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A Particle Swarm Optimization-Based Multiuser Detection for Receive-Diversity-Aided STBC Systems

机译:基于粒子群优化的接收多样性辅助STBC系统多用户检测

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This letter proposes a particle swarm optimization (PSO)-based multiuser detection (MUD) for the receive-diversity aided space-time block coding (STBC) systems. Due to the receive-diversity, the signals received at the different antennas are faded independently, resulting in an independent log-likelihood function (LLF) for each antenna. To resolve the multi-objective dilemma when choosing one signal estimation for multiple receive antenna-branches, each particle updates its velocity in a Pareto optimal way. Simulations and comparisons with the genetic algorithm and the maximum likelihood detection (MLD) verified the effectiveness of the proposed scheme.
机译:这封信提出了一种用于接收分集辅助空时分组编码(STBC)系统的基于粒子群优化(PSO)的多用户检测(MUD)。由于接收分集,在不同天线处接收到的信号会独立衰减,从而为每个天线产生独立的对数似然函数(LLF)。为了在为多个接收天线分支选择一个信号估计时解决多目标难题,每个粒子都以帕累托最优方式更新其速度。与遗传算法和最大似然检测(MLD)的仿真和比较证明了该方案的有效性。

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