Multiple-input multiple-output (MIMO) systems greatly increase the overall throughput of wireless systems since they are capable of transmitting multiple streams employing the same time-frequency resources. However, this gain requires an appropriate precoder design and a power allocation technique. In general, precoders and power allocation schemes are designed assuming perfect channel estate information (CSI). Nonetheless, this is an optimistic assumption since real systems only possess partial or imperfect CSI at the transmitter (CSIT). The imperfect CSIT originates residual inter-user interference, which is detrimental for wireless systems. In this paper, two adaptive power allocation algorithms are proposed, which are more robust against CSIT imperfections than conventional techniques. Both techniques employ the mean square error as the objective function. Simulation results show that the proposed techniques obtain a higher performance in terms of sum-rate than conventional approaches.
翻译:多重投入多重输出(MIIMO)系统大大提高了无线系统的总体吞吐量,因为它们能够使用同一时间频率资源传输多流流,但这一收益需要适当的编码前设计和动力分配技术,一般来说,预译和电力分配方案的设计假定了完美的频道地产信息(CSI),然而,这是一个乐观的假设,因为实际系统在发射机(CSIT)上只拥有部分或不完善的CSI。不完善的CSIT产生残余的用户间干扰,不利于无线系统。本文提出了两种适应性电力分配算法,这两种算法比常规技术更能抵御CSIT的缺陷。这两种技术都以中度的平方错误作为客观功能。模拟结果表明,拟议的技术在总和率方面比常规方法有更高的性能。