基于有限精度QR分解的V-BLAST接收机误码率评估

M. Bazdresch, J. Cortez, D. Torres
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引用次数: 2

摘要

本文描述了两种常用的薄qr分解算法在使用不动点算法实现时的行为。在V-BLAST接收机的背景下研究了这种行为,并根据其对接收机误码率的影响来评估有限精度的影响。我们在这些条件下对V-BLAST的分析表明,对于整数部分和小数部分,它对数值精度有很强的依赖性。我们还确定了“错误地板”效应,即误码率达到极限,即使精度增加也停止改进。此外,我们还确定了不影响各种天线阵列尺寸性能的最小定点字长
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bit-Error Rate Evaluation of V-BLAST Receivers Using Limited-Precision QR Decomposition
This paper describes the behavior of two popular thin-QR decomposition algorithms when implemented using fixed-point arithmetic. This behavior is studied in the context of a V-BLAST receiver, and the effects of the limited precision are evaluated in terms of their impact on the receiver's bit error rate. Our analysis of V-BLAST under these conditions shows a strong dependence on the numerical precision, for both the integer and fractional parts. We have also identified an "error floor" effect, where the bit error rate reaches a limit and stops improving even if the precision is increased. In addition, we have determined the minimum fixed-point word size required not to adversely impact performance for a variety of antenna array sizes
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