Hierarchical least squares algorithms for single-input multiple-output systems based on the auxiliary model

被引：28
|
作者：
Xiang, Lili [1 ]
Xie, Linbo [1 ]
Liao, Yuwu [2 ]
Ding, Ruifeng [1 ]
机构：
[1] Jiangnan Univ, Sch Commun & Control Engn, Wuxi 214122, Peoples R China
[2] Xiangfan Univ, Dept Phys & Elect Informat Technol, Xiangfan 441053, Peoples R China
来源：
MATHEMATICAL AND COMPUTER MODELLING | 2010年 / 52卷 / 5-6期
基金：
中国国家自然科学基金;
关键词：
Least squares; Parameter estimation; Auxiliary model identification; Hierarchical identification; DUAL-RATE SYSTEMS; STOCHASTIC GRADIENT ALGORITHMS; NONSTATIONARY ARMA PROCESSES; SELF-TUNING CONTROL; PARAMETER-ESTIMATION; IDENTIFICATION METHODS; PERFORMANCE ANALYSIS; MULTIRATE SYSTEMS; MISO SYSTEMS; CONVERGENCE;
D O I：
10.1016/j.mcm.2010.05.025
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
This paper presents an auxiliary model based hierarchical least squares algorithm to estimate the parameters of single-input multi-output system modelling by combining the auxiliary model identification idea and the hierarchical identification principle. a numerical example is given to show the performance of the proposed algorithm. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码：918 / 924
页数：7
相关论文
共 50 条
  • [1] Hierarchical recursive least squares parameter estimation methods for multiple-input multiple-output systems by using the auxiliary models
    Xing, Haoming
    Ding, Feng
    Pan, Feng
    Yang, Erfu
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2023, 37 (11) : 2983 - 3007
  • [2] Zero-based equalizers for single-input single-output and single-input multiple-output channels
    Abeysekera, Saman S.
    Ye, Yun
    SIGNAL PROCESSING, 2008, 88 (07) : 1868 - 1880
  • [3] Multiple-input multiple-output least-squares constant modulus algorithms
    Sansrimahachai, P
    Ward, DB
    Constantinides, AG
    GLOBECOM'03: IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, VOLS 1-7, 2003, : 2084 - 2088
  • [4] Auxiliary model-based hierarchical stochastic gradient methods for multiple-input multiple-output systems
    Xing, Haoming
    Ding, Feng
    Pan, Feng
    JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2024, 442
  • [5] Two iterative channel estimation algorithms in single-input multiple-output (SIMO) LTE systems
    Liu, Yang
    Sezginer, Serdar
    TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, 2013, 24 (01): : 59 - 68
  • [6] Auxiliary model-based maximum likelihood multi-innovation recursive least squares identification for multiple-input multiple-output systems☆
    Wang, Huihui
    Zhang, Qian
    Liu, Ximei
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2024, 361 (18):
  • [7] Modelling and Control of Single-Input and Multiple-Output Modular Converter Systems
    Li, Ye
    Han, Yehui
    2015 IEEE 16th Workshop on Control and Modeling for Power Electronics (COMPEL), 2015,
  • [8] Golden codeword-based modulation schemes for single-input multiple-output systems
    Xu, Hongjun
    Pillay, Narushan
    INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2019, 32 (10)
  • [9] New Single-Input, Multiple-Output Converter Topologies
    Ferrera Prieto, Maria Bella
    Perez Litran, Salvador
    Duran Aranda, Eladio
    Enrique Gomez, Juan Manuel
    IEEE INDUSTRIAL ELECTRONICS MAGAZINE, 2016, 10 (02) : 6 - 20
  • [10] Ranging in a single-input multiple-output (SIMO) system
    Gezici, Sinan
    Sahinoglu, Zafer
    IEEE COMMUNICATIONS LETTERS, 2008, 12 (03) : 197 - 199
12345