Steady-state tracking analysis of the RLS algorithm for time-varying channels: A general state-space approach

被引：6

作者：

Leon, WS ^{[1
]}

Taylor, DP ^{[1
]}

机构：

[1] Univ Canterbury, Dept Elect & Comp Engn, Christchurch 1, New Zealand

来源：

IEEE COMMUNICATIONS LETTERS | 2003年 / 7卷 / 05期

关键词：

estimation; fading channels; recursive least squares (RLS); tracking;

D O I：

10.1109/LCOMM.2003.811208

中图分类号：

TN [电子技术、通信技术];

学科分类号：

0809 ;

摘要：

We present a general technique for analyzing the steady-state tracking performance of the recursive least squares (RLS) algorithm for estimating Rayleigh fading channels in terms of the mean squared identification eror (MSIE) or mean squared deviation (MSD). The technique may,be used with a general-order vector-autoregressive (VAR) model. Numerical results obtained using the technique agree closely with experimental results.

引用

页码：236 / 238

页数：3

共 50 条

[31] ON THE STEADY-STATE AND TRACKING ANALYSIS OF THE COMPLEX SRLMS ALGORITHM
Faiz, Mohammed Mujahid Ulla
Zerguine, Azzedine
2014 PROCEEDINGS OF THE 22ND EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2014, : 751 - 754
[32] CORRECTIONS TO A STATE-SPACE APPROACH TO ADAPTIVE RLS FILTERING
SAYED, AH
KAILATH, T
IEEE SIGNAL PROCESSING MAGAZINE, 1995, 12 (01) : 68 - 69
[33] Extremum-seeking control for steady-state performance optimization of nonlinear plants with time-varying steady-state outputs
Hazeleger, Leroy
Haring, Mark
van de Wouw, Nathan
2018 ANNUAL AMERICAN CONTROL CONFERENCE (ACC), 2018, : 2990 - 2995
[34] STABILITY ROBUSTNESS ANALYSIS OF STATE-SPACE MODELS FOR UNCERTAIN LINEAR TIME-VARYING SYSTEMS
XI, HS
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 1994, 25 (12) : 2221 - 2233
[35] COEFFICIENT SENSITIVITY ANALYSIS OF PERIODICALLY TIME-VARYING STATE-SPACE DIGITAL-FILTERS
YANG, XD
KAWAMATA, M
HIGUCHI, T
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-ANALOG AND DIGITAL SIGNAL PROCESSING, 1994, 41 (08): : 526 - 536
[36] A STATE-SPACE ANALYSIS OF LCI FED SYNCHRONOUS MOTOR-DRIVES IN THE STEADY-STATE
COLBY, RS
LIPO, TA
NOVOTNY, DW
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 1985, 21 (04) : 1016 - 1022
[37] A DIRECT METHOD FOR IDENTIFYING LINEAR TIME-VARYING STATE-SPACE MODELS
Phan, Minh Q.
Longman, Richard W.
Juang, Jer-Nan
ASTRODYNAMICS 2009, VOL 135, PTS 1-3, 2010, 135 : 161 - +
[38] Recursive identification of certain structured time-varying state-space models
Moazzam, MH
Hesketh, T
Clements, DJ
IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 1997, 144 (05): : 489 - 497
[39] Monitoring Time-Varying Network Streams Using State-Space Models
Cao, Jin
Chen, Aiyou
Bu, Tian
Buvaneswari, Arumugam
IEEE INFOCOM 2009 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS, VOLS 1-5, 2009, : 2721 - 2725
[40] Two degree optimal robust steady-state tracking controller design for plant with time-varying uncertainty
Li, Sheng-Ping
Zidonghua Xuebao/Acta Automatica Sinica, 2002, 28 (04): : 552 - 558

← 1 2 3 4 5 →