渐近最优CDMA接收机:完美的MAI取消

Zhengyuan Xu
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引用次数: 2

摘要

多址干扰和多径失真是影响多用户通信的两大障碍。通过将接收到的数据投影到与干扰用户码空间正交的子空间上,可以消除接收数据向量中的MAI。通过此操作,可以得到具有AWGN的等效单用户模型。因此,各种检测技术,如最大信噪比、子空间、约束优化、迭代最小二乘投影(ILSP)等,可以成功地应用于估计传输符号和期望用户的多径信道,但具有降低的复杂性和渐近最优的性能。利用ILSP和约束优化方法对该接收机进行了仿真,并与RAKE接收机和去相关接收机进行了性能比较。在较宽的信噪比范围内实现了较低的误码概率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Asymptotically optimal CDMA receiver: perfect MAI cancellation
Multiple access interference (MAI) as well as multipath distortions are two major obstacles in multiuser communication. The MAI in the received data vectors can be eliminated by projecting the received data onto the subspace orthogonal to the code space of interfering users. After this operation, an equivalent single user model with AWGN is obtained. Therefore various detection techniques, e.g., maximum SNR, subspace, constrained optimization, iterative least squares with projection (ILSP), etc. can be successfully applied to estimate transmitted symbols and the multipath channel of the desired user, but with reduced complexity and asymptotically optimal performance. The proposed receiver is simulated by ILSP and constrained optimization method and its performance compared with the RAKE receiver and the decorrelating receiver. Much lower bit error probability is achieved for a wide range of SNRs.
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