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

页码：79 / 91

共 50 条

[31] Multikernel adaptive filtering over graphs based on normalized LMS algorithm
Xiao, Yilin
Yan, Wenxu
Dogancay, Kutluyil
Ni, Hongyu
Wang, Wenyuan
SIGNAL PROCESSING, 2024, 214
[32] Evaluation of normalized circulantly preconditioned LMS algorithm in active noise reduction
Wei Yu
Wenjian Wang
Multiscale and Multidisciplinary Modeling, Experiments and Design, 2024, 7 : 1095 - 1105
[33] Adaptive Kernel Bandwidth Method for Kernel Normalized LMS Adaptive Algorithm
Nishikawa, Kiyoshi
Albu, Felix
Coltuc, Dinu
Coanda, Henri
2017 21ST INTERNATIONAL CONFERENCE ON SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), 2017, : 477 - 481
[34] Analysis of adaptive filters using normalized signed regressor LMS algorithm
Koike, S
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1999, 47 (10) : 2710 - 2723
[35] ADAPTIVE DEMODULATION OF CHAOTIC COMMUNICATION SYSTEM WITH NONLINEAR NORMALIZED LMS ALGORITHM
Zhang, Xiaoli
Fan, Yongquan
Pei, Zheng
COMPUTATIONAL INTELLIGENCE: FOUNDATIONS AND APPLICATIONS: PROCEEDINGS OF THE 9TH INTERNATIONAL FLINS CONFERENCE, 2010, 4 : 950 - 955
[36] A normalized block LMS algorithm for frequency-domain Volterra filters
Im, S
PROCEEDINGS OF THE IEEE SIGNAL PROCESSING WORKSHOP ON HIGHER-ORDER STATISTICS, 1997, : 152 - 156
[37] Combined regularization parameter for normalized LMS algorithm and its performance analysis
Shi, Long
Zhao, Haiquan
Wang, Wenyuan
Lu, Lu
SIGNAL PROCESSING, 2019, 162 : 75 - 82
[38] A VS-LMS algorithm using normalized absolute estimation error
Kim, DW
Choi, JH
Choi, YS
Jeon, CH
Ko, HY
1996 IEEE TENCON - DIGITAL SIGNAL PROCESSING APPLICATIONS PROCEEDINGS, VOLS 1 AND 2, 1996, : 692 - 697
[39] CONVERGENCE AND PERFORMANCE ANALYSIS OF THE NORMALIZED LMS ALGORITHM WITH UNCORRELATED GAUSSIAN DATA
TARRAB, M
FEUER, A
IEEE TRANSACTIONS ON INFORMATION THEORY, 1988, 34 (04) : 680 - 691
[40] A Family of Normalized LMS Algorithms
Douglas, Scott C.
IEEE SIGNAL PROCESSING LETTERS, 1994, 1 (03) : 49 - 51

← 1 2 3 4 5 →