennas on each time slot. The joint maximum likelihood detection of the antenna index sequence and the demodulated symbol sequence restores the transmission information sequence on each time slot, and then restores the entire original information sequence.

实施例三Embodiment 3

在上述实施例的基础上,本实施例提供了一种基于空间调制的多天线OTFS调制系统。请参见图4,图4是本发明实施例提供的一种基于空间调制的多天线OTFS调制系统的模块示意图。该信号调制系统包括:On the basis of the foregoing embodiments, this embodiment provides a multi-antenna OTFS modulation system based on spatial modulation. Referring to FIG. 4, FIG. 4 is a schematic block diagram of a multi-antenna OTFS modulation system based on spatial modulation provided by an embodiment of the present invention. The signal modulation system includes:

空间调制模块1,用于对需要传输的信息序列进行空间调制,获得调制后的符号序列及发送天线索引序列;The spatial modulation module 1 is used to perform spatial modulation on the information sequence to be transmitted to obtain the modulated symbol sequence and the transmit antenna index sequence;

OTFS调制模块2,用于将每个发送天线的符号序列排列为时延-多普勒域信号矩阵,获得OTFS符号块并调制为时域信号矩阵;The OTFS modulation module 2 is used for arranging the symbol sequence of each transmitting antenna into a delay-Doppler domain signal matrix, obtaining an OTFS symbol block and modulating it into a time domain signal matrix;

时域信道模块3,用于根据所述发送天线索引序列对所述时域信号矩阵进行时域信道传输;a time-domain channel module 3, configured to perform time-domain channel transmission on the time-domain signal matrix according to the transmit antenna index sequence;

OTFS解调模块4,用于在接收端对每个接收天线上接收的时域信号矩阵进行OTFS解调,恢复为时延-多普勒域上的符号矩阵;The OTFS demodulation module 4 is used at the receiving end to perform OTFS demodulation on the time domain signal matrix received on each receiving antenna, and restore it to a symbol matrix in the delay-Doppler domain;

信号检测模块5,用于对每个时隙上解调恢复的符号矩阵结合天线索引序列和调制后的符号序列进行最大似然检测,恢复原始信息序列。The signal detection module 5 is used for performing maximum likelihood detection on the demodulated and restored symbol matrix in each time slot in combination with the antenna index sequence and the modulated symbol sequence, to restore the original information sequence.

进一步地,本实施例的空间调制模块1包括:Further, the spatial modulation module 1 of this embodiment includes:

信号分离单元,用于将需要传输的原始信息序列转换为二元比特序列,并按照每m个比特为一组将所述二元比特序列进行分组,每一组又分离为长度为ms的信号比特向量和长度为ml的空间比特向量,其中,m为调制系统的频谱效率,ml=log2Nt,Nt为发送天线的总数,ms=m-mlThe signal separation unit is used to convert the original information sequence to be transmitted into a binary bit sequence, and group the binary bit sequence according to each m bits as a group, and each group is separated into a length of m s . The signal bit vector and the space bit vector of length m l , where m is the spectral efficiency of the modulation system, m l =log 2 N t , N t is the total number of transmitting antennas, m s =mm l ;

星座映射单元,用于对每个分组中长度为ms的所述信号比特向量进行星座映射,获得星座映射后的符号序列;a constellation mapping unit, for performing constellation mapping on the signal bit vector with a length of m s in each grouping, to obtain a symbol sequence after the constellation mapping;

天线索引映射单元,用于对每个分组中长度为ml的所述空间比特向量进行天线索引映射,获得发送天线索引序列,其中,所述发送天线索引序列用于确定每个时隙被激活的天线,进而确定每个发送天线上的符号序列。an antenna index mapping unit, configured to perform antenna index mapping on the space bit vector with a length of ml in each group to obtain a transmit antenna index sequence, wherein the transmit antenna index sequence is used to determine that each time slot is activated antennas to determine the sequence of symbols on each transmit antenna.

进一步地,OTFS调制模块2包括OTFS符号块生成单元、ISFFT变换单元和Heisenberg变换单元,其中,OTFS符号块生成单元用于将所述每个发送天线的符号序列排列为M×N的时延-多普勒域信号矩阵,组成OTFS符号块;ISFFT变换单元用于将每个发送天线上的OTFS符号块进行ISFFT变换;Heisenberg变换单元用于将ISFFT变换后的OTFS符号块进行Heisenberg变换,获得M×N的时域信号矩阵。Further, the OTFS modulation module 2 includes an OTFS symbol block generation unit, an ISFFT transform unit and a Heisenberg transform unit, wherein the OTFS symbol block generation unit is used to arrange the symbol sequence of each transmit antenna into an M×N delay- Doppler domain signal matrix to form OTFS symbol blocks; ISFFT transform unit is used to perform ISFFT transform on the OTFS symbol blocks on each transmit antenna; Heisenberg transform unit is used to perform Heisenberg transform on the OTFS symbol blocks after ISFFT transformation to obtain M ×N time-domain signal matrix.

进一步地,本实施例的时域信道模块3包括并串转换单元和天线阵列单元,其中,所述并串转换单元用于将所述M×N的时域信号矩阵转换为MN×1的时域信号向量;所述天线阵列单元用于获取发送天线索引并根据所述发送天线索引激活时域信道中对应的天线,以对所述时域信号向量进行传输。Further, the time-domain channel module 3 in this embodiment includes a parallel-serial conversion unit and an antenna array unit, wherein the parallel-serial conversion unit is used to convert the M×N time-domain signal matrix into an MN×1 time-domain signal matrix. domain signal vector; the antenna array unit is configured to acquire the transmit antenna index and activate the corresponding antenna in the time domain channel according to the transmit antenna index, so as to transmit the time domain signal vector.

本实施例的OTFS调制模块4包括串并转换单元、Wigner变换单元和SFFT变换单元,其中,所述串并转换单元用于将接收的MN×1时域信号向量转换为M×N的时域信号矩阵,其中,M为子载波个数,N为多载波符号个数;所述Wigner变换单元用于将M×N的时域信号矩阵变换为时频域上的信号矩阵;所述SFFT变换单元用于将时频域上的信号矩阵变换为时延-多普勒域上的符号矩阵。The OTFS modulation module 4 in this embodiment includes a serial-to-parallel conversion unit, a Wigner conversion unit, and an SFFT conversion unit, wherein the serial-to-parallel conversion unit is used to convert the received MN×1 time-domain signal vector into an M×N time-domain signal matrix, where M is the number of subcarriers, and N is the number of multi-carrier symbols; the Wigner transform unit is used to transform the M×N time-domain signal matrix into a signal matrix in the time-frequency domain; the SFFT transform The unit is used to transform a signal matrix in the time-frequency domain into a symbol matrix in the delay-Doppler domain.

进一步地,信号检测模块5包括信号转换单元和最大似然检测单元,其中,所述信号转换单元用于对每个接收天线上恢复的M×N时延-多普勒域信号矩阵进行并串转换,转变为时延-多普勒域上的MN×1信号向量;所述最大似然检测单元用于按照每个时隙上不同接收天线接收的符号组成的符号向量进行天线索引序列和调制后的符号序列的联合最大似然检测,恢复出每个时隙上的传输信息序列,进而恢复出整个原始信息序列。Further, the signal detection module 5 includes a signal conversion unit and a maximum likelihood detection unit, wherein the signal conversion unit is used to perform parallel-serialization on the M×N delay-Doppler domain signal matrix recovered on each receiving antenna. Converted into an MN×1 signal vector in the delay-Doppler domain; the maximum likelihood detection unit is used to perform antenna index sequence and modulation according to the symbol vector composed of symbols received by different receiving antennas on each time slot After joint maximum likelihood detection of the symbol sequence, the transmission information sequence on each time slot is recovered, and then the entire original information sequence is recovered.

本实施例基于空间调制的多天线OTFS调制系统,将空间调制技术应用到OTFS调制系统中,利用空间调制的高频谱效率以及对天线的分集增益,通过天线索引携带信息,提高了系统的频谱效率,降低了误比特率,同时也能很好地对抗高多普勒,在高速移动和高频段通信场景中均具有很好的鲁棒性。该系统采用激活一根发送天线传输数据信息,能有效避免天线之间的相互干扰和同步问题,且能够降低系统检测复杂度。This embodiment is based on a multi-antenna OTFS modulation system based on spatial modulation, applies spatial modulation technology to the OTFS modulation system, utilizes the high spectral efficiency of spatial modulation and the diversity gain for antennas, and carries information through antenna indices, thereby improving the spectral efficiency of the system , reduces the bit error rate, and can also resist high Doppler well, and has good robustness in high-speed mobile and high-frequency communication scenarios. The system uses one transmitting antenna to transmit data information, which can effectively avoid mutual interference and synchronization problems between antennas, and can reduce the complexity of system detection.

以下结合仿真实验对本发明实施例基于SM-OTFS的信号调制方法和系统的技术效果进行说明:The technical effects of the SM-OTFS-based signal modulation method and system in the embodiment of the present invention are described below in conjunction with simulation experiments:

1、仿真条件和内容:1. Simulation conditions and content:

本发明实施例利用Visual Studio2013参照表1中的仿真参数,在windows10系统下对现有的STC-OTFS方法和本发明实施例的方法进行传输误比特率对比仿真,其中,信号比特向量与调制星座点映射关系如表2,空间比特向量与天线索引映射关系如表3所示,其结果如图5所示:The embodiment of the present invention uses Visual Studio 2013 to refer to the simulation parameters in Table 1, and compares and simulates the transmission bit error rate between the existing STC-OTFS method and the method of the embodiment of the present invention under the Windows 10 system, wherein the signal bit vector and the modulation constellation The point mapping relationship is shown in Table 2, and the mapping relationship between the space bit vector and the antenna index is shown in Table 3. The results are shown in Figure 5:

表1.仿真参数表Table 1. Simulation Parameters Table

参数parameter 数值Numerical value 载波频率(GHz)Carrier frequency (GHz) 44 子载波间隔(kHz)Subcarrier spacing (kHz) 3.753.75 子载波个数MThe number of subcarriers M 22 多载波符号个数NThe number of multi-carrier symbols N 22 多天线配置Multiple Antenna Configurations 2T4R2T4R 星座调制Constellation modulation QPSK、8PSKQPSK, 8PSK 信道估计channel estimation 理想ideal 路径数P=2,(τ<sub>i</sub>,υ<sub>i</sub>)The number of paths P=2, (τ<sub>i</sub>,υ<sub>i</sub>) (0,0),(1,1)(0,0), (1,1) 最大速度(km/h)Maximum speed (km/h) 506.2506.2 接收机receiver 最大似然序列检测Maximum Likelihood Sequence Detection

表2.信号比特向量与调制星座点映射表Table 2. Signal bit vector and modulation constellation point mapping table

二进制信号比特向量binary signal bit vector QPSK调制符号QPSK modulation symbols 0000 +1+j+1+j 0101 -1+j-1+j 1010 +1-j+1-j 1111 -1-j-1-j

表3.空间比特向量与发送天线索引映射表Table 3. Spatial bit vector and transmit antenna index mapping table

二进制空间比特向量binary space bit vector 天线索引Antenna Index 00 11 11 22

2、仿真结果分析:2. Analysis of simulation results:

请参见图5,图5是本发明实施例的方法和现有STC-OTFS方法的仿真结果对比图,其中,横轴表示传输信道的信噪比,纵轴表示每次传输的误比特率。“SM-OTFS-QPSK”线表示本发明实施例的SM-OTFS方法在QPSK调制下的误比特率曲线,“STC-OTFS-8PSK”线表示现有STC-OTFS方法在8PSK调制下的误比特率曲线,“SM-OTFS-8PSK”线表示本发明实施例的SM-OTFS方法在8PSK调制下的误比特率曲线。Please refer to FIG. 5 . FIG. 5 is a comparison diagram of simulation results between the method of the embodiment of the present invention and the existing STC-OTFS method, wherein the horizontal axis represents the signal-to-noise ratio of the transmission channel, and the vertical axis represents the bit error rate of each transmission. The "SM-OTFS-QPSK" line represents the bit error rate curve of the SM-OTFS method of the embodiment of the present invention under QPSK modulation, and the "STC-OTFS-8PSK" line represents the bit error rate of the existing STC-OTFS method under 8PSK modulation The “SM-OTFS-8PSK” line represents the bit error rate curve of the SM-OTFS method according to the embodiment of the present invention under 8PSK modulation.

从图5中可以看到,在2×4的天线配置下,本发明实施例的SM-OTFS方法在QPSK调制和8PSK调制下的谱效率都为每时隙传输3比特。在误比特率为10-4时,本发明实施例的SM-OTFS方法在QPSK调制通信系统相比现有传输方案STC-OTFS-8PSK能获得接近9dB的性能增益。说明在相同天线配置、相同谱效率下,本发明实施例的SM-OTFS方法与现有STC-OTFS方法相比能够降低误比特率,这主要是通过使用更低阶星座映射实现,另外每个时隙只激活一根天线也能让本发明实施例的方法有效避免多天线干扰,获得更好的误比特率性能。It can be seen from FIG. 5 that under the 2×4 antenna configuration, the spectral efficiency of the SM-OTFS method according to the embodiment of the present invention under both QPSK modulation and 8PSK modulation is 3 bits per time slot. When the bit error rate is 10 −4 , the SM-OTFS method according to the embodiment of the present invention can obtain a performance gain close to 9 dB in the QPSK modulation communication system compared with the existing transmission scheme STC-OTFS-8PSK. It is shown that under the same antenna configuration and the same spectral efficiency, the SM-OTFS method according to the embodiment of the present invention can reduce the bit error rate compared with the existing STC-OTFS method, which is mainly achieved by using lower-order constellation mapping, and each Even if only one antenna is activated in a time slot, the method of the embodiment of the present invention can effectively avoid multi-antenna interference and obtain better bit error rate performance.

此外,同样在2×4的天线配置下,本发明实施例的SM-OTFS方法和现有的STC-OTFS方法都采用8PSK星座映射,则本发明实施例的SM-OTFS-8PSK的谱效率为每时隙4比特,而现有STC-OTFS-8PSK传输方法的谱效率为每时隙3比特。从图5中可以看到,本发明实施例的SM-OTFS-8PSK不仅比现有的传输方法STC-OTFS-8PSK的谱效率高,而且SM-OTFS-8PSK的误比特率性能也比STC-OTFS-8PSK的误比特率性能好。In addition, under the same 2×4 antenna configuration, the SM-OTFS method of the embodiment of the present invention and the existing STC-OTFS method both use 8PSK constellation mapping, and the spectral efficiency of the SM-OTFS-8PSK of the embodiment of the present invention is 4 bits per slot, while the spectral efficiency of the existing STC-OTFS-8PSK transmission method is 3 bits per slot. It can be seen from FIG. 5 that the SM-OTFS-8PSK of the embodiment of the present invention not only has higher spectral efficiency than the existing transmission method STC-OTFS-8PSK, but also has a bit error rate performance higher than that of the STC-OTFS-8PSK. The bit error rate performance of OTFS-8PSK is good.

综上,本发明实施例基于空间调制的多天线OTFS调制,将空间调制技术应用到OTFS调制系统中,利用空间调制的高频谱效率以及对天线的分集增益,通过天线索引携带信息,提高了系统的频谱效率,降低了误比特率,同时也能很好地对抗高多普勒,在高速移动和高频段通信场景中均具有很好的鲁棒性。该信号调制方法和系统采用激活一根发送天线传输数据信息,能有效避免天线之间的相互干扰和同步问题,且能够降低系统检测复杂度。To sum up, the embodiment of the present invention applies the spatial modulation technology to the OTFS modulation system based on the multi-antenna OTFS modulation of spatial modulation, utilizes the high spectral efficiency of the spatial modulation and the diversity gain of the antenna, carries information through the antenna index, and improves the system performance. The spectral efficiency is low, the bit error rate is reduced, and it can also resist high Doppler well, and has good robustness in high-speed mobile and high-frequency communication scenarios. The signal modulation method and system employs activating one transmitting antenna to transmit data information, which can effectively avoid mutual interference and synchronization problems between antennas, and can reduce the complexity of system detection.

以上内容是结合具体的优选实施方式对本发明所作的进一步详细说明,不能认定本发明的具体实施只局限于这些说明。对于本发明所属技术领域的普通技术人员来说,在不脱离本发明构思的前提下,还可以做出若干简单推演或替换,都应当视为属于本发明的保护范围。The above content is a further detailed description of the present invention in conjunction with specific preferred embodiments, and it cannot be considered that the specific implementation of the present invention is limited to these descriptions. For those of ordinary skill in the technical field of the present invention, without departing from the concept of the present invention, some simple deductions or substitutions can be made, which should be regarded as belonging to the protection scope of the present invention.

Claims (10)

1.一种基于空间调制的多天线OTFS调制方法,其特征在于,包括:1. a multi-antenna OTFS modulation method based on spatial modulation, is characterized in that, comprises: 对需要传输的原始信息序列进行空间调制,获得调制后的符号序列及发送天线索引序列;Perform spatial modulation on the original information sequence to be transmitted to obtain the modulated symbol sequence and transmit antenna index sequence; 将每个发送天线的符号序列排列为时延-多普勒域信号矩阵,获得OTFS符号块并调制为时域信号矩阵;Arrange the symbol sequence of each transmit antenna into a delay-Doppler domain signal matrix, obtain OTFS symbol blocks and modulate them into a time domain signal matrix; 根据所述发送天线索引序列对所述时域信号矩阵进行时域信道传输;performing time-domain channel transmission on the time-domain signal matrix according to the transmit antenna index sequence; 在接收端对每个接收天线上接收的时域信号矩阵进行OTFS解调,恢复为时延-多普勒域上的符号矩阵;At the receiving end, OTFS demodulates the time-domain signal matrix received on each receiving antenna, and restores it to a symbol matrix in the delay-Doppler domain; 对每个时隙上解调恢复的符号矩阵结合天线索引序列和解调后的符号序列进行最大似然联合检测,恢复原始信息序列。The maximum likelihood joint detection is performed on the demodulated and restored symbol matrix combined with the antenna index sequence and the demodulated symbol sequence on each time slot to restore the original information sequence. 2.根据权利要求1所述的基于空间调制的多天线OTFS调制方法,其特征在于,对需要传输的原始信息序列进行空间调制,获得调制后的信息符号序列及发送天线索引序列,包括:2. The multi-antenna OTFS modulation method based on spatial modulation according to claim 1, is characterized in that, carries out spatial modulation to the original information sequence that needs to transmit, obtains the information symbol sequence after modulation and transmit antenna index sequence, comprising: 将需要传输的原始信息序列转换为二元比特序列,并按照每m个比特为一组将所述二元比特序列进行分组,每一组又分离为长度为ms的信号比特向量和长度为ml的空间比特向量,其中,m为调制系统的频谱效率,ml=log2Nt,Nt为发送天线的总数,ms=m-mlConvert the original information sequence to be transmitted into a binary bit sequence, and group the binary bit sequence according to each m bits as a group, and each group is separated into a signal bit vector with a length of m s and a length of Spatial bit vector of m l , where m is the spectral efficiency of the modulation system, m l =log 2 N t , N t is the total number of transmitting antennas, m s =mm l ; 对每个分组中长度为ms的所述信号比特向量进行星座映射,获得星座映射后的符号,进而获得待传输的符号序列;Carry out constellation mapping to the described signal bit vector whose length is m s in each grouping, obtain the symbol after the constellation mapping, and then obtain the symbol sequence to be transmitted; 对每个分组中长度为ml的所述空间比特向量进行天线索引映射,获得发送天线索引,进而获得天线索引序列,其中,所述发送天线索引序列用于确定每个时隙被激活的天线,进而确定每个发送天线上的符号序列。Perform antenna index mapping on the space bit vector with a length of ml in each group to obtain a transmit antenna index, and then obtain an antenna index sequence, wherein the transmit antenna index sequence is used to determine the activated antenna in each time slot , and then determine the symbol sequence on each transmit antenna. 3.根据权利要求1所述的基于空间调制的多天线OTFS调制方法,其特征在于,将每个发送天线的符号序列排列为时延-多普勒域信号矩阵,获得OTFS符号块并将变换为时域信号矩阵,包括:3. The multi-antenna OTFS modulation method based on spatial modulation according to claim 1, is characterized in that, the symbol sequence of each transmitting antenna is arranged into a time delay-Doppler domain signal matrix, obtains OTFS symbol block and transforms is the time-domain signal matrix, including: 设定OTFS调制系统参数:设定子载波个数为M,多载波符号个数为N;Set the OTFS modulation system parameters: set the number of subcarriers to M and the number of multi-carrier symbols to N; 将所述每个发送天线的符号序列排列为M×N的时延-多普勒域信号矩阵,组成OTFS符号块;Arranging the symbol sequence of each transmitting antenna into an M×N delay-Doppler domain signal matrix to form an OTFS symbol block; 将每个发送天线上的OTFS符号块进行ISFFT变换,再进行Heisenberg变换,获得M×N的时域信号矩阵。Perform ISFFT transformation on the OTFS symbol block on each transmit antenna, and then perform Heisenberg transformation to obtain an M×N time-domain signal matrix. 4.根据权利要求3所述的基于空间调制的多天线OTFS调制方法,其特征在于,根据所述发送天线索引序列对所述时域信号矩阵进行时域信道传输,包括:4. The multi-antenna OTFS modulation method based on spatial modulation according to claim 3, wherein the time-domain channel transmission is performed on the time-domain signal matrix according to the transmit antenna index sequence, comprising: 通过并串转换将每个发送天线上的M×N时域信号矩阵转换成MN×1的时域信号向量;Convert the M×N time-domain signal matrix on each transmit antenna into an MN×1 time-domain signal vector through parallel-to-serial conversion; 获取发送天线索引并根据所述发送天线索引激活时域信道中对应的天线,以对所述时域信号向量进行传输。Obtaining the transmit antenna index and activating the corresponding antenna in the time domain channel according to the transmit antenna index, so as to transmit the time domain signal vector. 5.根据权利要求3所述的基于空间调制的多天线OTFS调制方法,其特征在于,在接收端对每个接收天线上接收的时域信号矩阵进行OTFS解调,恢复为时延-多普勒域上的符号矩阵,包括:5. The multi-antenna OTFS modulation method based on spatial modulation according to claim 3, is characterized in that, at the receiving end, the time domain signal matrix received on each receiving antenna is subjected to OTFS demodulation, and is restored to time delay-Dopp Symbolic matrices over the Le field, including: 对每个接收天线上接收的时域信号向量进行串并转换变成M×N时域信号矩阵;Perform serial-parallel conversion on the time-domain signal vector received on each receiving antenna into an M×N time-domain signal matrix; 对每个接收天线上的M×N时域信号矩阵进行Wigner变换及SFFT变换,从而将各个接收天线的接收信号恢复为M×N时延-多普勒域符号矩阵。Wigner transform and SFFT transform are performed on the M×N time-domain signal matrix on each receiving antenna, so as to restore the received signal of each receiving antenna to an M×N delay-Doppler-domain symbol matrix. 6.根据权利要求5所述的基于空间调制的多天线OTFS调制方法,其特征在于,对每个时隙上解调恢复的符号矩阵结合天线索引序列和解调后的符号序列进行最大似然检测,恢复原始信息序列,包括:6. The multi-antenna OTFS modulation method based on spatial modulation according to claim 5, is characterized in that, carrying out maximum likelihood on the symbol matrix of demodulation recovery on each time slot in combination with the antenna index sequence and the demodulated symbol sequence Detect and restore the original sequence of information, including: 对每个接收天线上恢复的M×N时延-多普勒域信号矩阵进行并串转换,转变为时延-多普勒域上的MN×1信号向量;Perform parallel-to-serial conversion on the M×N delay-Doppler domain signal matrix recovered on each receiving antenna, and convert it into an MN×1 signal vector in the delay-Doppler domain; 按照每个时隙上不同接收天线接收的符号组成的符号向量进行天线索引序列和解调后的符号序列的联合最大似然检测,恢复出每个时隙上的传输信息序列,进而恢复出整个原始信息序列。The joint maximum likelihood detection of the antenna index sequence and the demodulated symbol sequence is performed according to the symbol vector composed of symbols received by different receiving antennas in each time slot, and the transmission information sequence on each time slot is recovered, and then the entire original information sequence. 7.一种基于空间调制的多天线OTFS调制系统,其特征在于,包括:7. a multi-antenna OTFS modulation system based on spatial modulation, is characterized in that, comprises: 空间调制模块,用于对需要传输的信息序列进行空间调制,获得调制后的符号序列及发送天线索引序列;The spatial modulation module is used to spatially modulate the information sequence to be transmitted to obtain the modulated symbol sequence and the transmit antenna index sequence; OTFS调制模块,用于将每个发送天线的符号序列排列为时延-多普勒域信号矩阵,获得OTFS符号块并调制为时域信号矩阵;The OTFS modulation module is used to arrange the symbol sequence of each transmit antenna into a delay-Doppler domain signal matrix, obtain OTFS symbol blocks and modulate them into a time domain signal matrix; 时域信道模块,用于根据所述发送天线索引序列对所述时域信号矩阵进行时域信道传输;a time-domain channel module, configured to perform time-domain channel transmission on the time-domain signal matrix according to the transmit antenna index sequence; OTFS解调模块,用于在接收端对每个接收天线上接收的时域信号矩阵进行OTFS解调,恢复为时延-多普勒域上的符号矩阵;The OTFS demodulation module is used at the receiving end to perform OTFS demodulation on the time-domain signal matrix received on each receiving antenna, and restore it to a symbol matrix in the delay-Doppler domain; 信号检测模块,用于对每个时隙上解调恢复的符号矩阵结合天线索引序列和解调后的符号序列进行最大似然检测,恢复原始信息序列。The signal detection module is used for performing maximum likelihood detection on the demodulated and restored symbol matrix combined with the antenna index sequence and the demodulated symbol sequence on each time slot to restore the original information sequence. 8.根据权利要求7所述的基于空间调制的多天线OTFS调制系统,其特征在于,所述空间调制模块包括:8. The multi-antenna OTFS modulation system based on spatial modulation according to claim 7, wherein the spatial modulation module comprises: 信号分离单元,用于将需要传输的原始信息序列转换为二元比特序列,并按照每m个比特为一组将所述二元比特序列进行分组,每一组又分离为长度为ms的信号比特向量和长度为ml的空间比特向量,其中,m为调制系统的频谱效率,ml=log2Nt,Nt为发送天线的总数,ms=m-mlThe signal separation unit is used to convert the original information sequence to be transmitted into a binary bit sequence, and group the binary bit sequence according to each m bits as a group, and each group is separated into a length of m s . The signal bit vector and the space bit vector of length m l , where m is the spectral efficiency of the modulation system, m l =log 2 N t , N t is the total number of transmitting antennas, m s =mm l ; 星座映射单元,用于对每个分组中长度为ms的所述信号比特向量进行星座映射,获得星座映射后的符号,进而获得待传输符号序列;a constellation mapping unit, configured to perform constellation mapping on the signal bit vector whose length is m s in each group, to obtain a symbol after the constellation mapping, and then obtain a symbol sequence to be transmitted; 天线索引映射单元,用于对每个分组中长度为ml的所述空间比特向量进行天线索引映射,获得发送天线索引,进而获得发送天线索引序列,其中,所述发送天线索引序列用于确定每个时隙被激活的天线,进而确定每个发送天线上的符号序列。an antenna index mapping unit, configured to perform antenna index mapping on the space bit vector with a length of ml in each group, to obtain a transmit antenna index, and then to obtain a transmit antenna index sequence, wherein the transmit antenna index sequence is used to determine The activated antennas for each time slot, in turn, determine the sequence of symbols on each transmit antenna. 9.根据权利要求7所述的基于空间调制的多天线OTFS调制系统,其特征在于,所述OTFS调制模块包括:9. The multi-antenna OTFS modulation system based on spatial modulation according to claim 7, wherein the OTFS modulation module comprises: OTFS符号块生成单元,用于将所述每个发送天线的符号序列排列为M×N的时延-多普勒域信号矩阵,组成OTFS符号块,其中,OTFS调制系统参数为:子载波个数为M,多载波符号个数为N;The OTFS symbol block generation unit is used to arrange the symbol sequence of each transmitting antenna into an M×N delay-Doppler domain signal matrix to form an OTFS symbol block, wherein the OTFS modulation system parameters are: subcarriers The number is M, and the number of multi-carrier symbols is N; ISFFT变换单元,用于将每个发送天线上的OTFS符号块进行ISFFT变换;The ISFFT transform unit is used to perform ISFFT transform on the OTFS symbol block on each transmit antenna; Heisenberg变换单元,用于将ISFFT变换后的OTFS符号块进行Heisenberg变换,获得M×N的时域信号矩阵。The Heisenberg transform unit is used to perform Heisenberg transform on the OTFS symbol block transformed by the ISFFT to obtain an M×N time-domain signal matrix. 10.根据权利要求9所述的基于空间调制的多天线OTFS调制系统,其特征在于,所述时域信道模块包括:10. The multi-antenna OTFS modulation system based on spatial modulation according to claim 9, wherein the time domain channel module comprises: 并串转换单元,用于将所述M×N的时域信号矩阵转换为MN×1维的时域信号向量;a parallel-serial conversion unit, configured to convert the M×N time-domain signal matrix into an MN×1-dimensional time-domain signal vector; 天线阵列单元,用于获取发送天线索引并根据所述发送天线索引激活时域信道中对应的天线,以对所述时域信号向量进行传输。The antenna array unit is configured to acquire the transmit antenna index and activate the corresponding antenna in the time domain channel according to the transmit antenna index, so as to transmit the time domain signal vector.
CN202110918843.XA 2021-08-11 2021-08-11 A multi-antenna OTFS modulation method and system based on spatial modulation Active CN113810325B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202110918843.XA CN113810325B (en) 2021-08-11 2021-08-11 A multi-antenna OTFS modulation method and system based on spatial modulation

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202110918843.XA CN113810325B (en) 2021-08-11 2021-08-11 A multi-antenna OTFS modulation method and system based on spatial modulation

Publications (2)

Publication Number Publication Date
CN113810325A CN113810325A (en) 2021-12-17
CN113810325B true CN113810325B (en) 2022-07-12

Family

ID=78893464

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202110918843.XA Active CN113810325B (en) 2021-08-11 2021-08-11 A multi-antenna OTFS modulation method and system based on spatial modulation

Country Status (1)

Country Link
CN (1) CN113810325B (en)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114553268B (en) * 2022-02-23 2022-12-27 广东工业大学 MIMO-based incoherent LoRa communication system
CN114745246B (en) * 2022-04-06 2023-11-17 山东大学 Working method of orthogonal time-frequency space modulation system based on orthogonal space modulation
CN114944896B (en) * 2022-04-08 2023-10-24 江苏科技大学 An index modulated OTFS communication system and method based on Y-shaped network
CN115051894B (en) * 2022-06-10 2024-02-06 西安电子科技大学 OTFS system symbol detection method based on serial interference elimination
CN115174335B (en) * 2022-07-19 2024-08-13 西安电子科技大学 OTFS safe transmission method based on interleaving replacement mechanism
CN115442189B (en) * 2022-08-23 2024-05-14 成都中科微信息技术研究院有限公司 Multi-antenna channel estimation method, medium and device suitable for time-frequency space domain
CN116192575B (en) * 2022-12-28 2023-09-29 中山大学 A time-domain sparse block LMMSE channel equalization method and system for OTFS-MIMO diversity multiplexing
CN116232837B (en) * 2023-02-28 2025-06-27 江苏科技大学 A communication system and method based on multi-mode in-phase orthogonal index modulation OTFS
KR20250097020A (en) * 2023-12-21 2025-06-30 삼성전자주식회사 Method for generating otfs signals in wireless communication systems and device for generating thereby

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112202479A (en) * 2020-08-19 2021-01-08 北京邮电大学 Low-complexity signal detection method for MIMO-orthogonal time-frequency space system

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2011158496A1 (en) * 2010-06-17 2011-12-22 パナソニック株式会社 Pre-coding method and transmitter
US11184122B2 (en) * 2017-12-04 2021-11-23 Cohere Technologies, Inc. Implementation of orthogonal time frequency space modulation for wireless communications
CN111884975B (en) * 2020-07-17 2021-05-18 北京理工大学 Method and system for index modulation and demodulation based on delay-Doppler domain
CN112929316B (en) * 2021-01-25 2022-08-12 南京邮电大学 Interleaved time-frequency multiple access mode modulation and demodulation method and device based on OTFS modulation

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112202479A (en) * 2020-08-19 2021-01-08 北京邮电大学 Low-complexity signal detection method for MIMO-orthogonal time-frequency space system

Also Published As

Publication number Publication date
CN113810325A (en) 2021-12-17

Similar Documents

Publication Publication Date Title
CN113810325B (en) A multi-antenna OTFS modulation method and system based on spatial modulation
CN111431617B (en) An asymmetric amplitude-limited optical OFDM-IM modulation method for wireless optical communications
CN110391891B (en) OFDM implementation method and system based on two-stage index modulation
CN105591717B (en) The low complex degree detection method of MIMO-OFDM system for carrier index modulation
CN106453190A (en) Multi-user sub-carrier index modulation orthogonal frequency-division multiplexing (SIM-OFDM) transmission method
CN110830089B (en) A spatial frequency index modulation transmission method
CN109347526B (en) IM-OFDM signal processing method for Internet of vehicles
CN101958871A (en) Adaptive free space optical communication (FSO)-orthogonal frequency division multiplexing (OFDM) transmission system and transmission method
CN113098816B (en) System and method for dual-mode three-dimensional OFDM index modulation algorithm
CN108234102A (en) A kind of SM-GFDM systems with low complex degree detection algorithm
CN101355543A (en) Channel Estimation Method for MIMO-SCFDE System Based on Orthogonal Training Sequence
CN101141167B (en) Single carrier frequency domain equalization method and system in DFT-CDMA system
CN111884980A (en) A Generalized Index Modulation Optical OFDM Modulation Method for Wireless Optical Communication
CN115664523A (en) Step-by-step optimized signal mapping method suitable for ACO-OFDM-IM system
CN112636832B (en) Working method of efficient visible light communication system based on carrier index modulation
CN100591065C (en) Differential unitary space-time modulation constellation mapping method in multi-antenna OFDM system
CN102651727A (en) Incoherence detection method used in spatial modulation-orthogonal frequency division multiplexing (SM-OFDM) system of a plurality of antennas
CN110932766B (en) Multi-carrier spatial modulation transmission method for reducing radio frequency switching times
CN109995404A (en) A Differential Modulation and Demodulation Method for Spatial Frequency Domain Modulation
CN1917498B (en) A Phase Compensation Method for Space-Frequency Block Codes to Overcome OFDM Interception Position Drift
CN114301748A (en) System and method for improving multi-dimensional multimode index modulation OFDM diversity order
CN101374127B (en) Receiving method and apparatus for multi-input multi-output OFDM system
CN101719816A (en) Method for realizing low feedback velocity of self-adaptive MIMO-SCFDE system
CN112769463B (en) Orthogonal index modulation method based on diagonal space-frequency codes
Acar et al. Channel estimation for spatial modulation orthogonal frequency division multiplexing systems

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant