CDMA系统中QRD-RLS自适应均衡器及其cordic实现

T. Zhong, A. Madhukumar, F. Chin
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引用次数: 10

摘要

针对CDMA系统中时变传播条件和多用户/码间干扰带来的性能下降问题,提出了一种基于QR分解的递归最小二乘(QRD-RLS)算法的自适应均衡器来替代传统的RAKE接收机。与其他自适应滤波算法相比,RLS算法具有相对优越的收敛性能,因此得到了广泛的应用。然而,高质量也带来了高计算复杂度。关于这种副作用,CORDIC算法已经被利用,它在新方法的硬件实现中起着至关重要的作用。对所提出的RLS结构在不同信道参数下进行了广泛的仿真,并与传统RAKE结构进行了性能比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
QRD-RLS Adaptive Equalizer and its CORDIC-Based Implementation for CDMA Systems
To combat the performance deterioration brought by the time-varying propagation conditions and multiuser/intersymbol interference in the CDMA system, this paper proposes a novel means of adaptive equalizer based on QR Decomposition-based Recursive Least Square (QRD-RLS) algorithm to replace the conventional RAKE receiver. The RLS algorithm has been exploited due to its relatively superior convergence property in comparison with other adaptive filtering algorithms. However, the high quality brings about high computational complexity as well. With regards to such a side-effect, the CORDIC algorithm has been exploited and it plays an essential role in the hardware implementation of the new approach. The proposed RLS structure is simulated extensively under different channel parameters and performance is compared against traditional RAKE structure.
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