CN101005303B - Transmitting Antenna Selection and Adaptive Modulation Method for OFDM Systems - Google Patents
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Abstract
本发明公开了一种多输入多输出正交频分复用系统中的发射天线选择与自适应调制方法,首先接收机估计每个子载波对应的信道冲激响应;然后对接收信号进行滤波,获得每个子载波对应的滤波矩阵;估计每个子载波在每种发射天线组合中对应于每根发射天线的检测输出信噪比;估计每根发射天线对应空间信道在整个带宽范围内的平均检测输出信噪比;根据所述每根发射天线对应的平均检测输出信噪比与各种可能调制方式下的信噪比门限之间的关系选择调制方式;计算每一种发射天线组合下的系统吞吐量;选择所述吞吐量最大的一组发射天线,及其各自对应的调制方式作为最终的传输方式。本发明在MIMO OFDM系统中,实现了发射天线的选择与自适应调制。
The invention discloses a transmitting antenna selection and adaptive modulation method in a multiple-input multiple-output orthogonal frequency division multiplexing system. First, the receiver estimates the channel impulse response corresponding to each subcarrier; then filters the received signal to obtain The filter matrix corresponding to each subcarrier; estimate the detection output signal-to-noise ratio of each subcarrier corresponding to each transmitting antenna in each transmitting antenna combination; estimate the average detection output signal of each transmitting antenna corresponding to the spatial channel in the entire bandwidth range Noise ratio; select a modulation method according to the relationship between the average detection output signal-to-noise ratio corresponding to each transmitting antenna and the signal-to-noise ratio threshold under various possible modulation methods; calculate the system throughput under each combination of transmitting antennas ; Select a group of transmitting antennas with the largest throughput and their corresponding modulation modes as the final transmission mode. The invention realizes the selection and self-adaptive modulation of the transmitting antenna in the MIMO OFDM system.
Description
技术领域technical field
本发明涉及一种多输入多输出(MIMO)的正交频分复用(OFDM)无线通信系统,尤其涉及一种在空间复用MIMO OFDM系统中的发射天线选择和自适应调制方法。The present invention relates to a multiple-input multiple-output (MIMO) Orthogonal Frequency Division Multiplexing (OFDM) wireless communication system, in particular to a transmitting antenna selection and adaptive modulation method in the spatial multiplexing MIMO OFDM system.
背景技术Background technique
随着无线通信技术的发展,用户对于大容量的数据发射以及快速的数据传输提出了较高的要求,因此,需要有效利用无线通信系统资源,提高无线通信系统的性能与效率。然而,在未来的移动通信系统中,多径衰落以及带宽效率将会是阻碍通信系统大力发展的主要技术因素。如何克服这两大困难,是下一代无线通信研究的核心。基于正交频分复用(OFDM)的多载波处理技术能够通过将频率选择性多径衰落信道在频域内转化为平坦信道,从而减小了多径衰落的影响,而多输入多输出(MIMO)技术能够在不增加系统带宽的条件下增加系统的频谱利用效率,因此OFDM和MIMO技术将会成为下一代无线通信系统中物理层处理的核心。更进一步地,将MIMO和OFDM技术结合起来的MIMO OFDM系统就可以在时域、频域以及空域中充分利用无线资源,并且通过分集达到较强的可靠性以及很高的传输速率。With the development of wireless communication technology, users put forward higher requirements for large-capacity data transmission and fast data transmission. Therefore, it is necessary to effectively use wireless communication system resources to improve the performance and efficiency of the wireless communication system. However, in future mobile communication systems, multipath fading and bandwidth efficiency will be the main technical factors that hinder the development of communication systems. How to overcome these two difficulties is the core of next generation wireless communication research. The multi-carrier processing technology based on Orthogonal Frequency Division Multiplexing (OFDM) can reduce the influence of multipath fading by converting the frequency-selective multipath fading channel into a flat channel in the frequency domain, while the multiple-input multiple-output (MIMO ) technology can increase the spectrum utilization efficiency of the system without increasing the system bandwidth, so OFDM and MIMO technology will become the core of physical layer processing in the next generation wireless communication system. Furthermore, the MIMO OFDM system that combines MIMO and OFDM technology can make full use of wireless resources in the time domain, frequency domain and air domain, and achieve strong reliability and high transmission rate through diversity.
多输入多输出(MIMO)技术的提出为现代无线通信开辟了一个全新的领域,它给未来的移动通信系统,特别是对高速数据接入的业务,在不增加带宽的情况下提供了一种可以极大提高系统数据率和频谱效率的手段。The proposal of multiple-input multiple-output (MIMO) technology has opened up a new field for modern wireless communication. It provides a future mobile communication system, especially for high-speed data access services, without increasing the bandwidth. It can greatly improve the means of system data rate and spectral efficiency.
在空间复用MIMO系统中,不同的天线发射相互独立的发射信号,也就是说,针对每一帧发射的数据都是必须要在接收端得到正确解调的。但是,实际的无线信道环境是变化多端的而且相当复杂的,如果某个信道的状态较差,就会导致相应天线发射的信号不能够得到正确解调或者解调的代价太大,这就意味着所有天线对应发送信息的丢失,这是我们极不情愿看到的。已有研究表明,在低秩信道环境下,采用较少天线反而能够获得信道容量的改善。其解决办法就是对信道状态信息进行判断,通过天线选择技术选择信道状态较好(能够被接受)的天线来发送相应业务信号,而将其他信道状态不好(不能被接受)的天线关闭或者只是用来发送导频而不发送业务信号,这样,在最坏的情况下,至少能够保证有一根天线发送业务信号,从而保证系统的链路畅通。In a spatial multiplexing MIMO system, different antennas transmit mutually independent transmission signals, that is to say, the data transmitted for each frame must be correctly demodulated at the receiving end. However, the actual wireless channel environment is varied and quite complex. If a certain channel is in a poor state, the signal transmitted by the corresponding antenna will not be demodulated correctly or the cost of demodulation will be too high, which means With the loss of information sent by all antennas, this is something we are extremely reluctant to see. Existing studies have shown that in a low-rank channel environment, channel capacity can be improved by using fewer antennas. The solution is to judge the channel state information, select the antenna with better channel state (can be accepted) through antenna selection technology to send the corresponding service signal, and turn off other antennas with bad channel state (unacceptable) or just It is used to send pilots instead of service signals, so that, in the worst case, at least one antenna can be guaranteed to send service signals, thus ensuring the smooth link of the system.
在2004年7月8日申请的中国专利CN 1578192(公开号)“移动通信系统中的发射分集设备和方法”中就描述了一种发射天线选择方法。接收机对来自多根接收天线的接收信号进行BLAST解码,计算与每根发射天线相关的前向信道的信噪比(SNR),以确定多根发射天线中每根发射天线对应的前向信道的信道特征。并将该信道状态特征作为发射天线的选择信息反馈到发射机,由发射机根据此信息选择状态较好的发射天线来发射业务信号。但是,该专利中没有说明判断选择几根发射天线的依据。In the Chinese patent CN 1578192 (publication number) "transmitting diversity equipment and method in mobile communication system" applied on July 8, 2004, a kind of transmitting antenna selection method has just been described. The receiver performs BLAST decoding on the received signals from multiple receiving antennas, and calculates the signal-to-noise ratio (SNR) of the forward channel associated with each transmitting antenna to determine the forward channel corresponding to each transmitting antenna among the multiple transmitting antennas channel characteristics. The channel state feature is fed back to the transmitter as the selection information of the transmitting antenna, and the transmitter selects a transmitting antenna with a better state according to the information to transmit the service signal. However, the patent does not explain the basis for judging the selection of several transmitting antennas.
在IEEE International Conference on Communications 2002,ICC 2002的第一卷第641~645页上公布了Gore D和Paulraj A撰写的题为“StatisticalMIMO Antenna Sub-Set Selection with Space-Time Coding”的论文,在这篇论文中描述了一种基于信道平均误比特率最小化准则的天线选择方法。不过这种方法只是针对MIMO系统而言的,而且假设MIMO信道具有平坦衰落的特点,不适用于具有频率选择性衰落信道特性的MIMO OFDM系统。In the IEEE International Conference on Communications 2002, the first volume of ICC 2002, pages 641-645, published a paper entitled "StatisticalMIMO Antenna Sub-Set Selection with Space-Time Coding" written by Gore D and Paulraj A. In this The paper describes a method of antenna selection based on the criterion of minimizing the average channel bit error rate. However, this method is only for the MIMO system, and it is assumed that the MIMO channel has the characteristics of flat fading, and it is not suitable for the MIMO OFDM system with the characteristics of the frequency selective fading channel.
发明内容Contents of the invention
本发明所要解决的技术问题在于提供一种多输入多输出正交频分复用系统中的发射天线选择与自适应调制方法,在具有频率选择性衰落信道特性的MIMO OFDM系统中,实现发射天线的选择与自适应调制。The technical problem to be solved by the present invention is to provide a transmission antenna selection and adaptive modulation method in a multiple-input multiple-output orthogonal frequency division multiplexing system, in a MIMO OFDM system with frequency selective fading channel characteristics, to realize the transmission antenna selection and adaptive modulation.
为解决上述技术问题,本发明提供了一种多输入多输出正交频分复用系统中的发射天线选择与自适应调制方法,包括如下步骤:In order to solve the above technical problems, the present invention provides a transmit antenna selection and adaptive modulation method in a MIMO system, comprising the following steps:
(1)在接收端,利用接收的导频信号估计每个子载波对应的信道冲激响应Hc,k;其中Hc,k表示第k种发射天线组合中第c个子载波对应的信道冲激响应;(1) At the receiving end, use the received pilot signal to estimate the channel impulse response Hc ,k corresponding to each subcarrier; where Hc ,k represents the channel impulse corresponding to the cth subcarrier in the kth transmit antenna combination response;
(2)利用所述估计的信道冲激响应Hc,k对接收信号进行滤波,获得每个子载波对应的滤波矩阵G(c);其中G(c)表示第c个子载波对应的滤波矩阵;(2) Utilize the estimated channel impulse response H c, k to filter the received signal, obtain the filter matrix G (c) corresponding to each subcarrier; wherein G (c) represents the filter matrix corresponding to the c subcarrier;
(3)利用所述滤波矩阵G(c)和信道冲击响应Hc,k,估计每个子载波在每种发射天线组合中对应于每根发射天线的检测输出信噪比;(3) Using the filter matrix G (c) and the channel impulse response Hc,k to estimate the detection output signal-to-noise ratio of each subcarrier corresponding to each transmit antenna in each transmit antenna combination;
(4)根据所述检测输出信噪比,估计每根发射天线对应空间信道在整个带宽范围内的平均检测输出信噪比;(4) According to the detection output signal-to-noise ratio, estimate the average detection output signal-to-noise ratio of each transmitting antenna corresponding to the spatial channel within the entire bandwidth range;
(5)根据所述每根发射天线对应的平均检测输出信噪比与各种可能调制方式下的信噪比门限之间的关系,为每根发射天线选择调制方式;(5) According to the relationship between the average detection output signal-to-noise ratio corresponding to each transmitting antenna and the signal-to-noise ratio threshold under various possible modulation modes, select a modulation mode for each transmitting antenna;
(6)在每根发射天线选定的调制方式下,计算每一种发射天线组合下的系统吞吐量;(6) Under the modulation mode selected by each transmitting antenna, calculate the system throughput under each transmitting antenna combination;
(7)选择所述吞吐量最大的一组发射天线,及该组发射天线中每根天线对应的调制方式作为最终的传输方式。(7) Select a group of transmitting antennas with the largest throughput and a modulation mode corresponding to each antenna in the group of transmitting antennas as the final transmission mode.
其中,如果具有最大吞吐量的发射天线组合多于一组,则选择其中天线数目最多的那组。Wherein, if there are more than one group of transmit antenna combinations with the maximum throughput, the group with the largest number of antennas is selected.
本发明所述发射天线选择以及自适应调制的方法,按照系统传输吞吐量最大化的原则将空间复用MIMO系统中的发射天线选择以及OFDM系统中的自适应调制巧妙地融合在了一起,充分利用了MIMO OFDM无线通信系统的频域和空域资源。而且本发明所述天线选择方法,将需要选择发射天线的总数目的确定过程、选择哪几根发射天线的判断过程自然地联系在了一起,从而增强了天线选择技术的使用灵活性。The method of transmitting antenna selection and adaptive modulation in the present invention skillfully integrates the transmitting antenna selection in the spatial multiplexing MIMO system and the adaptive modulation in the OFDM system according to the principle of maximizing the system transmission throughput, fully The frequency domain and air domain resources of the MIMO OFDM wireless communication system are utilized. Moreover, the antenna selection method of the present invention naturally links together the determination process of the total number of transmitting antennas to be selected and the judging process of which transmitting antennas to select, thereby enhancing the flexibility of the antenna selection technology.
附图说明Description of drawings
图1为根据本发明实施例所述的MIMO OFDM系统中实现发射天线选择与自适应调制的流程示意图。FIG. 1 is a schematic flow diagram of implementing transmit antenna selection and adaptive modulation in a MIMO OFDM system according to an embodiment of the present invention.
具体实施方式Detailed ways
在多输入多输出(MIMO)和正交频分复用(OFDM)系统中,天线选择和自适应调制是提高系统性能的两项技术,其中自适应调制就是根据各个子载波上的信道变化,为每个子载波选择合适的调制方式,使得整个OFDM系统的信息速率最大化。而天线选择就是在发射端和接收端都配置了多根天线的MIMO系统中,从众多的发射天线或者接收天线中选出一个子集来实现发射和接收功能。In Multiple Input Multiple Output (MIMO) and Orthogonal Frequency Division Multiplexing (OFDM) systems, antenna selection and adaptive modulation are two techniques to improve system performance, where adaptive modulation is based on channel changes on each subcarrier, Selecting an appropriate modulation scheme for each subcarrier maximizes the information rate of the entire OFDM system. Antenna selection is to select a subset from numerous transmitting antennas or receiving antennas to implement transmitting and receiving functions in a MIMO system in which multiple antennas are configured at both the transmitting end and the receiving end.
本发明所述系统采用的可能的调制方式,可以但不局限于是BPSK(二进制相移键控)、QPSK(四相移键控)、16QAM(16点正交幅度调制)、64QAM(64点正交幅度调制)。The possible modulation modes adopted by the system of the present invention can be, but not limited to, BPSK (binary phase shift keying), QPSK (quadrature phase shift keying), 16QAM (16-point quadrature amplitude modulation), 64QAM (64 point positive cross-amplitude modulation).
在假设有4根发射天线的情况下,我们可以将天线的索引号分别记为1、2、3、4,为了描述方便,将所有的发射天线组合用一个集合S来描述(因为本发明仅涉及发射天线选择,因此在描述天线组合的时候,只是针对发射天线而言),即:Under the assumption that there are 4 transmitting antennas, we can record the index numbers of the antennas as 1, 2, 3, and 4 respectively. For the convenience of description, all transmitting antenna combinations are described by a set S (because the present invention only It involves the selection of the transmitting antenna, so when describing the antenna combination, it is only for the transmitting antenna), that is:
S={(1),(2),(3),(4),(1,2),(1,3),(1,4),(2,3),(2,4),(3,4),(1,2,3),(1,2,4),(2,3,4),(1,2,3,4)},S={(1), (2), (3), (4), (1, 2), (1, 3), (1, 4), (2, 3), (2, 4), ( 3,4),(1,2,3),(1,2,4),(2,3,4),(1,2,3,4)},
这14种组合分别用索引号q=1,2,...,14来表示。其中q=1表示只是利用第1根发射天线来发射,在集合中描述为(1);q=2表示系统只是选用第1、2根天线进行发射,在集合中描述为(1,2);其他组合的含义依此类推。这样,每一个子载波可能支持的调制方式有4种,可能的天线配置方式有14种。The 14 combinations are respectively represented by index numbers q=1, 2, . . . , 14. Among them, q=1 means that only the first transmitting antenna is used for transmission, which is described as (1) in the set; q=2 means that the system only uses the first and second antennas for transmission, and is described as (1, 2) in the set ; The meaning of other combinations can be deduced accordingly. In this way, each subcarrier may support 4 modulation modes, and there are 14 possible antenna configuration modes.
如图1所示,假设在MIMO OFDM系统中配置了M根发射天线和N根接收天线,系统的子载波为C个,则本发明实施例所述的MIMO OFDM系统中实现发射天线选择与自适应调制的方法,包括如下步骤:As shown in Figure 1, assuming that M transmit antennas and N receive antennas are configured in the MIMO OFDM system, and the number of subcarriers in the system is C, then the MIMO OFDM system described in the embodiment of the present invention realizes transmit antenna selection and automatic A method for adapting modulation, comprising the steps of:
步骤101:在接收端,利用接收的导频信息估计每个子载波对应的信道冲激响应Hc,其中下标c=1,2,...,C表示子载波。Step 101: At the receiving end, use the received pilot information to estimate the channel impulse response H c corresponding to each subcarrier, where the subscript c=1, 2, . . . , C represents the subcarrier.
步骤102:利用步骤101中估计的信道冲激响应Hc对接收信号进行滤波,获得每个子载波对应的滤波矩阵G(c)。在这里,该滤波矩阵可以通过贝尔实验室垂直分层空时结构(V-BLAST)处理中的迫零(ZF)或最小均方误差(MMSE)检测算法来获得,即:Step 102: Use the channel impulse response H c estimated in
而且滤波矩阵满足以下条件,即:G(c)Hc,k=I。其中Hc,k表示第k种发射天线组合在第c个子载波下的信道响应矩阵,Nk表示第k种发射天线组合中的发射天线数目(总共有K种发射天线组合,即k=1,2,...,K,假如发射天线数目为M=4,则K=14),表示维度是Nk的单位阵,Es为信号功率(W),N0为高斯白噪声的功率(W),上标H表示Hermitian转置,上标(-1)表示矩阵的逆运算。Moreover, the filter matrix satisfies the following condition, namely: G (c) H c,k =I. Where Hc , k represent the channel response matrix of the kth transmit antenna combination under the cth subcarrier, and N k represents the number of transmit antennas in the kth transmit antenna combination (there are K transmit antenna combinations in total, that is, k=1 , 2,..., K, if the number of transmit antennas is M=4, then K=14), Indicates the unit matrix whose dimension is N k , E s is the signal power (W), N 0 is the power of Gaussian white noise (W), the superscript H indicates the Hermitian transpose, and the superscript (-1) indicates the inverse operation of the matrix.
步骤103:利用滤波矩阵,估计每个子载波在每种发射天线组合中对应于每根发射天线的检测输出信噪比。Step 103: Using the filter matrix, estimate the signal-to-noise ratio of the detection output of each subcarrier corresponding to each transmit antenna in each transmit antenna combination.
使用公式1,假设gk为滤波矩阵G(c)的第k行,hk为信道矩阵Hc,k的第k列,则可以得到第k个子数据流对应的检测输出的SNR。Using Equation 1, assuming that g k is the kth row of the filter matrix G (c) , and h k is the kth column of the channel matrix Hc ,k , then the SNR of the detection output corresponding to the kth sub-data stream can be obtained.
步骤104:使用公式2,估计每根发射天线对应空间信道在整个带宽范围内的平均检测输出信噪比。Step 104: Using Formula 2, estimate the average detection output signal-to-noise ratio of the spatial channel corresponding to each transmitting antenna within the entire bandwidth range.
步骤105:根据每根发射天线对应的平均检测输出信噪比与各种可能调制方式下的信噪比门限之间的关系,为每根发射天线选择调制方式。Step 105: Select a modulation mode for each transmitting antenna according to the relationship between the average detected output SNR corresponding to each transmitting antenna and the SNR thresholds under various possible modulation modes.
在具体应用过程中,根据平均检测输出信噪比以及预先确定的采用不同调制方式所需的SNR门限来选择调制级别。这种方法在R Grunheid,EBolinth,H Rohling撰写的题为“A Blockwise Loading Algorithm for theAdaptive Modulation Technique in OFDM Systems”中有介绍,这篇论文发表在2001年10月IEEE Vehicular Technology Conference(VTC)的第二卷第948~951页码上。In a specific application process, the modulation level is selected according to the average detection output signal-to-noise ratio and the predetermined SNR threshold required for adopting different modulation modes. This method is described in "A Blockwise Loading Algorithm for the Adaptive Modulation Technique in OFDM Systems" written by R Grunheid, E Bolinth, and H Rohling, which was published in October 2001 at the IEEE Vehicular Technology Conference (VTC). Volume 2, pp. 948-951.
例如,在给定目标误比特率(BER)为10-3时,根据高斯白噪声信道中的BER曲线可以得到不同调制方式所需的SNR门限:For example, when the given target bit error rate (BER) is 10-3, according to the BER curve in the Gaussian white noise channel, the SNR thresholds required for different modulation methods can be obtained:
步骤106:在每根发射天线选定的调制方式下,计算每一种发射天线组合下的系统吞吐量。该吞吐量定义为系统在每个子载波上传输比特的总和。Step 106: Under the modulation mode selected by each transmit antenna, calculate the system throughput under each transmit antenna combination. The throughput is defined as the sum of bits transmitted by the system on each subcarrier.
该步骤中,每一组发射天线下的系统吞吐量,是在该组发射天线中的每根天线都使用其各自被确定的调制方式传输的情况下计算而来的。In this step, the system throughput under each group of transmitting antennas is calculated under the condition that each antenna in the group of transmitting antennas uses its respective determined modulation mode for transmission.
步骤107:选择所有发射天线组合中吞吐量最大的那组天线,及其各自对应的调制方式作为最终的传输方式。如果有两组天线组合对应的吞吐量相同,则选择其中天线数目最多的那组。Step 107: Select the group of antennas with the highest throughput among all the combinations of transmitting antennas and their corresponding modulation modes as the final transmission mode. If there are two groups of antenna combinations corresponding to the same throughput, the group with the largest number of antennas is selected.
由于在步骤105中,已经为每根发射天线确定了各自的调制方式,因此,在通过步骤107确定了具有最大吞吐量的一组发射天线后,该组天线中每根天线对应的调制方式也是自然确定的。也就是是说,本发明是先确定了每根发射天线各自的调制方式,然后再确定使用哪几根天线。Since in
当然,本发明提供的实施例只是为了详尽地说明按照本发明内容提供的在MIMO OFDM系统中实现自适应调制的方法,因而都是示例性的实施方式,并不能将它看作是对于本发明的限制,而且,凡是在本发明宗旨之内的显而易见的修改亦应归于本发明的保护范围之内。Of course, the embodiments provided by the present invention are only to illustrate in detail the method for realizing adaptive modulation in the MIMO OFDM system provided according to the contents of the present invention, and therefore they are all exemplary implementations, and it cannot be regarded as a reference to the present invention. Moreover, any obvious modifications within the gist of the present invention should also fall within the scope of protection of the present invention.
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