基于约束恒模rls的智能天线盲自适应波束形成算法

Lei Wang, R. D. Lamare
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引用次数: 32

摘要

本文研究了智能天线的盲自适应波束形成算法在现实环境中的性能。描述了约束恒模设计准则,并将其用于推导递推最小二乘(RLS)优化算法。此外,本文还考虑了两种场景来分析其性能。通过仿真比较了该方法与其他已知的盲自适应波束形成方法的性能。结果表明,该方法具有较快的收敛速度、较好的环境鲁棒性和较好的跟踪能力。
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Constrained Constant Modulus RLS-based Blind Adaptive Beamforming Algorithm for Smart Antennas
In this paper, we study the performance of blind adaptive beamforming algorithms for smart antennas in realistic environments. A constrained constant modulus (CCM) design criterion is described and used for deriving a recursive least squares (RLS) type optimization algorithm. Furthermore, two kinds of scenarios are considered in the paper for analyzing its performance. Simulations are performed to compare the performance of the proposed method to other well-known methods for blind adaptive beamforming. Results indicate that the proposed method has a significant faster convergence rate, better robustness to changeable environments and better tracking capability.
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