Suchergebnisse - (( kernel recursive last squares algorithm ) OR ( kernel recursive post squares algorithm ))
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Quaternion kernel recursive least-squares algorithm
ISSN: 0165-1684, 1872-7557Veröffentlicht: Elsevier B.V 01.01.2021Veröffentlicht in Signal processing (01.01.2021)“… In this paper, we study a kernel recursive least squares (KRLS) algorithm in the quaternion domain …”
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An adaptive fuzzy predictive control of nonlinear processes based on Multi-Kernel least squares support vector regression
ISSN: 1568-4946, 1872-9681Veröffentlicht: Elsevier B.V 01.12.2018Veröffentlicht in Applied soft computing (01.12.2018)“… –Sugeno system based Multi-Kernel Least Squares Support Vector Regression (TS-LSSVR). The proposed adaptive TS-LSSVR strategy is constructed using a multi-kernel least …”
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Kernel Recursive Maximum Versoria Criterion Based Post-Distorter for VLC Using Kernel-Width Sampling
ISSN: 1943-0655, 1943-0647Veröffentlicht: Piscataway IEEE 01.06.2022Veröffentlicht in IEEE photonics journal (01.06.2022)“… ) based kernel recursive maximum Versoria criterion (KRMVC) based post-distortion algorithm is proposed, which delivers better performance as compared to the classical polynomial series, and kernel recursive least squares (KRLS …”
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Kernel Recursive Maximum Versoria Criterion Algorithm Using Random Fourier Features
ISSN: 1549-7747, 1558-3791Veröffentlicht: New York IEEE 01.07.2021Veröffentlicht in IEEE transactions on circuits and systems. II, Express briefs (01.07.2021)“… )-based kernel recursive maximum Versoria criterion (KRMVC) algorithm is proposed. Convergence analysis is presented next for the proposed RFF-KRMVC algorithm as guarantees of the promised …”
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Sparse Sliding-Window Kernel Recursive Least-Squares Channel Prediction for Fast Time-Varying MIMO Systems
ISSN: 1424-8220, 1424-8220Veröffentlicht: Basel MDPI AG 01.08.2022Veröffentlicht in Sensors (Basel, Switzerland) (01.08.2022)“… The kernel recursive least-squares (KRLS) algorithm, which offers an attractive framework to deal with nonlinear problems, can be used in predicting nonlinear time-varying CSI …”
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Low complexity post-distorter based on extended kernel recursive least squares for visible light communications
ISSN: 0165-1684, 1872-7557Veröffentlicht: Elsevier B.V 01.06.2024Veröffentlicht in Signal processing (01.06.2024)“… •The reproducing kernel Hilbert space post-distortion scheme at the receiver.•EX-KRLS can outperform the conventional polynomial, KLMS and KRLS methods …”
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Recursive least squares projection twin support vector machines for nonlinear classification
ISSN: 0925-2312, 1872-8286Veröffentlicht: Amsterdam Elsevier B.V 23.04.2014Veröffentlicht in Neurocomputing (Amsterdam) (23.04.2014)“… During the last few years, multiple surface classification (MSC) algorithms, such as projection twin support vector machine (PTSVM …”
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The Kernel Conjugate Gradient Algorithms
ISSN: 1053-587X, 1941-0476Veröffentlicht: New York IEEE 15.08.2018Veröffentlicht in IEEE transactions on signal processing (15.08.2018)“… Various kernel-based algorithms have been proposed over the last two decades. In this paper, we investigate the kernel conjugate gradient (KCG …”
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KRLS post-distorter with adaptive kernel width for visible light communications
ISSN: 1094-4087, 1094-4087Veröffentlicht: 11.09.2023Veröffentlicht in Optics express (11.09.2023)“… To mitigate the nonlinear impairments, a reproducing kernel Hilbert space post-distortion scheme is proposed in this paper, which is based on kernel recursive least squares (KRLS …”
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FPGA implementation for a recursive least square algorithm
Veröffentlicht: IEEE 01.12.2013Veröffentlicht in 2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA) (01.12.2013)“… A recursive least square algorithm is implemented in this paper. Memory Nonlinearity of digital receiver is compensated by using a blind identification algorithm based on nonlinear model …”
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A Variational Bayesian Learning Approach for Nonlinear Acoustic Echo Control
ISSN: 1053-587X, 1941-0476Veröffentlicht: New York, NY IEEE 01.12.2013Veröffentlicht in IEEE transactions on signal processing (01.12.2013)“… In this work, we present novel Bayesian algorithms for acoustic echo cancellation and residual echo suppression in the presence of a memoryless loudspeaker nonlinearity …”
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SOC-SOH estimation method for lithium iron phosphate battery considering energy storage operating conditions and current mutation detection
ISSN: 0947-7047, 1862-0760Veröffentlicht: Berlin/Heidelberg Springer Berlin Heidelberg 01.08.2025Veröffentlicht in Ionics (01.08.2025)“… On this basis, the initial values of the forgetting factor recursive least squares (FFRLS) algorithm …”
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A Novel Adaptive State Detector-Based Post-Filtering Active Control Algorithm for Gaussian Noise Environment with Impulsive Interference
ISSN: 2076-3417, 2076-3417Veröffentlicht: Basel MDPI AG 20.03.2019Veröffentlicht in Applied sciences (20.03.2019)“… In this work, information entropy with adaptive kernel size is first introduced into the cost function of a post-filtering algorithm to improve its tracking …”
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Adaptive Strassen and ATLAS's DGEMM: a fast square-matrix multiply for modern high-performance systems
ISBN: 9780769524863, 0769524869Veröffentlicht: IEEE 2005Veröffentlicht in Eighth International Conference on High Performance Computing in Asia Pacific Region : proceedings : 30 November - 3 December, Beijing, China (2005)“… We present a recursive algorithm achieving up to 30% speed-up versus ATLAS alone. We show experimental results for 14 different systems …”
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Post beamforming adaptive second order volterra filter (ASOVF) for pulse-echo ultrasonic imaging
ISBN: 8392134044, 9788392134046Veröffentlicht: IEEE 01.09.2007Veröffentlicht in 2007 15th European Signal Processing Conference : 3-7 September 2007 (01.09.2007)“… ), an optimal minimum-norm least squares algorithm for deriving the coefficients of the linear and quadratic kernels of the SOVF was developed and verified …”
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Neural based RSPN multi-agent strategy for biped motion control
ISSN: 0263-5747, 1469-8668Veröffentlicht: Cambridge, UK Cambridge University Press 01.09.2001Veröffentlicht in Robotica (01.09.2001)“… (On-line Augmented Integration of Gradient and Last Sguare method) – RSPN (Recursive Stochastic Petri Nets) strategy …”
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Elastic Characteristic Extraction Method of Underwater Target Based on Adaptive Filtering
ISSN: 1674-862XVeröffentlicht: Key Laboratory for Underwafer Test & Control Technology,Dalian 116013,China%Department of Ship Engineering,Dalian University of Technology,and also with Key Laboratory for Underwater Test & Control Technology,Dalian 116013,China 2012Veröffentlicht in 电子科技学刊 (2012)“… is introduced.The kernel of the method is the recursive least square (RLS) algorithm.Firstly,the geometric scattering signal is fit by using the echo signal and the incident …”
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