CN115189785B - Method, system and equipment for verifying Doppler spread of channel - Google Patents
Method, system and equipment for verifying Doppler spread of channel Download PDFInfo
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Abstract
Description
【技术领域】【Technical field】
本发明涉及通信领域,尤其涉及一种信道的多普勒扩展验证方法、系统及设备。The invention relates to the field of communications, and in particular to a channel Doppler spread verification method, system and equipment.
【背景技术】【Background technique】
在无线通信技术中,基站与终端之间通过信道进行信息交互与数据传输。在评估基站与终端之间的信道性能时,往往根据相关信道参数对信道进行仿真测试来确定信道的性能。在现有技术中,通常采用多输入输出空中下载技术(Multiple Input MultipleOutput Over The Air,MIMO OTA)测试系统来对信道模型进行验证及测试。具体的,测试内容包括:时延功率谱验证、多普勒扩展验证、空间相关性验证和交叉极化比验证。其中,在进行多普勒扩展验证时,往往采用主观判断的方式来确定多普勒扩展是否符合理论要求,因此容易出现主观判断失误等情况导致的多普勒扩展验证不准确。In wireless communication technology, information interaction and data transmission are carried out between base stations and terminals through channels. When evaluating the channel performance between the base station and the terminal, the channel is often simulated and tested based on relevant channel parameters to determine the channel performance. In the existing technology, a multiple input multiple output over the air technology (Multiple Input Multiple Output Over The Air, MIMO OTA) test system is usually used to verify and test the channel model. Specifically, the test content includes: delay power spectrum verification, Doppler expansion verification, spatial correlation verification and cross-polarization ratio verification. Among them, when performing Doppler expansion verification, subjective judgment is often used to determine whether the Doppler expansion meets the theoretical requirements. Therefore, it is easy to cause inaccurate Doppler expansion verification caused by errors in subjective judgment.
【发明内容】[Content of the invention]
为了解决上述问题,本发明实施例提供了一种信道的多普勒扩展验证方法,通过对第一信号的频谱特征和时间相关性特征进行计算验证,来确定发送第一信号的第一信道是否通过多普勒扩展验证。In order to solve the above problem, an embodiment of the present invention provides a channel Doppler spread verification method, which determines whether the first channel transmitting the first signal is by calculating and verifying the spectrum characteristics and time correlation characteristics of the first signal. Verified by Doppler expansion.
第一方面,本发明实施例提供了一种信道的多普勒扩展验证方法,包括:In a first aspect, an embodiment of the present invention provides a channel Doppler spread verification method, which includes:
获取第一信号的频谱信息,所述第一信号由第一信道发送;Obtain spectrum information of the first signal, the first signal being sent by the first channel;
确定所述第一信号是否满足预设频谱特征;Determine whether the first signal satisfies preset spectrum characteristics;
如果所述第一信号满足所述预设频谱特征,则确定所述第一信号是否满足预设时间相关性特征;If the first signal satisfies the preset spectrum characteristics, determine whether the first signal satisfies the preset time correlation characteristics;
如果所述第一信号满足预设时间相关性特征,则确定所述第一信道通过多普勒扩展验证。If the first signal satisfies the preset time correlation characteristics, it is determined that the first channel passes the Doppler spread verification.
本发明实施例中,首先根据第一信号的频谱信息对频谱特征进行验证,当第一信号满足预设频谱特征时,再对第一信号的时间相关性进行验证。当第一信号满足预设时间相关性特征时,确定第一信号通过多普勒扩展验证。本发明实施例根据频谱信息进行计算,根据计算结果确定是否满足预设频谱特征与时间相关性特征,避免了主观判断造成的判断失误或验证不准确的情况。In the embodiment of the present invention, the spectrum characteristics are first verified based on the spectrum information of the first signal. When the first signal meets the preset spectrum characteristics, the time correlation of the first signal is then verified. When the first signal satisfies the preset time correlation characteristics, it is determined that the first signal passes the Doppler expansion verification. The embodiment of the present invention performs calculations based on spectrum information, and determines whether preset spectrum characteristics and time correlation characteristics are met based on the calculation results, thereby avoiding judgment errors or inaccurate verification caused by subjective judgments.
其中一种可能的实现方式中,确定所述第一信号是否满足预设频谱特征之前,所述方法还包括:In one possible implementation, before determining whether the first signal satisfies preset spectrum characteristics, the method further includes:
根据所述频谱信息中的最大幅度信息,对所述频谱信息进行归一化处理;Normalize the spectrum information according to the maximum amplitude information in the spectrum information;
基于所述归一化处理后的频谱信息,确定所述第一信号是否满足预设频谱特征。Based on the normalized spectrum information, it is determined whether the first signal satisfies preset spectrum characteristics.
其中一种可能的实现方式中,确定所述第一信号是否满足预设频谱特征,包括:In one possible implementation, determining whether the first signal satisfies preset spectrum characteristics includes:
根据所述第一信号的频谱信息,确定所述第一信号是否满足矩形窗模板特征;Determine whether the first signal satisfies the rectangular window template characteristics according to the spectrum information of the first signal;
如果所述第一信号满足矩形窗模板特征,则确定所述第一信号满足预设频谱特征。If the first signal satisfies the rectangular window template characteristics, it is determined that the first signal satisfies the preset spectrum characteristics.
其中一种可能的实现方式中,根据所述第一信号的频谱信息,确定所述第一信号是否满足矩形窗模板特征,包括:In one possible implementation, determining whether the first signal satisfies the rectangular window template characteristics according to the spectrum information of the first signal includes:
根据第一信号的波长信息和波速信息,确定第一信号的最大频偏信息;Determine the maximum frequency offset information of the first signal according to the wavelength information and wave speed information of the first signal;
根据所述最大频偏信息,确定第一频率范围和非第一频率范围;Determine the first frequency range and the non-first frequency range according to the maximum frequency offset information;
根据所述频谱信息,确定第一信号在第一频率范围和非第一频率范围内的幅度信息是否均满足矩形窗模板特征;According to the spectrum information, determine whether the amplitude information of the first signal in the first frequency range and the non-first frequency range both satisfy the rectangular window template characteristics;
如果所述第一信号在第一频率范围和非第一频率范围内的幅度信息均满足矩形窗模板特征,则确定所述第一信号满足矩形窗模板特征。If the amplitude information of the first signal in both the first frequency range and the non-first frequency range satisfies the rectangular window template characteristics, it is determined that the first signal satisfies the rectangular window template characteristics.
其中一种可能的实现方式中,根据所述频谱信息,确定第一信号在第一频率范围和非第一频率范围内的幅度信息是否均满足矩形窗模板特征,包括:In one possible implementation, determining whether the amplitude information of the first signal in the first frequency range and the non-first frequency range satisfies the rectangular window template characteristics according to the spectrum information includes:
根据所述矩形窗模板特征,确定所述矩形窗模板的门限信息;Determine threshold information of the rectangular window template according to the characteristics of the rectangular window template;
根据第一信号的频谱信息确定所述第一信号在第一频率范围内的幅度信息是否大于等于所述门限信息;Determine whether the amplitude information of the first signal in the first frequency range is greater than or equal to the threshold information according to the spectrum information of the first signal;
根据第一信号的频谱信息确定所述第一信号在非第一频率范围内的幅度信息是否小于等于所述门限信息;Determine whether the amplitude information of the first signal in the non-first frequency range is less than or equal to the threshold information according to the spectrum information of the first signal;
如果所述第一信号在第一频率范围内的幅度信息大于等于所述门限信息,并且在非第一频率范围内的幅度信息小于等于所述门限信息,则确定所述第一信号满足所述矩形窗模板特征。If the amplitude information of the first signal in the first frequency range is greater than or equal to the threshold information, and the amplitude information in the non-first frequency range is less than or equal to the threshold information, it is determined that the first signal satisfies the threshold information. Rectangular window template feature.
其中一种可能的实现方式中,确定所述第一信号是否满足预设时间相关性特征,包括:In one possible implementation, determining whether the first signal satisfies preset time correlation characteristics includes:
将所述频谱信息从频域频谱转换为时域频谱;Convert the spectrum information from a frequency domain spectrum to a time domain spectrum;
基于转换为时域频谱后的频谱信息,确定第一信号是否满足预设时间相关性特征。Based on the spectrum information converted into the time domain spectrum, it is determined whether the first signal satisfies the preset time correlation characteristics.
其中一种可能的实现方式中,基于转换为时域频谱后的频谱信息,确第一信号是否满足预设时间相关性特征,包括:In one possible implementation, based on the spectrum information converted into a time domain spectrum, it is determined whether the first signal satisfies the preset time correlation characteristics, including:
根据转换为时域频谱后的所述频谱信息,确定所述第一信号的时间相关性函数;Determine the time correlation function of the first signal according to the spectrum information converted into a time domain spectrum;
确定所述时间相关性函数与预设函数之间的均方根误差;Determine the root mean square error between the time correlation function and the preset function;
如果所述时间相关性函数与所述预设函数之间的均方根误差小于等于第一阈值,则确定第一信号满足预设时间相关性特征。If the root mean square error between the time correlation function and the preset function is less than or equal to the first threshold, it is determined that the first signal satisfies the preset time correlation characteristic.
第二方面,本发明实施例提供一种信道的多普勒扩展验证系统,包括:In a second aspect, embodiments of the present invention provide a channel Doppler spread verification system, including:
获取模块,用于获取第一信号的频谱信息,所述第一信号由第一信道发送;An acquisition module, configured to acquire the spectrum information of the first signal, which is sent by the first channel;
确定模块,用于确定所述第一信号是否满足预设频谱特征;Determining module, used to determine whether the first signal satisfies preset spectrum characteristics;
所述确定模块,还用于确定所述第一信号是否满足预设时间相关性特征;The determination module is also used to determine whether the first signal satisfies preset time correlation characteristics;
所述确定模块,还用于如果所述第一信号满足预设时间相关性特征,确定所述第一信道通过多普勒扩展验证。The determining module is also configured to determine that the first channel passes the Doppler spread verification if the first signal satisfies the preset time correlation characteristics.
第三方面,本发明实施例提供一种电子设备,包括:In a third aspect, an embodiment of the present invention provides an electronic device, including:
至少一个处理器;以及at least one processor; and
与所述处理器通信连接的至少一个存储器,其中:at least one memory communicatively connected to the processor, wherein:
所述存储器存储有可被所述处理器执行的程序指令,所述处理器调用所述程序指令能够执行第一方面所述的方法。The memory stores program instructions that can be executed by the processor, and the processor can execute the method described in the first aspect by calling the program instructions.
第四方面,本发明实施例提供一种计算机可读存储介质,所述计算机可读存储介质存储计算机指令,所述计算机指令使所述计算机执行第一方面所述的方法。In a fourth aspect, embodiments of the present invention provide a computer-readable storage medium that stores computer instructions, and the computer instructions cause the computer to execute the method described in the first aspect.
应当理解的是,本发明实施例的第二~第四方面与本发明实施例的第一方面的技术方案一致各方面及对应的可行实施方式所取得的有益效果相似,不再赘述。It should be understood that the second to fourth aspects of the embodiments of the present invention are consistent with the technical solutions of the first aspect of the embodiments of the present invention and have similar beneficial effects in all aspects and corresponding feasible implementations, and will not be described again.
【附图说明】[Picture description]
为了更清楚地说明本发明实施例的技术方案,下面将对实施例中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明实施例的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其它的附图。In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required to be used in the embodiments will be briefly introduced below. Obviously, the drawings in the following description are only some examples of the embodiments of the present invention. For those of ordinary skill in the art, other drawings can also be obtained based on these drawings without exerting creative efforts.
图1为本发明实施例提供的一种信道的多普勒扩展验证方法的流程图;Figure 1 is a flow chart of a channel Doppler spread verification method provided by an embodiment of the present invention;
图2为本发明实施例提供的另一种信道的多普勒扩展验证方法的流程图;Figure 2 is a flow chart of another channel Doppler spread verification method provided by an embodiment of the present invention;
图3为本发明实施例提供的另一种信道的多普勒扩展验证方法的流程图;Figure 3 is a flow chart of another channel Doppler spread verification method provided by an embodiment of the present invention;
图4为本发明实施例提供的一种信道的多普勒扩展验证系统的结构示意图;Figure 4 is a schematic structural diagram of a channel Doppler spread verification system provided by an embodiment of the present invention;
图5为本发明实施例提供的另一种信道的多普勒扩展验证系统的结构示意图;Figure 5 is a schematic structural diagram of another channel Doppler spread verification system provided by an embodiment of the present invention;
图6为本发明实施例提供的一种电子设备的结构示意图。Figure 6 is a schematic structural diagram of an electronic device provided by an embodiment of the present invention.
【具体实施方式】【Detailed ways】
为了更好的理解本说明书的技术方案,下面结合附图对本发明实施例进行详细描述。In order to better understand the technical solutions of this specification, the embodiments of the present invention will be described in detail below with reference to the accompanying drawings.
图1为本发明实施例提供的一种信道的多普勒扩展验证方法,如图1所示,该方法包括:Figure 1 is a channel Doppler spread verification method provided by an embodiment of the present invention. As shown in Figure 1, the method includes:
步骤101,获取第一信号的频谱信息,所述第一信号由第一信道发送。在对第一信道的多普勒扩展进行验证时,可以使用频谱仪对通过第一信道的信号进行采集,得到第一信号的频谱信息,可选的所述第一信号可以为单频信号。在一些实施例中,第一信道可以为通过仿真得到的信道,具体的,可以为通过MIMO OTA系统构建的仿真信道。Step 101: Obtain spectrum information of a first signal sent through a first channel. When verifying the Doppler spread of the first channel, a spectrum analyzer can be used to collect signals passing through the first channel to obtain spectrum information of the first signal. The optional first signal can be a single-frequency signal. In some embodiments, the first channel may be a channel obtained through simulation. Specifically, it may be a simulated channel constructed through a MIMO OTA system.
步骤102,确定第一信号是否满足预设频谱特征。其中,所述预设频谱特征可以为矩形窗模板特征、三角窗模板特征、汉宁窗模板特征、海宁窗模板特征和高斯窗模板特征中的任一种。可以根据不同的需求选择不同的模板特征对第一信号的频谱进行验证。例如,在确定第一信号是否满足预设频谱特征时,采用矩形窗模板进行验证。具体的,首先根据第一信号的频谱信息,确定第一信号是否满足矩形窗模板特征,如果第一信号满足矩形窗模板特征,则确定第一信号满足预设频谱特征。Step 102: Determine whether the first signal satisfies preset spectrum characteristics. Wherein, the preset spectrum features may be any one of rectangular window template features, triangular window template features, Hanning window template features, Haining window template features and Gaussian window template features. Different template features can be selected according to different requirements to verify the spectrum of the first signal. For example, when determining whether the first signal satisfies the preset spectrum characteristics, a rectangular window template is used for verification. Specifically, first, based on the spectrum information of the first signal, it is determined whether the first signal satisfies the rectangular window template characteristics. If the first signal satisfies the rectangular window template characteristics, it is determined that the first signal satisfies the preset spectrum characteristics.
在一些实施例中,在获取到第一信号的频谱信息后,为了便于计算,可以对频谱信息进行归一化处理。处理步骤包括:根据频谱信息中的最大幅度信息,对频谱信息进行归一化处理。基于归一化处理后的频谱信息,确定第一信号是否满足预设频谱特征。In some embodiments, after obtaining the spectrum information of the first signal, in order to facilitate calculation, the spectrum information may be normalized. The processing steps include: normalizing the spectrum information according to the maximum amplitude information in the spectrum information. Based on the normalized spectrum information, it is determined whether the first signal satisfies the preset spectrum characteristics.
步骤103,如果第一信号满足预设频谱特征,则确定第一信号是否满足预设时间相关性特征。在一些实施例中,由于频谱信息是第一信号的频率与幅度之间的关系曲线,因此在确定第一信号是否满足预设时间相关性特征时,可以线对频谱信息进行时域转换,将频谱信息从频域频谱转换为时域频谱。之后再根据转换为时域频谱后的频谱信息,确定第一信号是否满足预设时间相关性特征。在一些实施例中,可以根据不同信道的不同验证要求,选取对应的预设时间相关性特征对信道进行多普勒扩展验证。具体的,可以根据不同时间相关性特征,确定不同的预设时间相关性阈值。可选的,预设时间相关性阈值可以为函数的形式。通过将频谱仪测量得到的实际频谱转换成时域信号后,与预设时间相关性函数进行计算,进而确定第一信号是否满足预设时间相关性特征。Step 103: If the first signal satisfies the preset spectrum characteristics, determine whether the first signal satisfies the preset time correlation characteristics. In some embodiments, since the spectrum information is the relationship curve between the frequency and amplitude of the first signal, when determining whether the first signal satisfies the preset time correlation characteristics, the spectrum information can be linearly converted to the time domain, and Spectral information is converted from frequency domain spectrum to time domain spectrum. Then, based on the spectrum information converted into the time domain spectrum, it is determined whether the first signal satisfies the preset time correlation characteristics. In some embodiments, according to different verification requirements of different channels, corresponding preset time correlation characteristics can be selected to perform Doppler spread verification on the channel. Specifically, different preset time correlation thresholds can be determined according to different time correlation characteristics. Optionally, the preset time correlation threshold can be in the form of a function. After converting the actual spectrum measured by the spectrum analyzer into a time domain signal, it is calculated with a preset time correlation function to determine whether the first signal satisfies the preset time correlation characteristics.
步骤104,如果所述第一信号满足预设时间相关性特征,则确定第一信道通过多普勒扩展验证。Step 104: If the first signal satisfies the preset time correlation characteristics, determine that the first channel passes the Doppler spread verification.
在一些实施例中,上述步骤102,确定第一信号是否满足预设频谱特征的具体步骤如图2所示,以矩形窗模板为例,上述该方法的处理步骤包括:In some embodiments, the above-mentioned step 102, the specific steps of determining whether the first signal satisfies the preset spectrum characteristics are shown in Figure 2. Taking the rectangular window template as an example, the processing steps of the above-mentioned method include:
步骤201,根据第一信号的波长信息和波速信息,确定第一信号的最大频偏信息。其中,最大频偏信息可以通过波速除以波长得到。Step 201: Determine the maximum frequency offset information of the first signal based on the wavelength information and wave speed information of the first signal. Among them, the maximum frequency deviation information can be obtained by dividing the wave speed by the wavelength.
步骤202,根据最大频偏信息,确定第一频率范围和非第一频率范围。其中,第一频率范围可以为-fm到fm之间的频率,fm即为最大频偏信息。非第一频率范围即为小于-fm与频率大于fm的频率范围。Step 202: Determine the first frequency range and the non-first frequency range based on the maximum frequency offset information. Wherein, the first frequency range may be a frequency between -f m and f m , where f m is the maximum frequency offset information. The non-first frequency range is the frequency range less than -f m and the frequency greater than f m .
步骤203,根据频谱信息,确定第一信号在第一频率范围和非第一频率范围内的幅度信息是否均满足矩形窗模板特征。具体的,可以先确定矩形窗模板的门限信息,之后可以根据第一信号的频谱信息确定第一信号在第一频率范围内的幅度信息是否大于等于矩形窗模板的门限信息。以及根据第一信号的频谱信息确定第一信号在非第一频率范围内的幅度信息是否小于等于矩形窗模板的门限信息。如果第一信号在第一频率范围内的幅度信息大于等于矩形窗模板的门限信息,并且在非第一频率范围内的幅度信息小于等于矩形窗模板的门限信息,则可以确定第一信号满足矩形窗模板特征。Step 203: Determine whether the amplitude information of the first signal in the first frequency range and the non-first frequency range satisfies the rectangular window template characteristics based on the spectrum information. Specifically, the threshold information of the rectangular window template may be determined first, and then it may be determined based on the spectrum information of the first signal whether the amplitude information of the first signal in the first frequency range is greater than or equal to the threshold information of the rectangular window template. and determining whether the amplitude information of the first signal in the non-first frequency range is less than or equal to the threshold information of the rectangular window template according to the spectrum information of the first signal. If the amplitude information of the first signal in the first frequency range is greater than or equal to the threshold information of the rectangular window template, and the amplitude information in the non-first frequency range is less than or equal to the threshold information of the rectangular window template, it can be determined that the first signal satisfies the rectangular shape. Window template features.
步骤204,如果所述第一信号在第一频率范围和非第一频率范围内的幅度信息均满足矩形窗模板特征,则确定所述第一信号满足矩形窗模板特征。Step 204: If the amplitude information of the first signal in both the first frequency range and the non-first frequency range satisfies the rectangular window template characteristics, it is determined that the first signal satisfies the rectangular window template characteristics.
在一些实施例中,上述步骤103,确定第一信号是否满足预设时间相关性特征的处理步骤如图3所示。In some embodiments, the above-mentioned step 103, the processing step of determining whether the first signal satisfies the preset time correlation characteristics is as shown in Figure 3.
步骤301,根据转换为时域频谱后的频谱信息,确定第一信号的时间相关性函数。Step 301: Determine the time correlation function of the first signal based on the spectrum information converted into a time domain spectrum.
步骤302,确定时间相关性函数与预设函数之间的均方根误差。其中,预设函数可以为使用构建第一信道时的相关参数进行计算得到的关于第一信道的时间相关性函数的预设函数,即第一信道的时间相关性函数的理论值。并通过计算第一信号的实际时间相关性函数与预设函数之间的均方根误差来确定第一信号是否满足预设时间相关性特征。Step 302: Determine the root mean square error between the time correlation function and the preset function. The preset function may be a preset function about the time correlation function of the first channel calculated using the relevant parameters when constructing the first channel, that is, the theoretical value of the time correlation function of the first channel. And determining whether the first signal satisfies the preset time correlation characteristics by calculating the root mean square error between the actual time correlation function of the first signal and the preset function.
步骤303,如果时间相关性函数与预设函数之间的均方根误差小于等于第一阈值,则确定第一信号满足预设时间相关性特征。其中,第一阈值可以根据不同的测试要求选择不同的取值。Step 303: If the root mean square error between the time correlation function and the preset function is less than or equal to the first threshold, it is determined that the first signal satisfies the preset time correlation characteristics. Among them, the first threshold can select different values according to different test requirements.
在一个具体示例中,确定第一信道是否通过多普勒扩展验证的步骤为:In a specific example, the steps for determining whether the first channel passes the Doppler spread verification are:
使用频谱仪采集经过待验证MIMO OTA系统信道后单频信号的频谱信息,记作S(f),频谱信息的横坐标为频率单位为Hz,纵坐标为幅度单位为dBm。为了便于计算,可以先将该频谱信息转化为标量,可选的,可以对该频谱信息进行归一化处理,再将频谱单位换算为dB,从而将频谱信息转化为便于计算的标量。具体的,可以通过公式S′(f)=S(f)-Smax(f),对频谱信息进行归一化处理,再通过公式S′dB(f)=10log10(S′(f))对频谱信息进行单位换算。其中,Smax(f)为频谱信息中的最大幅度值,S′dB(f)即为通过计算得到的归一化处理并经过单位换算后的频谱信息。Use a spectrum analyzer to collect the spectrum information of the single-frequency signal after passing through the MIMO OTA system channel to be verified, denoted as S(f). The abscissa of the spectrum information is frequency in Hz, and the ordinate is amplitude in dBm. In order to facilitate calculation, the spectrum information can be converted into a scalar first. Optionally, the spectrum information can be normalized, and then the spectrum unit can be converted into dB, thereby converting the spectrum information into a scalar that is easy to calculate. Specifically, the spectrum information can be normalized through the formula S′(f)=S(f)-S max (f), and then the formula S′ dB (f)=10log 10 (S′(f) ) performs unit conversion on spectrum information. Among them, S max (f) is the maximum amplitude value in the spectrum information, and S′ dB (f) is the calculated spectrum information after normalization and unit conversion.
之后判断该频谱是否满腹矩形窗模板的要求。具体的,可以先根据该单频信号的波长和波速计算该单频信号的最大频偏,记为fm,之后判断f的取值在区间(-fm,fm)时,S′dB(f)的取值是否大于等于矩形窗模板对应的门限,以及f的取值在小于等于-fm和大于等于fm两个区间时,S′dB(f)的取值是否小于等于矩形窗模板对应的门限,如果均满足,则可以确定该频谱信息满足矩形窗模板的要求。Then determine whether the spectrum satisfies the requirements of the rectangular window template. Specifically, the maximum frequency deviation of the single-frequency signal can be calculated first based on the wavelength and wave speed of the single-frequency signal, recorded as f m , and then it is judged that when the value of f is in the interval (-f m , f m ), S′ dB Whether the value of (f) is greater than or equal to the threshold corresponding to the rectangular window template, and when the value of f is in the two intervals of less than or equal to -f m and greater than or equal to f m , whether the value of S′ dB (f) is less than or equal to the rectangle If the thresholds corresponding to the window template are all met, it can be determined that the spectrum information meets the requirements of the rectangular window template.
确定频谱信息满足矩形窗模板的要求后,为了计算该频谱信息在区间(-fm,fm)的时间相关性函数是否符合要求,首先对S′dB(f)在区间(-fm,fm)上的函数进行截取,记作SdB(f)。之后通过公式SdB(t)=IFFT(SdB(f))对SdB(f)进行快速逆向傅里叶变换,得到转化为时域信号后的频谱信息,即SdB(t)。最后通过公式得到该频谱在区间(-fm,fm)上的时间相关性函数,即R(Δt)。其中,/>为SdB(t)的共轭运算。After determining that the spectrum information meets the requirements of the rectangular window template, in order to calculate whether the time correlation function of the spectrum information in the interval (-f m , f m ) meets the requirements, first, S′ dB (f) in the interval (-f m , f m , The function on f m ) is intercepted and recorded as S dB (f). Then the fast inverse Fourier transform is performed on S dB (f) through the formula S dB ( t) = IFFT (S dB (f)) to obtain the spectrum information converted into a time domain signal, that is, S dB (t). Finally, through the formula The time correlation function of the spectrum in the interval (-f m , f m ) is obtained, that is, R(Δt). Among them,/> is the conjugate operation of S dB (t).
得到该单频信号的时间相关性函数后,计算时间相关性函数与预设的理论时间相关性函数之间的均方根误差,具体的,可以通过公式 得到所述均方根误差。其中,ρRMSE即为均方根误差,N为测量次数。Rtheoretical(t)为预设的理论时间相关性函数。最后判断得到的ρRMSE是否小于等于预设的阈值。如果ρRMSE小于等于预设的阈值,则可以确定该待验证MIMO OTA系统信道通过多普勒扩展验证。After obtaining the time correlation function of the single-frequency signal, calculate the root mean square error between the time correlation function and the preset theoretical time correlation function. Specifically, the formula can be used The root mean square error is obtained. Among them, ρ RMSE is the root mean square error, and N is the number of measurements. R theoretical (t) is the preset theoretical time correlation function. Finally, it is judged whether the obtained ρ RMSE is less than or equal to the preset threshold. If ρ RMSE is less than or equal to the preset threshold, it can be determined that the MIMO OTA system channel to be verified passes the Doppler spread verification.
对应上述信道的多普勒扩展验证,本发明实施例提供了一种信道的多普勒扩展验证系统,如图4所示,该系统包括:获取模块401和确定模块402。Corresponding to the Doppler extension verification of the above channel, an embodiment of the present invention provides a channel Doppler extension verification system. As shown in Figure 4, the system includes: an acquisition module 401 and a determination module 402.
获取模块401,用于获取第一信号的频谱信息,所述第一信号由第一信道发送。The acquisition module 401 is used to acquire the spectrum information of the first signal, which is sent by the first channel.
确定模块402,用于确定第一信号是否满足预设频谱特征。Determining module 402, used to determine whether the first signal satisfies preset spectrum characteristics.
确定模块402,还用于确定第一信号是否满足预设时间相关性特征。The determination module 402 is also used to determine whether the first signal satisfies preset time correlation characteristics.
确定模块402,还用于如果第一信号满足预设时间相关性特征,确定第一信道通过多普勒扩展验证。The determining module 402 is also configured to determine that the first channel passes the Doppler spread verification if the first signal satisfies the preset time correlation characteristics.
图4所示实施例提供的信道的多普勒扩展验证系统可用于执行本说明书图1~图3所示方法实施例的技术方案,其实现原理和技术效果可以进一步参考方法实施例中的相关描述。The channel Doppler spread verification system provided by the embodiment shown in Figure 4 can be used to implement the technical solutions of the method embodiments shown in Figures 1 to 3 of this specification. For its implementation principles and technical effects, you can further refer to the relevant methods in the method embodiments. describe.
在一些实施例中,如图5所示,所述系统还包括:处理模块403。In some embodiments, as shown in Figure 5, the system further includes: a processing module 403.
处理模块403,用于根据所述频谱信息中的最大幅度信息,对所述频谱信息进行归一化处理。The processing module 403 is configured to normalize the spectrum information according to the maximum amplitude information in the spectrum information.
确定模块402,还用于基于所述归一化处理后的频谱信息,确定所述第一信号是否满足预设频谱特征。The determination module 402 is also configured to determine whether the first signal satisfies preset spectrum characteristics based on the normalized spectrum information.
在一些实施例中,确定模块402,具体用于。In some embodiments, the determining module 402 is specifically used.
根据所述第一信号的频谱信息,确定所述第一信号是否满足矩形窗模板特征。According to the spectrum information of the first signal, it is determined whether the first signal satisfies the rectangular window template characteristics.
如果所述第一信号满足矩形窗模板特征,则确定所述第一信号满足预设频谱特征。If the first signal satisfies the rectangular window template characteristics, it is determined that the first signal satisfies the preset spectrum characteristics.
在一些实施例中,确定模块402,具体用于:In some embodiments, the determining module 402 is specifically used to:
根据第一信号的波长信息和波速信息,确定第一信号的最大频偏信息。According to the wavelength information and wave speed information of the first signal, the maximum frequency deviation information of the first signal is determined.
根据所述最大频偏信息,确定第一频率范围和非第一频率范围。According to the maximum frequency offset information, a first frequency range and a non-first frequency range are determined.
根据所述频谱信息,确定第一信号在第一频率范围和非第一频率范围内的幅度信息是否均满足矩形窗模板特征。According to the spectrum information, it is determined whether the amplitude information of the first signal in the first frequency range and the non-first frequency range both satisfy the rectangular window template characteristics.
如果所述第一信号在第一频率范围和非第一频率范围内的幅度信息均满足矩形窗模板特征,则确定所述第一信号满足矩形窗模板特征。If the amplitude information of the first signal in both the first frequency range and the non-first frequency range satisfies the rectangular window template characteristics, it is determined that the first signal satisfies the rectangular window template characteristics.
在一些实施例中,确定模块402,具体用于:In some embodiments, the determining module 402 is specifically used to:
根据所述矩形窗模板特征,确定所述矩形窗模板的门限信息。According to the characteristics of the rectangular window template, the threshold information of the rectangular window template is determined.
根据第一信号的频谱信息确定所述第一信号在第一频率范围内的幅度信息是否大于等于所述门限信息。Determine whether the amplitude information of the first signal in the first frequency range is greater than or equal to the threshold information according to the spectrum information of the first signal.
根据第一信号的频谱信息确定所述第一信号在非第一频率范围内的幅度信息是否小于等于所述门限信息。Determine whether the amplitude information of the first signal in the non-first frequency range is less than or equal to the threshold information according to the spectrum information of the first signal.
如果所述第一信号在第一频率范围内的幅度信息大于等于所述门限信息,并且在非第一频率范围内的幅度信息小于等于所述门限信息,则确定所述第一信号满足所述矩形窗模板特征。If the amplitude information of the first signal in the first frequency range is greater than or equal to the threshold information, and the amplitude information in the non-first frequency range is less than or equal to the threshold information, it is determined that the first signal satisfies the threshold information. Rectangular window template feature.
在一些实施例中,确定模块402,具体用于:In some embodiments, the determining module 402 is specifically used to:
将所述频谱信息从频域频谱转换为时域频谱。The spectrum information is converted from a frequency domain spectrum to a time domain spectrum.
基于转换为时域频谱后的频谱信息,确定第一信号是否满足预设时间相关性特征。Based on the spectrum information converted into the time domain spectrum, it is determined whether the first signal satisfies the preset time correlation characteristics.
在一些实施例中,确定模块402,具体用于:In some embodiments, the determining module 402 is specifically used to:
根据转换为时域频谱后的所述频谱信息,确定所述第一信号的时间相关性函数。According to the spectrum information converted into a time domain spectrum, a time correlation function of the first signal is determined.
确定所述时间相关性函数与预设函数之间的均方根误差。The root mean square error between the time correlation function and the preset function is determined.
如果所述时间相关性函数与所述预设函数之间的均方根误差小于等于第一阈值,则确定第一信号满足预设时间相关性特征。If the root mean square error between the time correlation function and the preset function is less than or equal to the first threshold, it is determined that the first signal satisfies the preset time correlation characteristic.
图5所示实施例提供的信道的多普勒扩展验证系统可用于执行本说明书图1~图3所示方法实施例的技术方案,其实现原理和技术效果可以进一步参考方法实施例中的相关描述。The channel Doppler spread verification system provided by the embodiment shown in Figure 5 can be used to implement the technical solutions of the method embodiments shown in Figures 1 to 3 of this specification. For its implementation principles and technical effects, you can further refer to the relevant methods in the method embodiments. describe.
图6为本发明电子设备一个实施例的结构示意图,如图6所示,上述电子设备可以包括至少一个处理器;以及与上述处理器通信连接的至少一个存储器,其中:存储器存储有可被处理器执行的程序指令,上述处理器调用上述程序指令能够执行本发明图1~图3所示实施例提供的信道的多普勒扩展验证方法。Figure 6 is a schematic structural diagram of an embodiment of an electronic device of the present invention. As shown in Figure 6, the electronic device may include at least one processor; and at least one memory communicatively connected to the processor, wherein: the memory stores information that can be processed The program instructions executed by the processor, and the above-mentioned processor calls the above-mentioned program instructions to execute the Doppler spread verification method of the channel provided by the embodiments shown in FIGS. 1 to 3 of the present invention.
图6示出了适于用来实现本发明实施方式的示例性电子设备的框图。图6显示的电子设备仅仅是一个示例,不应对本申请实施例的功能和使用范围带来任何限制。Figure 6 shows a block diagram of an exemplary electronic device suitable for implementing embodiments of the invention. The electronic device shown in FIG. 6 is only an example and should not impose any restrictions on the functions and usage scope of the embodiments of the present application.
如图6所示,电子设备以通用计算设备的形式表现。电子设备的组件可以包括但不限于:一个或者多个处理器610、通信接口620和存储器630,连接不同系统组件(包括存储器630、通信接口620和处理单元610)的通信总线640。As shown in Figure 6, the electronic device takes the form of a general computing device. The components of the electronic device may include, but are not limited to: one or more processors 610, communication interfaces 620, and memory 630, and a communication bus 640 connecting different system components (including memory 630, communication interface 620, and processing unit 610).
通信总线640表示几类总线结构中的一种或多种,包括存储器总线或者存储器控制器,外围总线,图形加速端口,处理器或者使用多种总线结构中的任意总线结构的局域总线。举例来说,这些体系结构包括但不限于工业标准体系结构(Industry StandardArchitecture;以下简称:ISA)总线,微通道体系结构(Micro Channel Architecture;以下简称:MAC)总线,增强型ISA总线、视频电子标准协会(Video Electronics StandardsAssociation;以下简称:VESA)局域总线以及外围组件互连(Peripheral ComponentInterconnection;以下简称:PCI)总线。Communications bus 640 represents one or more of several types of bus structures, including a memory bus or memory controller, a peripheral bus, a graphics accelerated port, a processor, or a local bus using any of a variety of bus structures. For example, these architectures include but are not limited to the Industry Standard Architecture (Industry Standard Architecture; hereinafter referred to as: ISA) bus, Micro Channel Architecture (Micro Channel Architecture; hereinafter referred to as: MAC) bus, enhanced ISA bus, and video electronic standards Association (Video Electronics Standards Association; hereafter referred to as: VESA) local bus and peripheral component interconnection (Peripheral Component Interconnection; hereafter referred to as: PCI) bus.
电子设备典型地包括多种计算机系统可读介质。这些介质可以是任何能够被电子设备访问的可用介质,包括易失性和非易失性介质,可移动的和不可移动的介质。Electronic devices typically include a variety of computer system readable media. These media can be any available media that can be accessed by an electronic device, including volatile and nonvolatile media, removable and non-removable media.
存储器630可以包括易失性存储器形式的计算机系统可读介质,例如随机存取存储器(Random Access Memory;以下简称:RAM)和/或高速缓存存储器。电子设备可以进一步包括其它可移动/不可移动的、易失性/非易失性计算机系统存储介质。存储器630可以包括至少一个程序产品,该程序产品具有一组(例如至少一个)程序模块,这些程序模块被配置以执行本申请各实施例的功能。The memory 630 may include computer system readable media in the form of volatile memory, such as random access memory (Random Access Memory; hereinafter referred to as: RAM) and/or cache memory. Electronic devices may further include other removable/non-removable, volatile/non-volatile computer system storage media. The memory 630 may include at least one program product having a set of (eg, at least one) program modules configured to perform the functions of various embodiments of the present application.
具有一组(至少一个)程序模块的程序/实用工具,可以存储在存储器630中,这样的程序模块包括——但不限于——操作系统、一个或者多个应用程序、其它程序模块以及程序数据,这些示例中的每一个或某种组合中可能包括网络环境的实现。程序模块通常执行本申请所描述的实施例中的功能和/或方法。A program/utility having a set of (at least one) program modules, including but not limited to an operating system, one or more application programs, other program modules, and program data, may be stored in memory 630 , each of these examples or some combination may include the implementation of a network environment. Program modules typically perform functions and/or methods in the embodiments described herein.
处理器610通过运行存储在存储器630中的程序,从而执行各种功能应用以及数据处理,例如实现本申请图1~图3所示实施例提供的信道的多普勒验证方法。The processor 610 executes programs stored in the memory 630 to perform various functional applications and data processing, for example, implementing the channel Doppler verification method provided by the embodiments shown in FIGS. 1 to 3 of the present application.
本申请实施例提供一种计算机可读存储介质,所述计算机可读存储介质存储计算机指令,所述计算机指令使所述计算机执行本申请图1~图3所示实施例提供的信道的多普勒扩展验证方法。Embodiments of the present application provide a computer-readable storage medium. The computer-readable storage medium stores computer instructions. The computer instructions cause the computer to execute the multi-channel multi-channel processing provided by the embodiments shown in FIGS. 1 to 3 of the present application. Le extended authentication method.
上述计算机可读存储介质可以采用一个或多个计算机可读的介质的任意组合。计算机可读介质可以是计算机可读信号介质或者计算机可读存储介质。计算机可读存储介质例如可以是——但不限于——电、磁、光、电磁、红外线、或半导体的系统、装置或器件,或者任意以上的组合。计算机可读存储介质的更具体的例子(非穷举的列表)包括:具有一个或多个导线的电连接、便携式计算机硬盘、硬盘、随机存取存储器(RAM)、只读存储器(ReadOnly Memory;以下简称:ROM)、可擦式可编程只读存储器(Erasable Programmable ReadOnly Memory;以下简称:EPROM)或闪存、光纤、便携式紧凑硬盘只读存储器(CD-ROM)、光存储器件、磁存储器件、或者上述的任意合适的组合。在本文件中,计算机可读存储介质可以是任何包含或存储程序的有形介质,该程序可以被指令执行系统、装置或者器件使用或者与其结合使用。The above computer-readable storage medium may be any combination of one or more computer-readable media. The computer-readable medium may be a computer-readable signal medium or a computer-readable storage medium. The computer-readable storage medium may be, for example, but is not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus or device, or any combination thereof. More specific examples (non-exhaustive list) of computer-readable storage media include: an electrical connection having one or more conductors, a portable computer hard drive, a hard disk, random access memory (RAM), read-only memory (ReadOnly Memory; (hereinafter referred to as: ROM), Erasable Programmable ReadOnly Memory (Erasable Programmable ReadOnly Memory (hereinafter referred to as: EPROM)) or flash memory, optical fiber, portable compact hard disk read-only memory (CD-ROM), optical storage devices, magnetic storage devices, Or any suitable combination of the above. As used herein, a computer-readable storage medium may be any tangible medium that contains or stores a program for use by or in connection with an instruction execution system, apparatus, or device.
计算机可读的信号介质可以包括在基带中或者作为载波一部分传播的数据信号,其中承载了计算机可读的程序代码。这种传播的数据信号可以采用多种形式,包括——但不限于——电磁信号、光信号或上述的任意合适的组合。计算机可读的信号介质还可以是计算机可读存储介质以外的任何计算机可读介质,该计算机可读介质可以发送、传播或者传输用于由指令执行系统、装置或者器件使用或者与其结合使用的程序。A computer-readable signal medium may include a data signal propagated in baseband or as part of a carrier wave carrying computer-readable program code therein. Such propagated data signals may take a variety of forms, including - but not limited to - electromagnetic signals, optical signals, or any suitable combination of the above. A computer-readable signal medium may also be any computer-readable medium other than a computer-readable storage medium that can send, propagate, or transmit a program for use by or in connection with an instruction execution system, apparatus, or device .
计算机可读介质上包含的程序代码可以用任何适当的介质传输,包括——但不限于——无线、电线、光缆、RF等等,或者上述的任意合适的组合。Program code embodied on a computer-readable medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.
可以以一种或多种程序设计语言或其组合来编写用于执行本申请操作的计算机程序代码,所述程序设计语言包括面向对象的程序设计语言—诸如Java、Smalltalk、C++,还包括常规的过程式程序设计语言—诸如“C”语言或类似的程序设计语言。程序代码可以完全地在用户计算机上执行、部分地在用户计算机上执行、作为一个独立的软件包执行、部分在用户计算机上部分在远程计算机上执行、或者完全在远程计算机或服务器上执行。在涉及远程计算机的情形中,远程计算机可以通过任意种类的网络——包括局域网(LocalArea Network;以下简称:LAN)或广域网(Wide Area Network;以下简称:WAN)连接到用户计算机,或者,可以连接到外部计算机(例如利用因特网服务提供商来通过因特网连接)。Computer program code for performing operations of the present application may be written in one or more programming languages, including object-oriented programming languages such as Java, Smalltalk, C++, and conventional Procedural programming language—such as "C" or a similar programming language. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case involving a remote computer, the remote computer can be connected to the user's computer through any kind of network - including a Local Area Network (Local Area Network; hereinafter referred to as: LAN) or a Wide Area Network (hereinafter referred to as: WAN), or can be connected to an external computer (such as using an Internet service provider to connect via the Internet).
上述对本说明书特定实施例进行了描述。其它实施例在所附权利要求书的范围内。在一些情况下,在权利要求书中记载的动作或步骤可以按照不同于实施例中的顺序来执行并且仍然可以实现期望的结果。另外,在附图中描绘的过程不一定要求示出的特定顺序或者连续顺序才能实现期望的结果。在某些实施方式中,多任务处理和并行处理也是可以的或者可能是有利的。The foregoing describes specific embodiments of this specification. Other embodiments are within the scope of the appended claims. In some cases, the actions or steps recited in the claims can be performed in a different order than in the embodiments and still achieve desired results. Additionally, the processes depicted in the figures do not necessarily require the specific order shown, or sequential order, to achieve desirable results. Multitasking and parallel processing are also possible or may be advantageous in certain implementations.
在本说明书的描述中,参考术语“一个实施例”、“一些实施例”、“示例”、“具体示例”、或“一些示例”等的描述意指结合该实施例或示例描述的具体特征、结构、材料或者特点包含于本说明书的至少一个实施例或示例中。在本说明书中,对上述术语的示意性表述不必须针对的是相同的实施例或示例。而且,描述的具体特征、结构、材料或者特点可以在任一个或多个实施例或示例中以合适的方式结合。此外,在不相互矛盾的情况下,本领域的技术人员可以将本说明书中描述的不同实施例或示例以及不同实施例或示例的特征进行结合和组合。In the description of this specification, reference to the terms "one embodiment," "some embodiments," "an example," "specific examples," or "some examples" or the like means that specific features are described in connection with the embodiment or example. , structures, materials or features are included in at least one embodiment or example of this specification. In this specification, the schematic expressions of the above terms are not necessarily directed to the same embodiment or example. Furthermore, the specific features, structures, materials or characteristics described may be combined in any suitable manner in any one or more embodiments or examples. Furthermore, those skilled in the art may combine and combine different embodiments or examples and features of different embodiments or examples described in this specification unless they are inconsistent with each other.
此外,术语“第一”、“第二”仅用于描述目的,而不能理解为指示或暗示相对重要性或者隐含指明所指示的技术特征的数量。由此,限定有“第一”、“第二”的特征可以明示或者隐含地包括至少一个该特征。在本说明书的描述中,“多个”的含义是至少两个,例如两个,三个等,除非另有明确具体的限定。In addition, the terms “first” and “second” are used for descriptive purposes only and cannot be understood as indicating or implying relative importance or implicitly indicating the quantity of indicated technical features. Therefore, features defined as "first" and "second" may explicitly or implicitly include at least one of these features. In the description of this specification, "plurality" means at least two, such as two, three, etc., unless otherwise clearly and specifically limited.
流程图中或在此以其他方式描述的任何过程或方法描述可以被理解为,表示包括一个或更多个用于实现定制逻辑功能或过程的步骤的可执行指令的代码的模块、片段或部分,并且本说明书的优选实施方式的范围包括另外的实现,其中可以不按所示出或讨论的顺序,包括根据所涉及的功能按基本同时的方式或按相反的顺序,来执行功能,这应被本说明书的实施例所属技术领域的技术人员所理解。Any process or method descriptions in flowcharts or otherwise described herein may be understood to represent modules, segments, or portions of code that include one or more executable instructions for implementing customized logical functions or steps of the process. , and the scope of the preferred embodiments of this description includes additional implementations in which functions may be performed out of the order shown or discussed, including in a substantially simultaneous manner or in the reverse order, depending on the functionality involved, which shall It should be understood by those skilled in the art to which the embodiments of this specification belong.
取决于语境,如在此所使用的词语“如果”可以被解释成为“在……时”或“当……时”或“响应于确定”或“响应于检测”。类似地,取决于语境,短语“如果确定”或“如果检测(陈述的条件或事件)”可以被解释成为“当确定时”或“响应于确定”或“当检测(陈述的条件或事件)时”或“响应于检测(陈述的条件或事件)”。Depending on the context, the word "if" as used herein may be interpreted as "when" or "when" or "in response to determination" or "in response to detection." Similarly, depending on the context, the phrase "if determined" or "if (stated condition or event) is detected" may be interpreted as "when determined" or "in response to determining" or "when (stated condition or event) is detected )" or "in response to detecting (a stated condition or event)".
需要说明的是,本说明书实施例中所涉及的终端可以包括但不限于个人计算机(Personal Computer;以下简称:PC)、个人数字助理(Personal Digital Assistant;以下简称:PDA)、无线手持设备、平板电脑(Tablet Computer)、手机、MP3显示器、MP4显示器等。It should be noted that the terminals involved in the embodiments of this specification may include but are not limited to personal computers (Personal Computer; hereinafter referred to as: PC), personal digital assistants (Personal Digital Assistant; hereinafter referred to as: PDA), wireless handheld devices, tablets Computers (Tablet Computers), mobile phones, MP3 monitors, MP4 monitors, etc.
在本说明书所提供的几个实施例中,应该理解到,所揭露的系统、装置和方法,可以通过其它的方式实现。例如,以上所描述的装置实施例仅仅是示意性的,例如,所述单元的划分,仅仅为一种逻辑功能划分,实际实现时可以有另外的划分方式,例如,多个单元或组件可以结合或者可以集成到另一个系统,或一些特征可以忽略,或不执行。另一点,所显示或讨论的相互之间的耦合或直接耦合或通信连接可以是通过一些接口,装置或单元的间接耦合或通信连接,可以是电性,机械或其它的形式。In the several embodiments provided in this specification, it should be understood that the disclosed systems, devices and methods can be implemented in other ways. For example, the device embodiments described above are only illustrative. For example, the division of the units is only a logical function division. In actual implementation, there may be other division methods. For example, multiple units or components may be combined. Either it can be integrated into another system, or some features can be ignored, or not implemented. On the other hand, the coupling or direct coupling or communication connection between each other shown or discussed may be through some interfaces, and the indirect coupling or communication connection of the devices or units may be in electrical, mechanical or other forms.
另外,在本说明书各个实施例中的各功能单元可以集成在一个处理单元中,也可以是各个单元单独物理存在,也可以两个或两个以上单元集成在一个单元中。上述集成的单元既可以采用硬件的形式实现,也可以采用硬件加软件功能单元的形式实现。In addition, each functional unit in each embodiment of this specification may be integrated into one processing unit, or each unit may exist physically alone, or two or more units may be integrated into one unit. The above integrated unit can be implemented in the form of hardware or in the form of hardware plus software functional units.
上述以软件功能单元的形式实现的集成的单元,可以存储在一个计算机可读取存储介质中。上述软件功能单元存储在一个存储介质中,包括若干指令用以使得一台计算机装置(可以是个人计算机,服务器,或者网络装置等)或处理器(Processor)执行本说明书各个实施例所述方法的部分步骤。而前述的存储介质包括:U盘、移动硬盘、只读存储器(Read-Only Memory;以下简称:ROM)、随机存取存储器(Random Access Memory;以下简称:RAM)、磁碟或者光盘等各种可以存储程序代码的介质。The above-mentioned integrated unit implemented in the form of a software functional unit can be stored in a computer-readable storage medium. The above-mentioned software functional unit is stored in a storage medium and includes a number of instructions to cause a computer device (which can be a personal computer, server, or network device, etc.) or processor (Processor) to execute the methods described in various embodiments of this specification. Some steps. The aforementioned storage media include: U disk, mobile hard disk, read-only memory (Read-Only Memory; hereinafter referred to as: ROM), random access memory (Random Access Memory; hereinafter referred to as: RAM), magnetic disks or optical disks, etc. A medium on which program code can be stored.
以上所述仅为本说明书的较佳实施例而已,并不用以限制本说明书,凡在本说明书的精神和原则之内,所做的任何修改、等同替换、改进等,均应包含在本说明书保护的范围之内。The above are only preferred embodiments of this specification and are not intended to limit this specification. Any modifications, equivalent replacements, improvements, etc. made within the spirit and principles of this specification shall be included in this specification. within the scope of protection.
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