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首页> 外文期刊>IEEE Transactions on Communications >Finite memory-length linear multiuser detection for asynchronous CDMA communications
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Finite memory-length linear multiuser detection for asynchronous CDMA communications

机译:异步CDMA通信的有限存储器长度线性多用户检测

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摘要

Decorrelating, linear, minimum mean-squared error (LMMSE), and noise-whitening multiuser detectors for code-division multiple-access systems (CDMA) are ideally infinite memory-length (referred to as IIR) detectors. To obtain practical detectors, which have low implementation complexity and are suitable for CDMA systems with time-variant system parameters (e.g., the number of users, the delays of users, and the signature waveforms), linear finite-memory-length (referred to as FIR) multiuser detectors are studied in this paper. They are obtained by truncating the IIR detectors or by finding optimal FIR detectors. The signature waveforms are not restricted to be time-invariant (periodic over symbol interval). Thus, linear multiuser detection is generalized to systems with spreading sequences longer than the symbol interval. Conditions for the stability of the truncated detectors are discussed. Stable truncated detectors are shown to be near-far resistant if the received powers are upper bounded, and if the memory length is large enough (but finite). Numerical examples demonstrate that moderate memory lengths are sufficient to obtain the performance of the IIR detectors even with a severe near-far problem.
机译:用于码分多址系统(CDMA)的去相关,线性,最小均方误差(LMMSE)和噪声白化多用户检测器是理想的无限存储器长度(称为IIR)检测器。为了获得实用的检测器,该检测器具有较低的实现复杂度并且适用于具有时变系统参数(例如,用户数量,用户延迟和签名波形),线性有限存储器长度(称为“作为FIR),本文研究了多用户检测器。通过截断IIR检测器或找到最佳FIR检测器可以获得它们。签名波形不限于时不变的(在符号间隔上是周期性的)。因此,线性多用户检测被推广到扩展序列长于符号间隔的系统。讨论了截断探测器稳定性的条件。如果接收功率上限,并且存储器长度足够大(但有限),则稳定的截断检测器将表现出远近抵抗能力。数值示例表明,即使存在严重的远近问题,适度的存储长度也足以获得IIR检测器的性能。

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