Výsledky vyhledávání - "kernel recursive least-squares(krls) algorithm"

Kernel Recursive Leastsquares Algorithm with Slidingwindow Approximately Linear Dependence Sparsification Autor CHEN Xujun,ZHU Yufang,HU Junhong,MA Deyu

“…Aiming at varied channel environment during test and training,this paper proposes a new Kernel Recursive Leastsquares(KRLS…”
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Random Fourier feature kernel recursive maximum mixture correntropy algorithm for online time series prediction Autor Xu, Xinghan, Ren, Weijie

“…In the paper, a novel kernel recursive least-squares (KRLS) algorithm named random Fourier feature kernel recursive maximum mixture correntropy (RFF-RMMC…”
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Kernel Recursive Least-Squares Tracker for Time-Varying Regression Autor Van Vaerenbergh, S., Lazaro-Gredilla, M., Santamaria, I.

“…In this paper, we introduce a kernel recursive least-squares (KRLS) algorithm that is able to track nonlinear, time-varying relationships in data…”
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Gait Phase Classification and Assist Torque Prediction for a Lower Limb Exoskeleton System Using Kernel Recursive Least-Squares Method Autor Ma, Yue, Wu, Xinyu, Wang, Can, Yi, Zhengkun, Liang, Guoyuan

“… In order to enhance the performance of the gait phase classification in an exoskeleton robot using only the angle of hip and knee joints, a kernel recursive least-squares (KRLS…”
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Sparse Sliding-Window Kernel Recursive Least-Squares Channel Prediction for Fast Time-Varying MIMO Systems Autor Ai, Xingxing, Zhao, Jiayi, Zhang, Hongtao, Sun, Yong

“… 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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A new T-S fuzzy model predictive control for nonlinear processes Autor Boulkaibet, Ilyes, Belarbi, Khaled, Bououden, Sofiane, Marwala, Tshilidzi, Chadli, Mohammed

“…•A new Takagi-Sugeno system based Kernel ridge regression (TS-KRR) was proposed.•The TS-KRR strategy is implemented for both adaptive and offline…”
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Echo state kernel recursive least squares algorithm for machine condition prediction Autor Zhou, Haowen, Huang, Jinquan, Lu, Feng, Thiyagalingam, Jeyarajan, Kirubarajan, Thia

“…•A combination of reservoir computing and kernel adaptive filter.•The fixed reservoir facilitates the capability of performing long-term prediction.•The novel…”
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The Kernel Conjugate Gradient Algorithms Autor Zhang, Ming, Wang, Xiaojian, Chen, Xiaoming, Zhang, Anxue

“…Kernel methods have been successfully applied to nonlinear problems in machine learning and signal processing. Various kernel-based algorithms have been…”
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Quaternion kernel recursive least-squares algorithm Autor Wang, Gang, Qiao, Jingci, Xue, Rui, Peng, Bei

“… In this paper, we study a kernel recursive least squares (KRLS) algorithm in the quaternion domain…”
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Quantized kernel recursive q-Rényi-like algorithm Autor Zhou, Wenwen, Zhang, Yanmin, Huang, Chunlong, Volvenko, Sergey V., Xue, Wei

“…-Rényi kernel function and the kernel recursive least squares (KRLS) algorithm. To reduce the computational complexity and memory requirements of the KRqRL algorithm, an online vector quantization (VQ…”
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Design of data-driven model for the pressurizer system in nuclear power plants using a TSK fuzzy neural network Autor Mahmoud, Tarek A., Sheta, Amal A., Fikry, Refaat M., Ali, Elsayed H., El-Araby, Sayed M., Mahmoud, Mohammed I.

“…•Developing a TSKFNN to model the pressurizer unit in PWRs.•Using the fuzzy C means and the kernel ridge regression to initiate and define the TSKFNN…”
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Management of Distributed Renewable Energy Resources with the Help of a Wireless Sensor Network Autor Nengroo, Sarvar Hussain, Jin, Hojun, Lee, Sangkeum

“… In this study, the kernel recursive least-squares (KRLS) algorithm is proposed for the prediction of PV and wind energy…”
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Improved Kernel Recursive Least Squares Algorithm based Online Prediction for Nonstationary Time Series Autor Guo, Jinhua, Chen, Hao, Chen, Songhang

“…We present an improved kernel recursive least squares (KRLS) algorithm for the online prediction of nonstationary time series…”
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Quantized kernel recursive minimum error entropy algorithm Autor Jiang, Wang, Gao, Yuyi, He, Yue, Chen, Shanmou

“… By combining the kernel recursive least squares (KRLS) algorithm with MEE criterion, KRMEE algorithm has been generated, which has excellent performance in non-Gaussian environments…”
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Kernel Recursive Least Squares Algorithm Based on the Nystr }}}}m Method With k-Means Sampling Autor Zhang, Tao, Wang, Shiyuan, Huang, Xuewei, Jia, Lei

“…The kernel recursive least squares (KRLS) algorithm is used to improve the convergence rate and filtering accuracy of kernel adaptive filters (KAFs…”
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Parsimonious Kernel Recursive Least Squares Algorithm for Aero-Engine Health Diagnosis Autor Zhou, Haowen, Huang, Jinquan, Lu, Feng

“… To address this issue, a pruning approach that attempts to restrict the network size to a fixed value is incorporated into a kernel recursive least squares (KRLS…”
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Kernel Recursive Least Squares Algorithm for Transmitter-Induced Self-Interference Cancellation Autor Auer, C., Paireder, T., Huemer, M.

“… In this work, we apply a kernel-based universal estimation algorithm, in particular the kernel recursive least squares (KRLS…”
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Kernel Recursive Least Squares Algorithm Based on the Nystr[Formula Omitted]m Method With [Formula Omitted]-Means Sampling Autor Zhang, Tao, Wang, Shiyuan, Huang, Xuewei, Jia, Lei

“…The kernel recursive least squares (KRLS) algorithm is used to improve the convergence rate and filtering accuracy of kernel adaptive filters (KAFs…”
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Distributed kernel learning using Kernel Recursive Least Squares Autor Fraser, Nicholas J., Moss, Duncan J. M., Epain, Nicolas, Leong, Philip H. W.

“… We first employ the Kernel Recursive Least Squares (KRLS) algorithm to construct several models from subsets of the overall…”
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Improving the tracking ability of KRLS using Kernel Subspace Pursuit Autor Kabbara, Jad, Psaromiligkos, Ioannis N.

“…We present a new Kernel Recursive Least Squares (KRLS) algorithm that is able to efficiently track time-varying systems…”
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