CN113708819B - A Novel Reconfigurable Smart Surface-Based Non-Orthogonal Multiple Access Method - Google Patents
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Abstract
Description
技术领域technical field
本发明涉及移动通信系统的多址技术领域,尤其涉及一种基于新型可重构智能表面的非正交多址接入方法。The present invention relates to the technical field of multiple access of mobile communication systems, in particular to a non-orthogonal multiple access method based on a novel reconfigurable smart surface.
背景技术Background technique
近年来,随着第五代移动通信系统(5G)进入商用阶段,第六代移动通信系统(6G)的研发也拉开了序幕。6G将以全覆盖、全频谱、全应用、强安全的形式满足人们日益增长的各类通信需求,潜在的研究方向包括太赫兹通信,人工智能和超大规模MIMO技术等。In recent years, with the fifth-generation mobile communication system (5G) entering the commercial stage, the research and development of the sixth-generation mobile communication system (6G) has also kicked off. 6G will meet people's growing communication needs in the form of full coverage, full spectrum, full application and strong security. Potential research directions include terahertz communication, artificial intelligence and ultra-massive MIMO technology.
现代移动通信的发展揭示了无线信道的随机性和不确定性是影响无线传输质量的关键因素,发射机的无线电波在传输过程中与传输路径上各种物体不可控制的相互作用,导致接收端信号质量降低。可重构智能表面通过人为调整无线信道环境,显著提高了系统的传输性能,为未来无线通信的发展提供了新的思路。可重构智能表面由精心设计的电磁单元规则排列组成,这些电磁单元通常由金属、介质和可调元件构成。通过控制电磁单元中的可调元件,以可编程方式更改反射电磁波的电磁参数,例如相位和幅度。与传统中继通信相比,可重构智能表面可以工作在全双工模式下,具有更高的频谱利用率,且可重构智能表面无需射频(RF)链路,不需要大规模供电,在功耗和部署成本上都将具有优势。传统的可重构智能表面分为反射型智能表面和透射型智能表面,而新型的可重构智能表面在每个单元上可同时反射和透射无线信号。The development of modern mobile communication has revealed that the randomness and uncertainty of the wireless channel are the key factors affecting the quality of wireless transmission. Degraded signal quality. The reconfigurable smart surface significantly improves the transmission performance of the system by artificially adjusting the wireless channel environment, and provides a new idea for the development of future wireless communication. Reconfigurable smart surfaces consist of a regular arrangement of carefully designed electromagnetic cells, which are usually composed of metals, dielectrics, and tunable elements. By controlling the tunable elements in the electromagnetic unit, the electromagnetic parameters of the reflected electromagnetic wave, such as phase and amplitude, can be changed in a programmable way. Compared with traditional relay communication, the reconfigurable smart surface can work in full-duplex mode with higher spectrum utilization, and the reconfigurable smart surface does not require radio frequency (RF) links and does not require large-scale power supply. There will be advantages in both power consumption and deployment costs. Traditional reconfigurable smart surfaces are divided into reflective smart surfaces and transmissive smart surfaces, while new reconfigurable smart surfaces can simultaneously reflect and transmit wireless signals on each unit.
非正交多址接入技术也是一种能提高频谱效率的热点技术。目前该技术主要的四种方案分别为NOMA、MUSA、SCMA和PDMA。其中,NOMA是仅有功率域应用的非正交多址接入技术。其采用的是多个用户信号强度的线性叠加,硬件结构简单,技术性不高,基于串行干扰抵消(SIC)接收机也不复杂,是非正交多址接入技术中最简单的一种,易于与现有通信系统结合。但功率域用户层不宜太多,否则系统复杂性将徒然增加,系统性能将快速下降,所以通常只叠加2个用户。通常,NOMA需工作在用户与基站距离不相等的情况下,以便利用接收功率差进行SIC解调。因此,当不同用户与基站的距离相近时,几乎相等的功率导致误码率急速上升,使NOMA无法工作。Non-orthogonal multiple access technology is also a hot technology that can improve spectral efficiency. At present, the four main schemes of this technology are NOMA, MUSA, SCMA and PDMA. Among them, NOMA is a non-orthogonal multiple access technology only applied in the power domain. It adopts the linear superposition of the signal strength of multiple users, the hardware structure is simple, the technicality is not high, and the receiver based on serial interference cancellation (SIC) is not complicated. It is the simplest kind of non-orthogonal multiple access technology. Easy to integrate with existing communication systems. However, there should not be too many user layers in the power domain, otherwise the system complexity will increase in vain and the system performance will drop rapidly, so usually only two users are superimposed. Usually, NOMA needs to work under the condition that the distance between the user and the base station is unequal, so as to use the received power difference to perform SIC demodulation. Therefore, when the distances between different users and the base station are similar, the almost equal power causes the bit error rate to rise rapidly, making NOMA unable to work.
发明内容SUMMARY OF THE INVENTION
发明目的:为了克服现有技术中存在的不足,本发明提供一种基于新型可重构智能表面的非正交多址接入方法,该发明能够在用户与基站距离相等的情况下构造出适合NOMA传输的无线信道环境,有效降低了接收端的误码率,提高了系统容量。Purpose of the invention: In order to overcome the deficiencies in the prior art, the present invention provides a non-orthogonal multiple access method based on a novel reconfigurable smart surface, which can construct a suitable The wireless channel environment of NOMA transmission effectively reduces the bit error rate of the receiving end and improves the system capacity.
技术方案:为了实现上述发明目的,本发明提供了一种基于新型可重构智能表面的非正交多址接入方法,包括以下步骤,Technical solution: In order to achieve the above purpose of the invention, the present invention provides a non-orthogonal multiple access method based on a novel reconfigurable smart surface, comprising the following steps:
步骤1,基站发送导频并控制新型可重构智能表面依次开启M个单元,同时将新型可重构智能表面的反射和透射系数分别设置为1;Step 1, the base station sends a pilot frequency and controls the new reconfigurable smart surface to turn on M units in sequence, and sets the reflection and transmission coefficients of the new reconfigurable smart surface to 1 respectively;
步骤2,根据发送的导频,依次计算用户A和用户B与基站间经过M个单元反射和透射的信道和并将信道和反馈至基站;Step 2, according to the sent pilot frequency, calculate the channel reflected and transmitted through M units between user A and user B and the base station in turn. and and channel and feedback to the base station;
步骤3,基站依次比较信道和的模的大小,筛选出的单元序号,并将其对应单元存储为集合S;Step 3, the base station compares the channels in turn and the size of the modulo, filter out the unit serial number of , and store its corresponding unit as a set S;
步骤4,基站将集合S以外的单元关闭,并将集合S中单元的反射和透射系数分别设置为和 Step 4, the base station turns off the units other than the set S, and sets the reflection and transmission coefficients of the units in the set S to be and
步骤5,用户A和用户B分别发送信号和至基站;Step 5: User A and User B send signals respectively and to the base station;
步骤6,基站将xB(n)作为噪声,解调xA(n)得到用户A接收信号 Step 6, the base station uses x B (n) as noise, and demodulates x A (n) to obtain the received signal of user A
步骤7,基站抵消xA(n)的干扰后,解调xB(n)得到用户B的接收信号 Step 7, after the base station cancels the interference of x A (n), demodulates x B (n) to obtain the received signal of user B
进一步的,在本发明中:所述步骤2中,用户A在第n个时刻接收到的离散基带等效信号为:Further, in the present invention: in the step 2, the discrete baseband equivalent signal received by user A at the nth moment for:
其中,表示新型可重构智能表面第1个单元与用户A之间第n个时刻的信道,α1(n)为第1个单元在第n个时刻的反射系数,此处α1(n)=1,表示基站与新型可重构智能表面第1个单元之间第n个时刻的信道,xp(n)表示基站在第n个时刻发送的导频信号,wA(n)表示用户A第n个时刻的加性白高斯噪声;in, represents the channel at the nth time between the first unit of the new reconfigurable smart surface and user A, α 1 (n) is the reflection coefficient of the first unit at the nth time, where α 1 (n)= 1, represents the channel at the nth time between the base station and the first unit of the new reconfigurable smart surface, x p (n) represents the pilot signal sent by the base station at the nth time, and w A (n) represents the nth user A additive white Gaussian noise at a time;
由于α1(n)=1,且接收端已知xp(n),可以得到基站与用户A之间经过新型可重构智能表面反射的复合信道为:Since α 1 (n)=1, and x p (n) is known at the receiving end, the composite channel between the base station and user A that is reflected by the new reconfigurable smart surface can be obtained as:
其中,表示基站与用户A之间经过新型可重构智能表面反射的复合信道。in, Represents the composite channel between the base station and user A that is reflected by the new reconfigurable smart surface.
进一步的,在本发明中:所述步骤2中,经过新型可重构智能表面第1个单元的透射,用户B在第n个时刻接收到的离散基带等效信号为:Further, in the present invention: in the step 2, through the transmission of the first unit of the new reconfigurable smart surface, the discrete baseband equivalent signal received by user B at the nth time for:
其中,表示新型可重构智能表面第1个单元与用户B之间第n个时刻的信道,β1(n)为第1个单元在第n个时刻的透射系数,此处β1(n)=1,wB(n)表示用户B第n个时刻的加性白高斯噪声;in, represents the channel at the nth time between the first unit of the new reconfigurable smart surface and user B, β 1 (n) is the transmission coefficient of the first unit at the nth time, where β 1 (n)= 1, w B (n) represents the additive white Gaussian noise of user B at the nth moment;
由于β1(n)=1,且接收端已知xp(n),可以得到基站与用户B之间经过新型可重构智能表面透射的复合信道为:Since β 1 (n)=1, and x p (n) is known at the receiving end, the composite channel transmitted by the new reconfigurable smart surface between the base station and user B can be obtained as:
其中,表示基站与用户B之间经过新型可重构智能表面透射的复合信道。in, Represents the composite channel transmitted between the base station and user B through the new reconfigurable smart surface.
进一步的,在本发明中:所述步骤2中,将新型可重构智能表面的反射和透射系数分别设置为1,在第n时刻,基站控制新型可重构智能表面打开第1个单元,并关闭其它单元,可以得到用户A接收到经过新型可重构智能表面第1个单元反射回来的离散基带等效信号为:Further, in the present invention: in the step 2, the reflection and transmission coefficients of the new reconfigurable smart surface are set to 1 respectively, and at the nth moment, the base station controls the new reconfigurable smart surface to open the first unit, And turn off other units, user A can receive the discrete baseband equivalent signal reflected by the first unit of the new reconfigurable smart surface for:
在接收端进行信道估计,并在所得结果中减去即可得到基站与用户A之间经过新型可重构智能表面反射的复合信道。Channel estimation is performed at the receiver and subtracted from the result The composite channel between the base station and the user A reflected by the new reconfigurable smart surface can be obtained.
进一步的,在本发明中:所述步骤2中,在第n+1时刻,基站控制新型可重构智能表面打开第2个单元,并关闭其它单元,此时用户A接收到经过新型可重构智能表面第2个单元反射回来的离散基带等效信号为:Further, in the present invention: in the step 2, at the n+1th time, the base station controls the new reconfigurable smart surface to open the second unit and close other units. The discrete baseband equivalent signal reflected from the second unit of the smart surface for:
其中,表示新型可重构智能表面第2个单元与用户A之间的信道,α2(n+1)为新型可重构智能表面的第2个单元在第n+1个时刻的反射系数,且α2(n+1)=1,表示基站与新型可重构智能表面第2个单元之间第n+1个时刻的信道,xp(n+1)表示基站在第n+1个时刻发送的导频信号,wA(n+1)表示用户A第n+1个时刻的加性白高斯噪声。in, represents the channel between the second unit of the new reconfigurable smart surface and user A, α 2 (n+1) is the reflection coefficient of the second unit of the new reconfigurable smart surface at the n+1th time, and α 2 (n+1)=1, represents the channel at the n+1th time between the base station and the second unit of the new reconfigurable smart surface, x p (n+1) represents the pilot signal sent by the base station at the n+1th time, w A (n +1) represents the additive white Gaussian noise at the n+1th moment of user A.
进一步的,在本发明中:所述步骤2中,由于α2(n+1)=1,且接收端已知xp(n),可得到基站与用户A之间经过新型可重构智能表面反射的复合信道为:Further, in the present invention: in the step 2, since α 2 (n+1)=1, and x p (n) is known at the receiving end, it can be obtained that a new type of reconfigurable intelligence is passed between the base station and the user A. Surface-reflected composite channel for:
进一步的,在本发明中:所述步骤2中,经过新型可重构智能表面第2个单元的透射,用户B接收到的离散基带等效信号为:Further, in the present invention: in the step 2, through the transmission of the second unit of the new reconfigurable smart surface, the discrete baseband equivalent signal received by user B for:
其中,表示新型可重构智能表面第2个单元与用户B之间的信道,β2(n+1)为新型可重构智能表面的第2个单元在第n+1个时刻的反射系数,且β2(n+1)=1,wB(n+1)表示用户B第n+1个时刻的加性白高斯噪声。in, represents the channel between the second unit of the new reconfigurable smart surface and user B, β 2 (n+1) is the reflection coefficient of the second unit of the new reconfigurable smart surface at the n+1th time, and β 2 (n+1)=1, w B (n+1) represents the additive white Gaussian noise of user B at the n+1 th time.
进一步的,在本发明中:所述步骤2中,由于β2(n+1)=1,且接收端已知xp(n),可得到基站与用户B之间经过新型可重构智能表面透射的复合信道为:Further, in the present invention: in the step 2, since β 2 (n+1)=1, and x p (n) is known at the receiving end, it can be obtained that a new type of reconfigurable intelligence is passed between the base station and user B. Surface Transmissive Composite Channel for:
进一步的,在本发明中:所述步骤6还包括,假设用户与基站之间的直接信道被阻挡,基站在第n个时刻接收到的离散基带等效信号rBS(n)为:Further, in the present invention: the step 6 further includes, assuming that the direct channel between the user and the base station is blocked, the discrete baseband equivalent signal r BS (n) received by the base station at the nth moment is:
进一步的,由于用户A的信道条件较好,基站会先将用户B的信号xB(n)作为噪声,解调用户A的信号xA(n),得到解调后的用户A接收信号 Further, since the channel condition of user A is better, the base station will first use the signal x B (n) of user B as noise, demodulate the signal x A (n) of user A, and obtain the demodulated signal received by user A.
进一步的,在本发明中:所述步骤7还包括,基于SIC技术,基站先抵消用户A产生的干扰后,再解调用户B的数据,即:Further, in the present invention: the step 7 also includes, based on the SIC technology, the base station first cancels the interference generated by the user A, and then demodulates the data of the user B, namely:
其中,yB(n)表示抵消干扰后的用户B的接收信号,表示经过硬判或软判后重新生成的符号,最终得到用户B的接收信号为:where y B (n) represents the received signal of user B after interference cancellation, express The symbol regenerated after hard or soft judgment, and finally the received signal of user B is obtained for:
有益效果:本发明与现有技术相比,其有益效果是:本发明将可重构智能表面和NOMA技术结合,提出了一种新型的无线通信方案,该方案通过对可同时反射和透射的新型可重构智能表面上的反射和透射单元进行选择,在两个用户各自与基站之间的距离相近或相等的特殊情况下,构造出适合NOMA传输的无线信道环境,有效降低了接收端的误码率,提高了系统容量,且计算复杂度低,不需要增加任何额外的器件;除了可同时反射和透射的新型可重构智能表面,本发明的单元选择方法还能够适用于其它种类的可重构智能表面,包括只反射的可重构智能表面、带有部分射频链路(RF)的混合可重构智能表面等。Beneficial effects: Compared with the prior art, the present invention has the following beneficial effects: the present invention combines the reconfigurable smart surface and NOMA technology, and proposes a new wireless communication scheme. The reflection and transmission units on the new reconfigurable smart surface are selected to construct a wireless channel environment suitable for NOMA transmission in the special case that the distances between the two users and the base station are similar or equal, which effectively reduces the error of the receiving end. The code rate increases the system capacity, and the computational complexity is low, and no additional devices need to be added; in addition to the new reconfigurable smart surface that can reflect and transmit at the same time, the cell selection method of the present invention can also be applied to other types of Reconfigurable smart surfaces, including reflection-only reconfigurable smart surfaces, hybrid reconfigurable smart surfaces with partial radio frequency links (RF), and more.
附图说明Description of drawings
图1为本发明提出的基于新型可重构智能表面的非正交多址接入方法的整体流程示意图;1 is a schematic overall flow diagram of a non-orthogonal multiple access method based on a novel reconfigurable smart surface proposed by the present invention;
图2为本发明中新型可重构智能表面的NOMA原理示意图;Fig. 2 is the NOMA principle schematic diagram of the novel reconfigurable smart surface in the present invention;
图3为分别基于传统方法和本发明提出方法下仿真得到的误码率对比图。FIG. 3 is a comparison diagram of bit error rates obtained by simulation based on the traditional method and the method proposed by the present invention respectively.
具体实施方式Detailed ways
下面结合附图对本发明的技术方案做进一步的详细说明:Below in conjunction with accompanying drawing, the technical scheme of the present invention is described in further detail:
本发明可以用许多不同的形式实现,而不应当认为限于这里所述的实施例。相反,提供这些实施例以便使本公开透彻且完整,并且将向本领域技术人员充分表达本发明的范围。The present invention may be embodied in many different forms and should not be considered limited to the embodiments described herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the invention to those skilled in the art.
如图1所示,图1为本发明所述的一种基于新型可重构智能表面的非正交多址接入方法的整体流程示意图,该方法包括以下步骤,As shown in FIG. 1, FIG. 1 is a schematic overall flow diagram of a non-orthogonal multiple access method based on a novel reconfigurable smart surface according to the present invention, and the method includes the following steps:
构建一个新型可重构智能表面辅助的上行窄带通信系统,该系统的基站包括一根天线,新型可重构智能表面包括M个单元,其中每个单元可同时反射和透射基站发送的信号,且第m个单元的反射系数为αm,透射系数为βm,m=1,2,...,M。由于每个单元都是无源的被动反射元件,因此反射系数和透射系数分别满足0≤|αm|≤1,0≤|αm|≤1。Construct a novel reconfigurable smart surface-assisted uplink narrowband communication system, the base station of the system includes an antenna, the new reconfigurable smart surface includes M units, each of which can simultaneously reflect and transmit the signal sent by the base station, and The reflection coefficient of the mth element is α m , the transmission coefficient is β m , m=1,2,...,M. Since each unit is a passive passive reflection element, the reflection coefficient and transmission coefficient satisfy 0≤|α m |≤1, 0≤|α m |≤1, respectively.
具体的,参照图2的示意,在本发明中用户A和用户B均只有1根天线用于接收反射信号,且用户位于新型可重构智能表面的前面,即位于反射区,用户A能够接收经过新型可重构智能表面反射的信号;用户B有1根天线,且用户位于新型可重构智能表面的后面,即位于透射区,用户B能够接收经过新型可重构智能表面透射的信号。由于用户可以同时位于新型可重构智能表面的前后两侧,相比于传统只能反射信号的新型可重构智能表面,新型可重构智能表面扩大了覆盖范围。Specifically, referring to the schematic diagram of FIG. 2 , in the present invention, both user A and user B have only one antenna for receiving the reflected signal, and the user is located in front of the new reconfigurable smart surface, that is, in the reflection area, and user A can receive the reflected signal. The signal reflected by the new reconfigurable smart surface; user B has one antenna, and the user is located behind the new reconfigurable smart surface, that is, in the transmission area, user B can receive the signal transmitted by the new reconfigurable smart surface. Since users can be on both the front and the back of the new reconfigurable smart surface, the new reconfigurable smart surface has expanded coverage compared to traditional new reconfigurable smart surfaces that only reflect signals.
步骤1,基站发送导频并控制新型可重构智能表面依次开启M个单元,同时将新型可重构智能表面的反射和透射系数分别设置为1;其中,开启时单元时每次只开启1个单元。Step 1, the base station sends a pilot frequency and controls the new reconfigurable smart surface to turn on M units in turn, and at the same time sets the reflection and transmission coefficients of the new reconfigurable smart surface to 1 respectively; wherein, when the unit is turned on, only 1 is turned on each time. unit.
假设基站与用户A之间的直接信道被障碍物遮挡,只存在基站经过新型可重构智能表面反射到达用户A的反射信道,并且由于用户B位于新型可重构智能表面的后面,通常只存在基站经过新型可重构智能表面到达用户B的透射信道。经过频率平坦性衰落信道,用户A在第n个时刻接收到的离散基带等效信号为:Assuming that the direct channel between the base station and user A is blocked by obstacles, there is only a reflection channel from the base station to user A through the new reconfigurable smart surface. The base station reaches the transmission channel of user B through the new reconfigurable smart surface. After the frequency flat fading channel, the discrete baseband equivalent signal received by user A at the nth time for:
其中,表示新型可重构智能表面第1个单元与用户A之间第n个时刻的信道,α1(n)为第1个单元在第n个时刻的反射系数,此处α1(n)=1,表示基站与新型可重构智能表面第1个单元之间第n个时刻的信道,xp(n)表示基站在第n个时刻发送的导频信号,wA(n)表示用户A第n个时刻的加性白高斯噪声。in, represents the channel at the nth time between the first unit of the new reconfigurable smart surface and user A, α 1 (n) is the reflection coefficient of the first unit at the nth time, where α 1 (n)= 1, represents the channel at the nth time between the base station and the first unit of the new reconfigurable smart surface, x p (n) represents the pilot signal sent by the base station at the nth time, and w A (n) represents the nth user A additive white Gaussian noise at a time.
假设信道相干时间远大于信道估计和数据传输时间,可认为信道在传输期间保持不变,即信道与时间n无关,因此为了简化表示,在下面的分析中可省略有关信道的时间序号n。由于α1(n)=1,且接收端已知xp(n),可以得到基站与用户A之间经过新型可重构智能表面反射的复合信道为:Assuming that the channel coherence time is much longer than the channel estimation and data transmission time, it can be considered that the channel remains unchanged during transmission, that is, the channel has nothing to do with time n. Therefore, in order to simplify the representation, the time sequence number n of the relevant channel can be omitted in the following analysis. Since α 1 (n)=1, and x p (n) is known at the receiving end, the composite channel between the base station and user A that is reflected by the new reconfigurable smart surface can be obtained as:
其中,表示基站与用户A之间经过新型可重构智能表面反射的复合信道。in, Represents the composite channel between the base station and user A that is reflected by the new reconfigurable smart surface.
同时,经过新型可重构智能表面第1个单元的透射,用户B在第n个时刻接收到的离散基带等效信号为:At the same time, through the transmission of the first unit of the new reconfigurable smart surface, the discrete baseband equivalent signal received by user B at the nth time for:
其中,表示新型可重构智能表面第1个单元与用户B之间第n个时刻的信道,β1(n)为第1个单元在第n个时刻的透射系数,此处β1(n)=1,wB(n)表示用户B第n个时刻的加性白高斯噪声。in, represents the channel at the nth time between the first unit of the new reconfigurable smart surface and user B, β 1 (n) is the transmission coefficient of the first unit at the nth time, where β 1 (n)= 1, w B (n) represents the additive white Gaussian noise of user B at the nth time.
由于β1(n)=1,且接收端已知xp(n),可以得到基站与用户B之间经过新型可重构智能表面透射的复合信道为:Since β 1 (n)=1, and x p (n) is known at the receiving end, the composite channel transmitted by the new reconfigurable smart surface between the base station and user B can be obtained as:
其中,表示基站与用户B之间经过新型可重构智能表面透射的复合信道。in, Represents the composite channel transmitted between the base station and user B through the new reconfigurable smart surface.
进一步的,若基站与用户A之间的直接信道未被遮挡,则先关闭新型可重构智能表面上的所有单元,并估计该直接信道,得到:Further, if the direct channel between the base station and user A is not blocked, all units on the new reconfigurable smart surface are closed first, and the direct channel is estimated to obtain:
rBU(n)=hBUxp(n)+wBU(n)r BU (n)=h BU x p (n)+w BU (n)
其中,rBU(n)表示通过用户A与基站之间的直接信道收到的信号,hBU表示基站与用户A之间的直接信道,wBU(n)表示直接信道的加性白高斯噪声。where r BU (n) represents the signal received through the direct channel between user A and the base station, h BU represents the direct channel between the base station and user A, and w BU (n) represents the additive white Gaussian noise of the direct channel .
由于接收端已知xp(n),可得到该直接信道的估计值为:Since x p (n) is known at the receiving end, the estimated value of the direct channel can be obtained as:
其中,为直接信道的估计值。in, is the estimated value of the direct channel.
进一步的,将新型可重构智能表面的反射和透射系数分别设置为1,在第n时刻,基站控制新型可重构智能表面打开第1个单元,并关闭其它单元,可以得到用户A接收到经过新型可重构智能表面第1个单元反射回来的离散基带等效信号为:Further, the reflection and transmission coefficients of the new reconfigurable smart surface are set to 1 respectively. At the nth moment, the base station controls the new reconfigurable smart surface to turn on the first unit and turn off other units. User A can receive Discrete baseband equivalent signal reflected from the first unit of the new reconfigurable smart surface for:
在接收端进行信道估计,并在所得结果中减去即可得到基站与用户A之间经过新型可重构智能表面反射的复合信道。Channel estimation is performed at the receiver and subtracted from the result The composite channel between the base station and the user A reflected by the new reconfigurable smart surface can be obtained.
进一步的,在第n+1时刻,基站控制新型可重构智能表面打开第2个单元,并关闭其它单元,此时用户A接收到经过新型可重构智能表面第2个单元反射回来的离散基带等效信号为:Further, at the n+1th moment, the base station controls the new reconfigurable smart surface to turn on the second unit and turn off other units. At this time, user A receives the discrete reflected back through the second unit of the new reconfigurable smart surface. Baseband Equivalent Signal for:
其中,表示新型可重构智能表面第2个单元与用户A之间的信道,α2(n+1)为新型可重构智能表面的第2个单元在第n+1个时刻的反射系数,且α2(n+1)=1,表示基站与新型可重构智能表面第2个单元之间第n+1个时刻的信道,xp(n+1)表示基站在第n+1个时刻发送的导频信号,wA(n+1)表示用户A第n+1个时刻的加性白高斯噪声。in, represents the channel between the second unit of the new reconfigurable smart surface and user A, α 2 (n+1) is the reflection coefficient of the second unit of the new reconfigurable smart surface at the n+1th time, and α 2 (n+1)=1, represents the channel at the n+1th time between the base station and the second unit of the new reconfigurable smart surface, x p (n+1) represents the pilot signal sent by the base station at the n+1th time, w A (n +1) represents the additive white Gaussian noise at the n+1th moment of user A.
由于α2(n+1)=1,且接收端已知xp(n+1),可得到基站与用户A之间经过新型可重构智能表面反射的复合信道为:Since α 2 (n+1)=1, and x p (n+1) is known at the receiving end, the composite channel between the base station and user A that is reflected by the new reconfigurable smart surface can be obtained for:
同时,经过新型可重构智能表面第2个单元的透射,用户B接收到的离散基带等效信号为:At the same time, through the transmission of the second unit of the new reconfigurable smart surface, the discrete baseband equivalent signal received by user B for:
其中,表示新型可重构智能表面第2个单元与用户B之间的信道,β2(n+1)为新型可重构智能表面的第2个单元在第n+1个时刻的反射系数,且β2(n+1)=1,wB(n+1)表示用户B第n+1个时刻的加性白高斯噪声。in, represents the channel between the second unit of the new reconfigurable smart surface and user B, β 2 (n+1) is the reflection coefficient of the second unit of the new reconfigurable smart surface at the n+1th time, and β 2 (n+1)=1, w B (n+1) represents the additive white Gaussian noise of user B at the n+1 th time.
由于β2(n+1)=1,且接收端已知xp(n),可得到基站与用户B之间经过新型可重构智能表面透射的复合信道为:Since β 2 (n+1)=1, and x p (n) is known at the receiving end, the composite channel transmitted between the base station and user B through the new reconfigurable smart surface can be obtained for:
步骤2,根据发送的导频,依次计算用户A和用户B与基站间经过M个单元反射和透射的信道和并将信道和反馈至基站;Step 2, according to the sent pilot frequency, calculate the channel reflected and transmitted through M units between user A and user B and the base station in turn. and and channel and feedback to the base station;
具体的,基于步骤1中的方法,接收端最终可以得到基站与用户A之间经过新型可重构智能表面所有单元反射的复合信道估计以及经过新型可重构智能表面所有单元透射的复合信道估计且m=1,2,...,M。接收端将获取到的和全部反馈至基站。Specifically, based on the method in step 1, the receiving end can finally obtain a composite channel estimate between the base station and user A that is reflected by all elements of the new reconfigurable smart surface and composite channel estimates transmitted through all elements of the new reconfigurable smart surface and m=1,2,...,M. The receiver will get and All feedback to the base station.
步骤3,基站依次比较信道和的模的大小,筛选出的单元序号,并将其对应单元存储为集合S;Step 3, the base station compares the channels in turn and the size of the modulo, filter out the unit serial number of , and store its corresponding unit as a set S;
具体的,基站从开始m=1开始,依次比较相同单元下和的模的大小,并筛选出时对应的单元序号,将时应的单元序号存储为集合S。例如,若则S={1,2,8}。Specifically, the base station starts from m=1, and compares the same units in turn. and the size of the modulo, and filter out When the corresponding unit serial number, the The corresponding unit serial number is stored as set S. For example, if Then S={1,2,8}.
步骤4,进行数据传输,此时基站将集合S以外的单元关闭,并将集合S中单元的反射和透射系数分别设置为和其中m∈S;Step 4: Perform data transmission. At this time, the base station closes the units other than the set S, and sets the reflection and transmission coefficients of the units in the set S to be and where m∈S;
具体的,将集合S之外的单元均关闭,集合S中序号对应的单元保持开启,并将这些单元的反射系数αm和透射系数βm分别设置为:Specifically, all units other than the set S are turned off, the units corresponding to the serial numbers in the set S are kept on, and the reflection coefficient α m and transmission coefficient β m of these units are respectively set as:
其中,angle(·)表示取相角操作,j表示虚数单位。Among them, angle(·) represents the operation of taking the phase angle, and j represents the imaginary unit.
步骤5,用户A和用户B分别向基站发送信号和 Step 5: User A and User B send signals to the base station respectively and
由于反射系数和透射系数在数据传输阶段保持不变,因此αm和βm可以忽略时间序号n。用户A和用户B在第n个时刻分别发送信号和其中,PA和PB分别表示用户A和用户B的发送功率,且PA=PB。Since the reflection coefficient and transmission coefficient remain unchanged in the data transmission stage, α m and β m can ignore the time sequence number n. User A and User B respectively send signals at the nth time and Among them, P A and P B represent the transmit power of user A and user B, respectively, and P A =P B .
步骤6,基站将xB(n)作为噪声,解调xA(n)得到用户A接收信号 Step 6, the base station uses x B (n) as noise, and demodulates x A (n) to obtain the received signal of user A
假设用户与基站之间的直接信道被阻挡,基站在第n个时刻接收到的离散基带等效信号rBS(n)为:Assuming that the direct channel between the user and the base station is blocked, the discrete baseband equivalent signal r BS (n) received by the base station at the nth moment is:
进一步的,由于在集合S中的模大于的模,因此用户A的信道条件较好,基站会先将用户B的信号xB(n)作为噪声,解调用户A的信号xA(n),得到解调后的用户A接收信号 Further, since in the set S The modulus is greater than Therefore, the channel condition of user A is better. The base station will first use the signal x B (n) of user B as noise, demodulate the signal x A (n) of user A, and obtain the demodulated signal received by user A.
步骤7,基站抵消xA(n)的干扰后,解调xB(n)得到用户B的接收信号 Step 7, after the base station cancels the interference of x A (n), demodulates x B (n) to obtain the received signal of user B
具体的,采用SIC技术,基站先抵消用户A产生的干扰后,再解调用户B的数据,即:Specifically, using the SIC technology, the base station first cancels the interference generated by user A, and then demodulates the data of user B, that is:
其中,yB(n)表示抵消干扰后的用户B的接收信号,表示经过硬判或软判后重新生成的符号,最终得到用户B的接收信号为:where y B (n) represents the received signal of user B after interference cancellation, express The symbol regenerated after hard or soft judgment, and finally the received signal of user B is obtained for:
为了验证本发明的有益效果,进行如下的仿真实验:构建的新型可重构智能表面包括128个单元,每个单元可同时反射和透射信号,基站距离新型RIS为50米。用户A和用户B分别与新型可重构智能表面距离50米,用户A和用户B的信号发送功率同为30dBm,即:PA=PB=1mW。In order to verify the beneficial effects of the present invention, the following simulation experiments are carried out: the constructed new reconfigurable smart surface includes 128 units, each unit can reflect and transmit signals at the same time, and the base station is 50 meters away from the new RIS. User A and User B are respectively 50 meters away from the new reconfigurable smart surface, and the signal transmission powers of User A and User B are both 30 dBm, namely: P A =P B =1 mW.
假设基站与用户之间直接信道被阻挡,即不存在直接信道,基站与新型可重构智能表面之间以及新型可重构智能表面与用户之间是莱斯信道,莱斯因子为10,路径衰落指数PLE为2.2。参考距离为1米,在参考距离处的路径损耗为-30dB。用户A和B在相同的时频资源上发送QPSK信号,基站统计所有接收数据的误码率。在传统方法下,由于用户A和B距离新型可重构智能表面距离相等,信号的接收功率相近,采用全部单元反射和透射的传统方法误码率较高,几乎无法工作。Assuming that the direct channel between the base station and the user is blocked, that is, there is no direct channel, there are Rice channels between the base station and the new reconfigurable smart surface and between the new reconfigurable smart surface and the user, the Rice factor is 10, and the path The fade index PLE is 2.2. The reference distance is 1 meter and the path loss at the reference distance is -30dB. Users A and B send QPSK signals on the same time-frequency resource, and the base station counts the bit error rates of all received data. Under the traditional method, since users A and B are at the same distance from the new reconfigurable smart surface and the received power of the signal is similar, the traditional method using all unit reflection and transmission has a high bit error rate and can hardly work.
而基于本发明提出的基于新型可重构智能表面的非正交多址接入方法,通过对单元的选择,使用户A的信道优于用户B的信道,构造出适合NOMA的传播环境,随着噪声方差减小,极大地降低了误码率,保证了传输的可靠性。参照图3的示意,为分别基于传统方法和本发明提出方法下仿真得到的误码率(BER)对比示意图。On the other hand, based on the non-orthogonal multiple access method based on the novel reconfigurable smart surface proposed by the present invention, through the selection of units, the channel of user A is better than the channel of user B, and a propagation environment suitable for NOMA is constructed. The noise variance is reduced, which greatly reduces the bit error rate and ensures the reliability of transmission. Referring to the schematic diagram of FIG. 3 , it is a schematic diagram of comparing bit error rates (BER) obtained by simulation based on the traditional method and the method proposed by the present invention respectively.
应说明的是,以上所述实施例仅表达了本发明的部分实施方式,其描述并不能理解为对本发明专利范围的限制。应当指出的是,对于本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,还可以做出若干改进,这些均应落入本发明的保护范围。It should be noted that the above-mentioned embodiments only represent some embodiments of the present invention, and the description thereof should not be construed as limiting the patent scope of the present invention. It should be pointed out that for those skilled in the art, without departing from the concept of the present invention, several improvements can be made, which should fall within the protection scope of the present invention.
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