Search Results - variable forgetting factor RLS algorithm
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Absolute finite differences based variable forgetting factor RLS algorithm
ISSN: 1751-9675, 1751-9683Published: John Wiley & Sons, Inc 01.02.2022Published 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, 1424-8220Published: Basel MDPI AG 26.08.2021Published in Sensors (Basel, Switzerland) (26.08.2021)“…) strategy is introduced to optimize the forgetting factor in the traditional RLS algorithm…”
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Improved Variable Forgetting Factor Proportionate RLS Algorithm with Sparse Penalty and Fast Implementation Using DCD Iterations
ISSN: 1673-5447Published: China Institute of Communications 01.10.2024Published 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, 2329-9304Published: Piscataway IEEE 01.11.2015Published 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, 1531-5878Published: Boston SP Birkhäuser Verlag Boston 01.02.2013Published 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, 1572-834XPublished: New York Springer US 01.07.2015Published 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, 1558-0806Published: New York IEEE 01.01.2020Published 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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Gradient-based variable forgetting factor RLS algorithm in time-varying environments
ISSN: 1053-587X, 1941-0476Published: New York, NY IEEE 01.08.2005Published 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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A low-complexity variable forgetting factor constant modulus RLS algorithm for blind adaptive beamforming
ISSN: 0165-1684, 1872-7557Published: Amsterdam Elsevier B.V 01.12.2014Published 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, 1755-4543Published: The Institution of Engineering and Technology 16.09.2020Published 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, 1872-7557Published: Amsterdam Elsevier B.V 01.06.2003Published 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, 1662-7482Published: Zurich Trans Tech Publications Ltd 13.02.2013Published 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
Published: IEEE 01.10.2022Published 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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Conference Proceeding -
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Tracking Voltage Flicker Envelope Using Cumalant-Based RLS Algorithm with Variable Forgetting Factor
ISBN: 9783037855928, 3037855924ISSN: 1660-9336, 1662-7482, 1662-7482Published: Zurich Trans Tech Publications Ltd 01.01.2013Published 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: 2576-7828Published: IEEE 18.10.2024Published 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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Conference Proceeding -
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Low-complexity correlated time-averaged variable forgetting factor mechanism for diffusion RLS algorithm in sensor networks
ISSN: 2151-870XPublished: IEEE 01.07.2016Published 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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Conference Proceeding -
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A novel adaptive variable forgetting factor RLS algorithm
Published: IEEE 01.05.2018Published 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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Conference Proceeding -
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An Improved Strong Tracking Variable Forgetting Factor RLS Algorithm with Low Complexity for Dynamic System Identification
Published: IEEE 01.12.2019Published 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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Conference Proceeding -
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A Decomposition-Based RLS Algorithm with Variable Forgetting Factors
Published: IEEE 01.06.2020Published 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: 1058-6393Published: IEEE 01.11.2013Published 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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