多径衰落信道下线性多用户接收机的大系统性能

J. Evans, David Tse
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引用次数: 308

摘要

码分多址(CDMA)网络中用于特定用户的线性多用户接收器从系统中所有用户的信道知识中获得潜在的好处。在快速多径衰落环境中,我们不能假设信道估计是完美的,并且不可避免的信道估计误差将限制这种潜在增益。我们研究了信道估计误差对线性多用户接收机性能的影响,以及信道估计问题本身。特别感兴趣的是通道和数据估计算法的可伸缩性属性:随着系统带宽和用户数量(以及要估计的通道)的增长,性能会发生什么变化?我们的主要结果涉及在大处理增益极限下线性多用户接收机的信干扰比的渐近表达式,其中用户数量除以处理增益保持不变。我们对扩频序列采用随机模型,并且限制信干扰比表达式与实际签名序列无关,仅取决于系统负载和信道统计数据:背景噪声功率、可分辨多径的能量分布和信道相干时间。信道不确定性对多用户接收机性能的影响可以用有效干扰的概念简洁地描述。
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Large system performance of linear multiuser receivers in multipath fading channels
A linear multiuser receiver for a particular user in a code-division multiple-access (CDMA) network gains potential benefits from knowledge of the channels of all users in the system. In fast multipath fading environments we cannot assume that the channel estimates are perfect and the inevitable channel estimation errors will limit this potential gain. We study the impact of channel estimation errors on the performance of linear multiuser receivers, as well as the channel estimation problem itself. Of particular interest are the scalability properties of the channel and data estimation algorithms: what happens to the performance as the system bandwidth and the number of users (and hence channels to estimate) grows? Our main results involve asymptotic expressions for the signal-to-interference ratio of linear multiuser receivers in the limit of large processing gain, with the number of users divided by the processing gain held constant. We employ a random model for the spreading sequences and the limiting signal-to-interference ratio expressions are independent of the actual signature sequences, depending only on the system loading and the channel statistics: background noise power, energy profile of resolvable multipaths, and channel coherence time. The effect of channel uncertainty on the performance of multiuser receivers is succinctly captured by the notion of effective interference.
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