Výsledky vyhledávání - "variable forgetting factor RLS algorithm"

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  1. 1

    Absolute finite differences based variable forgetting factor RLS algorithm Autor Drašković, Slobodan, Đurović, Željko, Petrović, Vera

    ISSN: 1751-9675, 1751-9683
    Vydáno: John Wiley & Sons, Inc 01.02.2022
    Vydáno v IET signal processing (01.02.2022)
    “…Adaptive signal processing requires an efficient non‐stationarity detector. Most of the known non‐stationarity detection algorithms are based on residual…”
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    A Novel Method for Online Extraction of Small-Angle Scattering Pulse Signals from Particles Based on Variable Forgetting Factor RLS Algorithm Autor Zhang, Rongrui, Zhao, Heng

    ISSN: 1424-8220, 1424-8220
    Vydáno: Basel MDPI AG 26.08.2021
    Vydáno v Sensors (Basel, Switzerland) (26.08.2021)
    “…The small-angle optical particle counter (OPC) can detect particles with strong light absorption. At the same time, it can ignore the properties of the…”
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  3. 3

    Gradient-based variable forgetting factor RLS algorithm in time-varying environments Autor Shu-Hung Leung, So, C.F.

    ISSN: 1053-587X, 1941-0476
    Vydáno: New York, NY IEEE 01.08.2005
    “…In this paper, a new control mechanism for the variable forgetting factor (VFF) of the recursive least square (RLS) adaptive algorithm is presented. The…”
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  4. 4

    A New Local Polynomial Modeling-Based Variable Forgetting Factor RLS Algorithm and Its Acoustic Applications Autor Chu, Y. J., Chan, S. C.

    ISSN: 2329-9290, 2329-9304
    Vydáno: Piscataway IEEE 01.11.2015
    “…This paper proposes a new class of local polynomial modeling (LPM)-based variable forgetting factor (VFF) recursive least squares (RLS) algorithms called the…”
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  5. 5

    Numeric Variable Forgetting Factor RLS Algorithm for Second-Order Volterra Filtering Autor Kohli, Amit Kumar, Rai, Amrita

    ISSN: 0278-081X, 1531-5878
    Vydáno: Boston SP Birkhäuser Verlag Boston 01.02.2013
    “…Nonlinear adaptive filtering techniques for system identification (based on the Volterra model) are widely used for the identification of nonlinearities in…”
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    Variable Forgetting Factor RLS Algorithm-Based Channel Estimator for MC-IDMA Communication Systems Autor Oyerinde, Olutayo Oyeyemi, Mneney, Stanley Henry

    ISSN: 0929-6212, 1572-834X
    Vydáno: New York Springer US 01.07.2015
    Vydáno v Wireless personal communications (01.07.2015)
    “…There are different types of technologies that are in use for multi-user wireless communication systems. In this article, a relatively new multi-user scheme,…”
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  7. 7

    Gradient based variable forgetting factor RLS algorithm Autor So, C.F., Ng, S.C., Leung, S.H.

    ISSN: 0165-1684, 1872-7557
    Vydáno: Amsterdam Elsevier B.V 01.06.2003
    Vydáno v Signal processing (01.06.2003)
    “…An accurate new variable forgetting factor recursive least-square adaptive algorithm is derived. An improved mean square behaviour analysis is presented, which…”
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  8. 8

    Parameter identification of a lithium-ion battery based on the improved recursive least square algorithm Autor Ren, Biying, Xie, Chenxue, Sun, Xiangdong, Zhang, Qi, Yan, Dan

    ISSN: 1755-4535, 1755-4543
    Vydáno: The Institution of Engineering and Technology 16.09.2020
    Vydáno v IET power electronics (16.09.2020)
    “…Accurate parameter identification of a lithium-ion battery is a critical basis in the battery management systems. Based on the analysis of the second-order RC…”
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  9. 9

    An Improved Harmonic Current Detection Method Based on Variable Forgetting Factor RLS Algorithm Autor Vu, Minh Guang, Li, Yun Lu, Wang, Da Zhi, Han, Wei

    ISBN: 9783037856345, 3037856343
    ISSN: 1660-9336, 1662-7482, 1662-7482
    Vydáno: Zurich Trans Tech Publications Ltd 13.02.2013
    Vydáno v Applied Mechanics and Materials (13.02.2013)
    “…The effects of compensating and restraining the power system harmonics using active power filter are determined by the detection precision and its dynamic…”
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  10. 10

    A novel adaptive variable forgetting factor RLS algorithm Autor Li, Kai, Xiao, Jun, Xie, JinFang, Wu, RuiQi

    Vydáno: IEEE 01.10.2022
    “…This paper investigates the variable forgetting factor least squares method and establishes a nonlinear functional relationship between the forgetting factor…”
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  11. 11

    A novel adaptive variable forgetting factor RLS algorithm Autor Maras, Meryem, Ayvaz, Elif Nur, Ozen, Ali

    Vydáno: IEEE 01.05.2018
    “…As the demand for higher data rates increases steadily, there will always be a need to develop more efficient wireless communication systems. Adaptive channel…”
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  12. 12

    An Improved Strong Tracking Variable Forgetting Factor RLS Algorithm with Low Complexity for Dynamic System Identification Autor Shuhua, Lv, Zhi, Quan

    Vydáno: IEEE 01.12.2019
    “…The recursive least squares (RLS) adaptive filter is an appealing choice in systems identification problems, mainly due to its fast convergence rate. However,…”
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  14. 14

    Variable forgetting factor RLS algorithm for adaptive echo cancellation Autor Sukhumalchayaphong, Sethaphak, Benjangkaprasert, Chawalit

    ISSN: 2093-7121
    Vydáno: Institute of Control, Robotics and Systems (ICROS) 01.10.2014
    “…Adaptive algorithms are widely used for support a wide range of applications. The attractive one application is an echo canceller in the long distance…”
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  15. 15

    Variable forgetting factor RLS algorithm based on dynamic equation of gradient of mean square error Autor So, C F, Leung, S H

    ISSN: 0013-5194, 1350-911X
    Vydáno: Stevenage John Wiley & Sons, Inc 01.02.2001
    Vydáno v Electronics letters (01.02.2001)
    “…A new variable forgetting factor RLS adaptive algorithm, is introduced. The control of the forgetting factor is based on the dynamic equation of the gradient…”
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  17. 17

    A variable forgetting factor RLS algorithm with application to fuzzy time-varying systems identification Autor WANG, LIANG, LANGARI, REZA

    ISSN: 0020-7721, 1464-5319
    Vydáno: Taylor & Francis Group 01.02.1996
    “…) and the original variable forgetting factor RLS algorithm of Fortescue et al. (1981). It is shown that the performance of the new algorithm compares favorably with these existing algorithms. Finally, the algorithm is applied to the identification of fuzzy time-varying systems, with satisfactory results…”
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    Gradient-Based Variable Forgetting Factor RLS Algorithm in MIMO-OFDM Channel Estimation Autor Lan, Hai-Yan, Yang, Shen-Yuan, Tan, Feng, Zhao, Li-Quan

    ISBN: 1424413117, 9781424413119
    ISSN: 2161-9646
    Vydáno: IEEE 01.09.2007
    “…This paper proposed a gradient-based variable forgetting factor RLS (GVFF-RLS) algorithm in MIMO-OFDM channel estimation. This GVFF-RLS algorithm is preferable…”
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  20. 20

    A variable forgetting factor RLS adaptive filtering algorithm Autor Junfeng Wang

    ISBN: 1424440769, 9781424440764
    Vydáno: IEEE 01.10.2009
    “… Therefore, a variable forgetting factor RLS algorithm is presented in this paper. Simulation results show that the convergence and stability of the variable forgetting factor RLS algorithm (VRLS…”
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