首页> 外文会议>World Multiconference on Systemics, Cybernetics and Informatics(SCI 2002) v.3: Image, Acoustic, Speech and Signal Processing I; 20020714-20020718; Orlando,FL; US >Efficient Interference Cancellation Algorithms for CDMA Utilizing Interference Suppression and Multipath Combining
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Efficient Interference Cancellation Algorithms for CDMA Utilizing Interference Suppression and Multipath Combining

机译:利用干扰抑制和多径组合的CDMA高效干扰消除算法

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摘要

A new, low rank adaptive algorithm that performs serial and parallel interference cancellation for a DS-CDMA in frequency selective multipath is presented. The algorithm provides interference suppression (IS) in place of matched filtering at each stage of the cancellation for better interference mitigation. It employs a computationally efficient, correlation-subtraction architecture (CSA) based on the multistage Wiener filter (MWF) to do the IS at each successive stage. This CSA-MWF structure meets MMSE performance but requires substantially fewer computations than the MMSE receiver, and eliminates the need for matrix inversion, eigen-decomposition, or the construction of blocking matrices. Embedded within the new structure is also a RAKE receiver that combines the multipath components for added performance gain. It is shown that this technique performs significantly better than the conventional matched filter (MF) SIC. The performance gains of the joint MWF/SIC and MWF/PIC structures over the conventional SIC and PIC, MMSE, and RAKE recelvers are determined for a highly loaded synchronous DS-CDMA system in frequency selective multipath, and the computational costs and performance benefits are presented.
机译:提出了一种新的低阶自适应算法,该算法在频率选择多径中为DS-CDMA执行串行和并行干扰消除。该算法在抵消的每个阶段都提供了干扰抑制(IS)来代替匹配滤波,以更好地缓解干扰。它采用基于多级维纳滤波器(MWF)的高效计算,相关减法架构(CSA)在每个连续级进行IS。这种CSA-MWF结构可以满足MMSE性能,但比MMSE接收机所需的计算量要少得多,并且无需矩阵求逆,特征分解或构造阻塞矩阵。嵌入在新结构中的还有一个RAKE接收器,该接收器结合了多径组件以提高性能。结果表明,该技术的性能明显优于传统的匹配滤波器(MF)SIC。对于频率选择多径中的高负载同步DS-CDMA系统,确定了联合MWF / SIC和MWF / PIC结构相对于常规SIC和PIC,MMSE和RAKE减速器的性能增益,并且计算成本和性能收益为:提出了。

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