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An Improved Implementation for the Recursive V-BLAST Algorithms to Save Memories and Permutation Operations

机译:递归V-BLAST算法的改进实现,以节省存储器和排列操作

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In this paper, we propose an improved implementation for the recursive V-BLAST algorithms, which saves memories and permutation operations, as the existing V-BLAST algorithm with memory saving. When the same number of transmit and receive antennas are assumed, the proposed implementation requires only half memories and saves more than twice permutation operations, with respect to the existing V-BLAST algorithm with memory saving. Moreover, as the number of receive antennas increases relative to the number of transmit antennas, the ratio between the memories required by the proposed implementation and those required by the existing V-BLAST algorithm with memory saving becomes even smaller. On the other hand, when the same number of transmit and receive antennas are assumed, the speedups of the proposed implementation over the existing V-BLAST algorithm with memory saving in the number of multiplications, additions and flops (floating-point operations) are 2.28, 1.86 and 2.18, respectively.
机译:在本文中,我们提出了一种改进的实施,即递归V-BLAST算法,其节省了存储器和排列操作,作为具有内存保存的现有V-Blast算法。当假定相同数量的发射和接收天线时,所提出的实现仅需要半存储器并在具有内存保存的现有V-BLAST算法的现有V-BLAST算法中保存多于两次的置换操作。此外,随着接收天线的数量相对于发射天线的数量增加,所提出的实现所需的存储器之间的比率和通过存储器储存的现有V-BLAST算法所需的比率变得更小。另一方面,当假设相同数量的发射机和接收天线时,在乘法,添加和拖鞋(浮点操作)的内存节省时,所提出的V-BLAST算法的提出实现的加速是2.28分别为1.86和2.18。

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