Výsledky vyhledávání - "variable forgetting factor RLS algorithm"
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Absolute finite differences based variable forgetting factor RLS algorithm
ISSN: 1751-9675, 1751-9683Vydáno: John Wiley & Sons, Inc 01.02.2022Vydáno 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
ISSN: 1424-8220, 1424-8220Vydáno: Basel MDPI AG 26.08.2021Vydáno 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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Gradient-based variable forgetting factor RLS algorithm in time-varying environments
ISSN: 1053-587X, 1941-0476Vydáno: New York, NY IEEE 01.08.2005Vydáno v IEEE transactions on signal processing (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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A New Local Polynomial Modeling-Based Variable Forgetting Factor RLS Algorithm and Its Acoustic Applications
ISSN: 2329-9290, 2329-9304Vydáno: Piscataway IEEE 01.11.2015Vydáno v IEEE/ACM transactions on audio, speech, and language processing (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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Numeric Variable Forgetting Factor RLS Algorithm for Second-Order Volterra Filtering
ISSN: 0278-081X, 1531-5878Vydáno: Boston SP Birkhäuser Verlag Boston 01.02.2013Vydáno v Circuits, systems, and signal processing (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
ISSN: 0929-6212, 1572-834XVydáno: New York Springer US 01.07.2015Vydáno 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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Gradient based variable forgetting factor RLS algorithm
ISSN: 0165-1684, 1872-7557Vydáno: Amsterdam Elsevier B.V 01.06.2003Vydáno 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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Parameter identification of a lithium-ion battery based on the improved recursive least square algorithm
ISSN: 1755-4535, 1755-4543Vydáno: The Institution of Engineering and Technology 16.09.2020Vydáno 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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An Improved Harmonic Current Detection Method Based on Variable Forgetting Factor RLS Algorithm
ISBN: 9783037856345, 3037856343ISSN: 1660-9336, 1662-7482, 1662-7482Vydáno: Zurich Trans Tech Publications Ltd 13.02.2013Vydáno 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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A novel adaptive variable forgetting factor RLS algorithm
Vydáno: IEEE 01.10.2022Vydáno v 2022 International Conference on Informatics, Networking and Computing (ICINC) (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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A novel adaptive variable forgetting factor RLS algorithm
Vydáno: IEEE 01.05.2018Vydáno v 2018 26th Signal Processing and Communications Applications Conference (SIU) (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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An Improved Strong Tracking Variable Forgetting Factor RLS Algorithm with Low Complexity for Dynamic System Identification
Vydáno: IEEE 01.12.2019Vydáno v 2019 IEEE 2nd International Conference on Electronics and Communication Engineering (ICECE) (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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An adaptive fuzzy-logic variable forgetting factor RLS algorithm
ISBN: 0780391527, 9780780391529ISSN: 1090-3038Získat plný textVydáno: IEEE 2005
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Variable forgetting factor RLS algorithm for adaptive echo cancellation
ISSN: 2093-7121Vydáno: Institute of Control, Robotics and Systems (ICROS) 01.10.2014Vydáno v 2014 14th International Conference on Control, Automation and Systems (ICCAS 2014) (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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Variable forgetting factor RLS algorithm based on dynamic equation of gradient of mean square error
ISSN: 0013-5194, 1350-911XVydáno: Stevenage John Wiley & Sons, Inc 01.02.2001Vydáno 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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Variable forgetting factor RLS algorithm basedon dynamicequation of gradient of mean square error
ISSN: 0013-5194, 1350-911XVydáno: 01.02.2001Vydáno v Electronics letters (01.02.2001)Získat plný text
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A variable forgetting factor RLS algorithm with application to fuzzy time-varying systems identification
ISSN: 0020-7721, 1464-5319Vydáno: Taylor & Francis Group 01.02.1996Vydáno v International journal of systems science (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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A variable forgetting factor RLS algorithm with application to fuzzy time-varying systems identification: Soft computing : elements of learning systems
ISSN: 0020-7721Vydáno: London Taylor & Francis 1996Vydáno v International journal of systems science (1996)Získat plný text
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Gradient-Based Variable Forgetting Factor RLS Algorithm in MIMO-OFDM Channel Estimation
ISBN: 1424413117, 9781424413119ISSN: 2161-9646Vydáno: IEEE 01.09.2007Vydáno v 2007 International Conference on Wireless Communications, Networking and Mobile Computing (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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A variable forgetting factor RLS adaptive filtering algorithm
ISBN: 1424440769, 9781424440764Vydáno: IEEE 01.10.2009Vydáno v Proceedings, 2009 3rd IEEE International Symposium on Microwave, Antenna, Propagation and EMC Technologies for Wireless Communications : 27-29 October 2009, Beijing, China (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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