码分多址系统的组合时空滤波器结构

A. Yener, R. Yates, S. Ulukus
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引用次数: 4

摘要

CDMA系统受干扰的限制,因此有效的干扰管理是提高CDMA系统容量的必要条件。本文考虑结合两种有效的基于接收机的干扰管理策略:多用户检测(时间滤波)和接收机波束形成(空间滤波)。我们制定并检查了几种线性滤波器结构的性能,这些结构都基于最小均方误差(MMSE)标准,但MMSE问题如何在时间和空间域中定义不同,即联合或级联。结果表明,虽然联合最优MMSE滤波器在所有可能的线性滤波器中实现了最大的信干扰比(SIR),但产生单个时间和单个空间滤波器的约束最优MMSE滤波器均匀或渐近地优于所有组合单用户/多用户方法和级联优化方法。约束最优MMSE滤波器在除高负载系统外的所有系统中都具有近抗远性,并且具有较低的复杂性。
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Combined temporal and spatial filter structures for CDMA systems
CDMA systems are interference limited and therefore efficient interference management is necessary to enhance the capacity of a CDMA system. In this paper we consider combining two effective receiver based interference management strategies: multiuser detection (temporal filtering) and receiver beamforming (spatial filtering). We formulate and examine the performance of several linear filter structures which are all based on minimum mean squared error (MMSE) criteria, but differ in how the MMSE problems are defined in the temporal and spatial domains, i.e., jointly or in cascade. It is shown that while the joint optimum MMSE filter achieves the maximum signal-to-interference ratio (SIR) among all possible linear filters, the constrained optimum MMSE filter which results in a single temporal and single spatial filter outperforms all combined single-user/multiple-user approaches and cascaded optimization approaches either uniformly or asymptotically. The constrained optimum MMSE filter is near-far resistant in all but very highly loaded systems and enjoys low complexity.
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