CDMA移动通信的约束拟牛顿算法

M. D. De Campos, S. Werner, J. A. Apolinário, T. Laakso
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引用次数: 10

摘要

这项工作提出了一个准牛顿(QN)算法的约束版本的推导。通过仿真研究了该算法在直接序列码分多址(DS-CDMA)问题中的应用。将该算法与文献中已知的其他约束自适应算法在类似错调整水平下的收敛率进行了比较。采用同步传输和异步传输两种场景对DS-CDMA通信中的干扰抑制进行仿真,展示了该算法在此类应用中的能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Constrained quasi-Newton algorithm for CDMA mobile communications
This work presents the derivation of the constrained version of a quasi-Newton (QN) algorithm. Application of such an algorithm to the problem of direct-sequence code-division multiple access (DS-CDMA) is investigated through simulations. The algorithm is compared to other constrained adaptation algorithms known in the literature in terms of convergence rate for a similar misadjustment level. Two scenarios describing synchronous and asynchronous transmission are used in simulations of interference suppression in DS-CDMA communication, showing the capabilities of the algorithm in such applications.
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