A Stability Result for RLS Adaptive Bilinear Filters

被引：9
|
作者：
Lee, Junghsi [1 ]
Mathews, V. John [2 ]
机构：
[1] Ind Technol Res Inst, Adv Technol Ctr, Comp & Commun Res Labs, Hsinchu, Taiwan
[2] Univ Utah, Dept Elect Engn, Salt Lake City, UT 84112 USA
来源：
IEEE SIGNAL PROCESSING LETTERS | 1994年 / 1卷 / 12期
基金：
美国国家科学基金会;
关键词：
9;
D O I：
10.1109/97.338749
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This letter considers recursive least squares (RLS) adaptive nonlinear filtering using bilinear system models. It is shown that the extended RLS adaptive bilinear filter, as well as the equation-error RLS adaptive bilinear filter, are guaranteed to be stable in the sense that the time average of the squared estimation error is bounded whenever the underlying process that generates the input signals is stable in the same sense.
引用
收藏
页码：191 / 193
页数：3
相关论文
共 50 条
  • [1] On the stability of bilinear filters
    Univ of Texas at Austin, Austin, United States
    Circ Syst Signal Process, 6 (691-702):
  • [2] On the stability of bilinear filters
    Kelly K. Johnson
    Irwin W. Sandberg
    Circuits, Systems and Signal Processing, 1998, 17 : 691 - 702
  • [3] On the stability of bilinear filters
    Johnson, KK
    Sandberg, IW
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 1998, 17 (06) : 691 - 702
  • [4] Extended RLS lattice adaptive filters
    Merched, R
    PROCEEDINGS OF THE 2003 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL IV: DIGITAL SIGNAL PROCESSING-COMPUTER AIDED NETWORK DESIGN-ADVANCED TECHNOLOGY, 2003, : 385 - 388
  • [5] ADAPTIVE LATTICE BILINEAR FILTERS
    BAIK, HK
    MATHEWS, VJ
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1993, 41 (06) : 2033 - 2046
  • [6] Star RLS lattice adaptive filters
    Li, Y
    Parhi, KK
    ISCAS 96: 1996 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS - CIRCUITS AND SYSTEMS CONNECTING THE WORLD, VOL 2, 1996, : 389 - 392
  • [7] Extended RLS lattice adaptive filters
    Merched, R
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2003, 51 (09) : 2294 - 2309
  • [8] CONVERGENCE OF THE RLS AND LMS ADAPTIVE FILTERS
    EWEDA, E
    MACCHI, O
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1987, 34 (07): : 799 - 803
  • [9] Notes on the stability of bilinear filters
    Johnson, KK
    Sandberg, IW
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1998, 46 (07) : 2056 - 2058
  • [10] CONSTRAINED-INPUT CONSTRAINED-OUTPUT STABILITY FOR ADAPTIVE RLS LATTICE FILTERS
    LEVARI, H
    CHIANG, KF
    KAILATH, T
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1991, 38 (12): : 1478 - 1483
12345