APPLICATION OF THE NORMALIZED LMS ALGORITHM TO MSLC.

被引：0
|
作者：
Nitzberg, Ramon [1 ]
机构：
[1] GE, Advanced Technical Programs, Section, Syracuse, NY, USA, GE, Advanced Technical Programs Section, Syracuse, NY, USA
来源：
IEEE Transactions on Aerospace and Electronic Systems | 1985年 / AES-21卷 / 01期
关键词：
MATHEMATICAL TECHNIQUES - Least Squares Approximations - RADAR - SONAR;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
For some conditions, the convergence time of the conventional LMS algorithm is longer than the radar dwell time so that the MSLC technique does not cancel jammers. The convergence time depends upon the power and angular locations of the jammers. The normalized LMS technique can decrease convergence times by several orders of magnitude. It causes the convergence time to be essentially independent of the jammer powers and decreases the convergence time dependence upon location. The derivation of an exact first moment analysis of the weights for the normalized LMS algorithm is given.
引用
收藏
页码：79 / 91
相关论文
共 50 条
  • [1] APPLICATION OF THE NORMALIZED LMS ALGORITHM TO MSLC
    NITZBERG, R
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1985, 21 (01) : 79 - 91
  • [2] An efficient normalized LMS algorithm
    Zerguine, Azzedine
    Ahmad, Jawwad
    Moinuddin, Muhammad
    Al-Saggaf, Ubaid M.
    Zoubir, Abdelhak M.
    NONLINEAR DYNAMICS, 2022, 110 (04) : 3561 - 3579
  • [3] An efficient normalized LMS algorithm
    Azzedine Zerguine
    Jawwad Ahmad
    Muhammad Moinuddin
    Ubaid M. Al-Saggaf
    Abdelhak M. Zoubir
    Nonlinear Dynamics, 2022, 110 : 3561 - 3579
  • [4] A GENERALIZATION OF THE NORMALIZED LMS ALGORITHM
    NITZBERG, R
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1987, 23 (04) : 589 - 592
  • [5] GENERALIZATION OF THE NORMALIZED LMS ALGORITHM.
    Nitzberg, Ramon
    IEEE Transactions on Aerospace and Electronic Systems, 1987, AES-23 (04) : 589 - 592
  • [6] ANALYSIS OF THE NORMALIZED LMS ALGORITHM WITH GAUSSIAN INPUTS
    BERSHAD, NJ
    IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1986, 34 (04): : 793 - 806
  • [7] Enhanced-Convergence Normalized LMS Algorithm
    Givens, Maurice
    IEEE SIGNAL PROCESSING MAGAZINE, 2009, 26 (03) : 81 - +
  • [8] Normalized LMS algorithm with orthogonal correction factors
    Sankaran, SG
    Beex, AA
    THIRTY-FIRST ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1 AND 2, 1998, : 1670 - 1673
  • [9] A Variable Parameter Improved Proportionate Normalized LMS Algorithm
    Liu, Ligang
    Fukumoto, Masahiro
    Zhang, Shiyong
    2008 IEEE ASIA PACIFIC CONFERENCE ON CIRCUITS AND SYSTEMS (APCCAS 2008), VOLS 1-4, 2008, : 201 - +
  • [10] PERFORMANCE ANALYSIS OF DEFICIENT LENGTH NORMALIZED LMS ALGORITHM
    Gao, Wei
    Song, Meiru
    Huang, Lihuan
    Zhang, Lingling
    2020 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATIONS AND COMPUTING (IEEE ICSPCC 2020), 2020,
12345