An adaptive parallel interference canceler using adaptive blind arrays

S. N. Nazar, M. Ahmad, M. Swamy, Weiping Zhu
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引用次数: 1

Abstract

The performance of code-division multiple access (CDMA) receivers can be significantly enhanced by employing multiuser detection techniques and antenna arrays. A compromise between the system performance and the computational complexity is obtained by employing parallel interference cancellation due to its simple structure. We propose a technique in which an adaptive parallel interference canceler (APIC) and adaptive blind arrays are combined. The blind algorithm is formulated using a constrained optimization criterion, and the adaptation is carried out using LMS algorithm combined with the gradient-projection algorithm to incorporate the quadratic constraint. Simulation results are presented to show the excellent performance of the proposed structure in comparison with that of using either multiuser detection or smart antennas in a severe near-far situation.
采用自适应盲阵列的自适应并行干扰消除器
采用多用户检测技术和天线阵列可以显著提高码分多址(CDMA)接收机的性能。由于其结构简单,采用并行干涉消除方法,在系统性能和计算复杂度之间取得了折衷。提出了一种将自适应并行干扰消除器(APIC)与自适应盲阵列相结合的技术。采用约束优化准则制定盲算法,采用LMS算法结合梯度投影算法进行自适应,纳入二次约束。仿真结果表明,与使用多用户检测或智能天线的结构相比,该结构在严重的近远环境下具有优异的性能。
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