A New Class of Efficient Block-Iterative Interference Cancellation Techniques for Digital Communication Receivers

被引:0
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作者
Albert M. Chan
Gregory W. Wornell
机构
[1] Massachusetts Institute of Technology,Department of Electrical Engineering and Computer Science, and the Research Laboratory of Electronics
[2] MIT,undefined
来源
Journal of VLSI signal processing systems for signal, image and video technology | 2002年 / 30卷
关键词
equalization; multiuser detection; decision-feedback equalizer; multipass receivers; multistage detectors; iterative decoding; stripping; interference cancellation;
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学科分类号
摘要
A new and efficient class of nonlinear receivers is introduced for digital communication systems. These “iterated-decision” receivers use optimized multipass algorithms to successively cancel interference from a block of received data and generate symbol decisions whose reliability increases monotonically with each iteration. Two variants of such receivers are discussed: the iterated-decision equalizer and the iterated-decision multiuser detector. Iterated-decision equalizers, designed to equalize intersymbol interference (ISI) channels, asymptotically achieve the performance of maximum-likelihood sequence detection (MLSD), but only have a computational complexity on the order of a linear equalizer (LE). Even more importantly, unlike the decision-feedback equalizer (DFE), iterated-decision equalizers can be readily used in conjunction with error-control coding. Similarly, iterated-decision multiuser detectors, designed to cancel multiple-access interference (MAI) in typical wireless environments, approach the performance of the optimum multiuser detector in uncoded systems with a computational complexity comparable to a decorrelating detector or a linear minimum mean-square error (MMSE) multiuser detector.
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页码:197 / 215
页数:18
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