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Efficient sphere detector algorithm for large antenna communication systems using graphic processor unit (GPU) hardware accelerators

机译:使用图形处理器单元(GPU)硬件加速器的大型天线通信系统的高效球体检测算法

摘要

A method of detecting a symbol transmitted over a communication channel in a multiple input-multiple output communication system. The method includes receiving a plurality of symbols transmitted over a communication channel of a multiple input-multiple output communication system. A sphere radius is initialized based on attributes of the communication channel. A first matrix of possible transmitted signals is defined as well as a second matrix of received symbols. The matrix of possible transmitted signals is searched using a breadth-first search (BFS). Each level of the search tree is analyzed utilizing matrix multiplication to determine selected symbols satisfying the initialized sphere radius. A maximum likelihood solution is of the transmitted symbols is derived based on the selected symbols.
机译:一种检测多输入多输出通信系统中的通信信道上传输的符号的方法。该方法包括接收在多个输入多输出通信系统的通信信道上发送的多个符号。基于通信信道的属性初始化球形半径。定义可能发送信号的第一矩阵以及接收符号的第二矩阵。使用广度第一搜索(BFS)搜索可能的发送信号的矩阵。利用矩阵乘法分析搜索树的每个级别以确定满足初始化球半径的所选符号。最大似然解决方案是基于所选择的符号导出的发送符号。

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