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Research on the adaptive interference cancellation algorithms for mobile communication systems

机译:移动通信系统自适应干扰消除算法的研究

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Echo interference problem widely exists in various communication channels, which seriously affects the quality of communication. In this paper four adaptive interference cancellation algorithms including LMS, Sign-LMS, NLMS and Frequency domain Block LMS are proposed. These four adaptive algorithms were studied by Matlab simulation. The constellation diagrams, convergence speed, and the FPGA chip resource utilization for these four algorithms were compared and analyzed. It is found that NLMS algorithm and frequency domain block LMS algorithm are more suitable for adaptive interference cancellation system for FPGA chip.
机译:回声干扰问题广泛存在于各种通信渠道中,严重影响了通信质量。本文提出了四种自适应干扰消除算法,包括LMS,Sign-LMS,NLMS和频域块LMS。通过Matlab仿真研究了这四种自适应算法。对这四种算法的星座图,收敛速度和FPGA芯片资源利用率进行了比较和分析。发现NLMS算法和频域块LMS算法更适合用于FPGA芯片的自适应干扰消除系统。

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