Projection-based multiuser receiver over frequency selective channels

Zhengyuan Xu
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Abstract

In multiuser communication, the receiver's performance is degraded by multiuser interference (MUI) as well as multipath distortions. This paper aims at elimination of these side effects. By projecting the received data onto the orthogonal code space of interfering users, equivalent single user and MUI free data vectors are obtained. Since the projection matrix consists of orthonormal bases, the whiteness of original additive Gaussian noise is still preserved after projection operation. Therefore various detection techniques, e.g., constant modulus algorithm (CMA), subspace, 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 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 signal to noise ratios.
频率选择信道上基于投影的多用户接收机
在多用户通信中,接收机的性能受到多用户干扰(MUI)和多径失真的影响。本文旨在消除这些副作用。通过将接收到的数据投影到干扰用户的正交码空间中,得到等效的单用户和MUI自由数据向量。由于投影矩阵是由标准正交基组成的,因此经过投影处理后仍然保留了原始加性高斯噪声的白度。因此,各种检测技术,如常模算法(CMA)、子空间、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。采用ILSP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。更低的误码率实现了广泛的信噪比范围。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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