应用科学学报

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仿射投影数据重用MCMA盲均衡

刘世刚, 葛临东, 巩克现   

  1. 解放军信息工程大学 信息科学系, 河南 郑州 450002
  • 收稿日期:2008-03-06 修回日期:2008-08-20 出版日期:2008-12-10 发布日期:2008-12-10
  • 通信作者: 刘世刚

MCMA Blind Equalization with Affine Projection and Data-Reusing

Liu Shi-gang, Ge Lin-dong, Gong Ke-xian
  

  1. Institute of Information Engineering, PLA Information Engineering University, Zhengzhou 450002, China
  • Received:2008-03-06 Revised:2008-08-20 Online:2008-12-10 Published:2008-12-10
  • Contact: Liu Shi-gang

摘要: 针对突发信号的盲接收,提出一种快速收敛的盲均衡算法. 该算法将自适应滤波领域中的仿射投影和数据重用思想引入修正常模算法(MCMA)盲均衡器. 与传统的MCMA算法相比,大大提高了算法的收敛速率,适用于突发信号的盲均衡. 在数值模拟中,与传统的MCMA 算法在收敛速率、稳态误差等方面进行了对比分析.

关键词: 仿射投影, 数据重用, 盲均衡, MCMA

Abstract: A novel blind equalization algorithm with rapid convergence rate is proposed to receive the burst-mode signal. The idea of affine projection and data-reusing in adaptive filtering field is applied to the modified constant modulus algorithm (MCMA). Compared with the basic MCMA, the proposed method converges faster due to affine projection and data-reusing. Derivation of the algorithm is given and its performance analyzed. In the numerical simulation, the proposed algorithm is compared with the basic MCMA in terms of convergence rate and stationary error.

Key words: affine projection, data-reusing, blind equalization, MCMA

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