Partially Blind

Suman Das, S. Bhashyam, Joseph R. Cavallaro, B. Aazhang
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Abstract

| Multiple access interference (MAI) is a signiicant limiting factor in the performance of direct sequence code division multiple access (DS-CDMA) systems. Various multiuser detection techniques have been developed to combat the eeects of MAI. These detection techniques either assume the knowledge of all the users in the system (conventional) or assume the knowledge of the user of interest only (blind). Due to the limitations of the blind algorithms in the presence of a large number of interferers, there is a sig-niicant performance gap between these two classes of detectors. Additionally, in practice, the receiver could have only partial knowledge of the interference. In this paper, we develop a new class of detectors, partially blind multiuser detectors, that use information about a subset of interferers and bridge the performance gap between the blind and the conventional multiuser detectors.
部分盲
多址干扰(MAI)是直接序列码分多址(DS-CDMA)系统性能的一个重要限制因素。各种多用户检测技术已经被开发出来对抗MAI的影响。这些检测技术要么假设系统中所有用户的知识(传统的),要么假设感兴趣的用户的知识(盲目的)。由于盲算法在存在大量干扰时的局限性,这两类检测器之间存在显着的性能差距。此外,在实际操作中,接收方可能只知道干扰的部分信息。在本文中,我们开发了一类新的检测器,部分盲多用户检测器,它利用有关干扰子集的信息,弥补了盲多用户检测器与传统多用户检测器之间的性能差距。
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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