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Adaptive linearly constrained minimum variance beamforming for multiuser cooperative relaying using the kalman filter

机译:使用卡尔曼滤波器的多用户协作中继自适应线性约束最小方差波束形成

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摘要

In this paper, we consider a wireless communication scenario with multiple source-destination pairs communicating through several cooperative amplify-and-forward relay terminals. The relays are equipped with multiple antennas that receive the source signals and transmit them to the destination nodes. We develop two iterative relay beamforming algorithms that can be applied in real-time. In both algorithms, the relay beamforming matrices are jointly designed by minimizing the received power at all the destination nodes while preserving the desired signal at each destination. The first algorithm requires the existence of a local processing center that computes the beamforming coefficients of all the relays. In the second algorithm, each relay can compute its beamforming coefficients locally with the help of some common information that is broadcasted from the other relays. This is achieved at the expense of enforcing the desired signal preservation constraints non-cooperatively. We provide two extensions of the proposed algorithms that allow the relays to control their transmission power and to modify the quality of service provided to different sources. Simulation results are presented validating the ability of the proposed algorithms to perform their beamforming tasks efficiently and to track rapid changes in the operating environment.
机译:在本文中,我们考虑了一种无线通信场景,其中有多个源/目标对通过几个协作的放大转发中继终端进行通信。中继配备有多个天线,用于接收源信号并将其发送到目标节点。我们开发了两种可以实时应用的迭代中继波束成形算法。在这两种算法中,中继波束成形矩阵是通过在所有目标节点保留所需信号的同时最小化所有目标节点的接收功率来共同设计的。第一种算法需要存在一个本地处理中心,该中心可以计算所有继电器的波束成形系数。在第二种算法中,每个中继可以借助从其他中继广播的一些公共信息来本地计算其波束成形系数。这是以非合作地执行所需信号保存约束为代价的。我们提供了所提出算法的两个扩展,这些扩展允许中继器控制其传输功率并修改提供给不同源的服务质量。给出了仿真结果,验证了所提出算法有效执行其波束成形任务并跟踪操作环境中快速变化的能力。

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