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基于NLMS的LFM信號自適應校正研究

馮成燕 吳援明

馮成燕, 吳援明. 基于NLMS的LFM信號自適應校正研究[J]. 電子與信息學報, 2006, 28(12): 2248-2251.
引用本文: 馮成燕, 吳援明. 基于NLMS的LFM信號自適應校正研究[J]. 電子與信息學報, 2006, 28(12): 2248-2251.
Feng Cheng-yan, Wu Yuan-ming. The Research of Channel Adaptive Calibration of LFM Signal Based on NLMS[J]. Journal of Electronics & Information Technology, 2006, 28(12): 2248-2251.
Citation: Feng Cheng-yan, Wu Yuan-ming. The Research of Channel Adaptive Calibration of LFM Signal Based on NLMS[J]. Journal of Electronics & Information Technology, 2006, 28(12): 2248-2251.

基于NLMS的LFM信號自適應校正研究

The Research of Channel Adaptive Calibration of LFM Signal Based on NLMS

  • 摘要: 該文針對雷達對抗中的LFM信號進行了自適應校正的研究,用NLMS算法對LFM信號的校正進行了建模與理論推導,求出了最優(yōu)步長與最小誤差的具體表達式,并進行了計算機仿真驗證,表明了該理論分析的指導價值。
  • 馮成燕, 吳援明, 劉剛, 祝正威. 基于改進NLMS算法的自適應均衡技術研究. 信號處理, 2005, 21(6): 649-652.[2]Widrow B, McCool J M, Larimore M G, Johnson C R. Stationary and nonstationary learning characteristics of the LMS adaptive filter[J].Proc. IEEE.1976, 64(8):1151-1162[3]Widrow B, Walach. On the statistical efficiency of the LMS algorithm with nonstationary inputs. IEEE Trans. on Inform. Theory, Special Issue on Adaptive Filtering, 1984, IT-30(3): 211-221.[4]Macchi O. Optimization of adaptive identification for time-varying filters. IEEE Trans. on Automat. Contr., 1986, AC-31: 283-287.[5]Farhang-Borojeny B, Gazor S. Performance of LMS-based adaptive filters in tracking a time-varying plant[J].IEEE Trans. on Signal Processing.1996, 44(11):2868-2871[6]Al-Naffouri T Y, Sayed A H. Transient analysis of data-normalized adaptive filters[J].IEEE Trans. on Signal Processing.2003, 51(3):639-652[7]Sundar G.Sankaran, Beex A A. Tracking Analysis Results for NLMS and APA. IEEE Trans. Acoustics, Speech, and Signal Processing, 2002 Proceedings. IEEE International Conference: 1105-1108.[8]Macfhi O, Bershad N. Adaptive recovery of a chirped sinusoid in Noise, Part 1: Performance of the RLS algorithm[J].IEEE Trans. on Signal Processing.1991, 39(3):583-594[9]Macfhi O, Bershad N. Adaptive recovery of a chirped sinusoid in Noise, Part 1: Performance of the LMS Algorithm[J].IEEE Trans. on Signal Processing.1991, 39(3):595-602[10]Bershad N J, Feintuch P L, Reed F A, Fisher B. Tracking characteristics of the LMS adaptive line enhancer-response to a linear chirp signal in noise[J].IEEE Trans. on Acouse., Speech, Signal Processing.1980, 28(5):504-516[11]張華. 低信噪比下線性調頻信號的檢測與參量估計研究. [碩士學位論文], 電子科技大學, 2004.
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出版歷程
  • 收稿日期:  2005-03-28
  • 修回日期:  2005-10-25
  • 刊出日期:  2006-12-19

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