Suchergebnisse - variable forgetting factor RLS algorithm
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Absolute finite differences based variable forgetting factor RLS algorithm
ISSN: 1751-9675, 1751-9683Veröffentlicht: John Wiley & Sons, Inc 01.02.2022Veröffentlicht in IET signal processing (01.02.2022)“… It also includes a suitable procedure for the forgetting factor design in the adaptation process …”
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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, 1424-8220Veröffentlicht: Basel MDPI AG 26.08.2021Veröffentlicht in Sensors (Basel, Switzerland) (26.08.2021)“… ) strategy is introduced to optimize the forgetting factor in the traditional RLS algorithm …”
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Gradient-based variable forgetting factor RLS algorithm in time-varying environments
ISSN: 1053-587X, 1941-0476Veröffentlicht: New York, NY IEEE 01.08.2005Veröffentlicht in 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 …”
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Improved Variable Forgetting Factor Proportionate RLS Algorithm with Sparse Penalty and Fast Implementation Using DCD Iterations
ISSN: 1673-5447Veröffentlicht: China Institute of Communications 01.10.2024Veröffentlicht in China communications (01.10.2024)“… In this paper, we propose a variable forgetting factor (VFF) PRLS algorithm with a sparse penalty, e.g …”
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A New Local Polynomial Modeling-Based Variable Forgetting Factor RLS Algorithm and Its Acoustic Applications
ISSN: 2329-9290, 2329-9304Veröffentlicht: Piscataway IEEE 01.11.2015Veröffentlicht in 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 …”
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Numeric Variable Forgetting Factor RLS Algorithm for Second-Order Volterra Filtering
ISSN: 0278-081X, 1531-5878Veröffentlicht: Boston SP Birkhäuser Verlag Boston 01.02.2013Veröffentlicht in Circuits, systems, and signal processing (01.02.2013)“… ) are widely used for the identification of nonlinearities in many applications. In this correspondence, the improved tracking capability of a numeric variable forgetting factor recursive least squares (NVFF-RLS …”
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Variable Forgetting Factor RLS Algorithm-Based Channel Estimator for MC-IDMA Communication Systems
ISSN: 0929-6212, 1572-834XVeröffentlicht: New York Springer US 01.07.2015Veröffentlicht in Wireless personal communications (01.07.2015)“… A variable forgetting factor-recursive least mean square (VFF-RLS) algorithm is proposed for channel impulse response (CIR …”
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A New Variable Forgetting Factor-Based Bias-Compensated RLS Algorithm for Identification of FIR Systems With Input Noise and Its Hardware Implementation
ISSN: 1549-8328, 1558-0806Veröffentlicht: New York IEEE 01.01.2020Veröffentlicht in IEEE transactions on circuits and systems. I, Regular papers (01.01.2020)“… This paper proposes a new variable forgetting factor QRD-based recursive least squares algorithm with bias compensation (VFF-QRRLS-BC …”
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A low-complexity variable forgetting factor constant modulus RLS algorithm for blind adaptive beamforming
ISSN: 0165-1684, 1872-7557Veröffentlicht: Amsterdam Elsevier B.V 01.12.2014Veröffentlicht in Signal processing (01.12.2014)“… In this paper, a recursive least squares (RLS) based blind adaptive beamforming algorithm that features a new variable forgetting factor (VFF …”
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Parameter identification of a lithium-ion battery based on the improved recursive least square algorithm
ISSN: 1755-4535, 1755-4543Veröffentlicht: The Institution of Engineering and Technology 16.09.2020Veröffentlicht in IET power electronics (16.09.2020)“… ) algorithm is discussed firstly. The reason for the RLS algorithm affecting the accuracy and rapidity of model parameter identification is pointed …”
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Gradient based variable forgetting factor RLS algorithm
ISSN: 0165-1684, 1872-7557Veröffentlicht: Amsterdam Elsevier B.V 01.06.2003Veröffentlicht in Signal processing (01.06.2003)“… An accurate new variable forgetting factor recursive least-square adaptive algorithm is derived …”
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An Improved Harmonic Current Detection Method Based on Variable Forgetting Factor RLS Algorithm
ISBN: 9783037856345, 3037856343ISSN: 1660-9336, 1662-7482, 1662-7482Veröffentlicht: Zurich Trans Tech Publications Ltd 13.02.2013Veröffentlicht in Applied Mechanics and Materials (13.02.2013)“… To improve both of them, a harmonic current detection algorithm based on variable forgetting factor Recursive Least-Squares algorithm is presented …”
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A novel adaptive variable forgetting factor RLS algorithm
Veröffentlicht: IEEE 01.10.2022Veröffentlicht in 2022 International Conference on Informatics, Networking and Computing (ICINC) (01.10.2022)“… The algorithm overcomes the conflict problem of steady-state performance and dynamic performance of the fixed forgetting factor RLS algorithm …”
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Tracking Voltage Flicker Envelope Using Cumalant-Based RLS Algorithm with Variable Forgetting Factor
ISBN: 9783037855928, 3037855924ISSN: 1660-9336, 1662-7482, 1662-7482Veröffentlicht: Zurich Trans Tech Publications Ltd 01.01.2013Veröffentlicht in Applied Mechanics and Materials (01.01.2013)“… The cumalant-based RLS algorithm with variable forgetting factor is introduced in this paper as effective approach for tracking the voltage flicker envelope …”
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A Variable Forgetting Factor RLS-CMA Algorithm Based on Decision Directed Scheme
ISSN: 2576-7828Veröffentlicht: IEEE 18.10.2024Veröffentlicht in Proceedings (International Conference on Communication Technology. Online) (18.10.2024)“… In response to the severe distortion of the transmitted signal due to phase rotation after convergence of the RLS-CMA blind equalisation algorithm, a variable forgetting factor RLS-CMA algorithm based …”
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Low-complexity correlated time-averaged variable forgetting factor mechanism for diffusion RLS algorithm in sensor networks
ISSN: 2151-870XVeröffentlicht: IEEE 01.07.2016Veröffentlicht in Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop (01.07.2016)“… In this work, we present the low-complexity variable forgetting factor (VFF) technique for the diffusion recursive least squares (RLS) algorithm …”
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A novel adaptive variable forgetting factor RLS algorithm
Veröffentlicht: IEEE 01.05.2018Veröffentlicht in 2018 26th Signal Processing and Communications Applications Conference (SIU) (01.05.2018)“… In this paper, a new adaptive variable forgetting factor RLS (AVFF-RLS) algorithm based on the autocorrelation of the error signal has been proposed to increase the convergence speed and performance of the RLS algorithm …”
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An Improved Strong Tracking Variable Forgetting Factor RLS Algorithm with Low Complexity for Dynamic System Identification
Veröffentlicht: IEEE 01.12.2019Veröffentlicht in 2019 IEEE 2nd International Conference on Electronics and Communication Engineering (ICECE) (01.12.2019)“… The basic idea is to apply dichotomous coordinate descent (DCD) and a practical variable forgetting factor (VFF) RLS algorithms …”
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A Decomposition-Based RLS Algorithm with Variable Forgetting Factors
Veröffentlicht: IEEE 01.06.2020Veröffentlicht in 2020 13th International Conference on Communications (COMM) (01.06.2020)“… The performance of the recursive least-squares (RLS) algorithm is mainly controlled by the forgetting factor …”
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Low-complexity variable forgetting factor constant modulus RLS-based algorithm for blind adaptive beamforming
ISSN: 1058-6393Veröffentlicht: IEEE 01.11.2013Veröffentlicht in Conference record - Asilomar Conference on Signals, Systems, & Computers (01.11.2013)“… In this paper, we propose a novel low-complexity variable forgetting factor (VFF) mechanism to enhance the performance of recursive least squares …”
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