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…”
Získat plný text

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…”
Získat plný text

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…”
Získat plný text

A novel extended kernel recursive least squares algorithm Autor Zhu, Pingping, Chen, Badong, Príncipe, José C.

“… Unlike the extended kernel recursive least squares (Ex-KRLS) algorithm proposed by Liu, the state model of our algorithm is still constructed in the original state space and the hidden state is estimated using the Kalman filter…”
Získat plný text

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…”
Získat plný text

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…”
Získat plný text

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…”
Získat plný text

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…”
Získat plný text

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 identification…”
Získat plný text

Kernel Risk-Sensitive Mean p-Power Error Algorithms for Robust Learning Autor Zhang, Tao, Wang, Shiyuan, Zhang, Haonan, Xiong, Kui, Wang, Lin

“… To address this issue, a convex kernel risk-sensitive loss (KRL) is proposed to measure the similarity in RKHS, which is the risk-sensitive loss defined as the expectation of an exponential function of the squared estimation error…”
Získat plný text

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…”
Získat plný text

The Kernel Recursive Maximum Total Correntropy Algorithm Autor Hou, Xinyan, Zhao, Haiquan, Long, Xiaoqiang, Jin, Weidong

“…) model, a nonlinear version of maximum total correntropy (MTC) algorithm called kernel recursive maximum total correntropy (KRMTC…”
Získat plný text

Mixed-Precision Kernel Recursive Least Squares Autor Lee, JunKyu, Nikolopoulos, Dimitrios S., Vandierendonck, Hans

“…Kernel recursive least squares (KRLS) is a widely used online machine learning algorithm for time series predictions…”
Získat plný text

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…”
Získat plný text

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…”
Získat plný text

Kernel Adaptive Filtering Over Complex Networks Autor Li, Wenling, Wang, Zidong, Hu, Jun, Du, Junping, Sheng, Weiguo

“… Besides, a coupled kernel recursive least square (KRLS) algorithm is further proposed to improve the filtering performance. Finally, simulations are provided to verify the validity of the theoretical results…”
Získat plný text

Short-term prediction of glucose in type 1 diabetes using kernel adaptive filters Autor Georga, Eleni I., Príncipe, José C., Fotiadis, Dimitrios I.

“…) or the approximate linear dependency kernel recursive least-squares (KRLS-ALD) algorithm, such that a sparse model structure is accomplished…”
Získat plný text

Model-Based Online Learning With Kernels Autor Li, Guoqi, Wen, Changyun, Li, Zheng Guo, Zhang, Aimin, Yang, Feng, Mao, Kezhi

“…New optimization models and algorithms for online learning with Kernels (OLK) in classification, regression, and novelty detection are proposed in a reproducing Kernel Hilbert space…”
Získat plný text

A kernel machine-based secure data sensing and fusion scheme in wireless sensor networks for the cyber-physical systems Autor Luo, Xiong, Zhang, Dandan, Yang, Laurence T., Liu, Ji, Chang, Xiaohui, Ning, Huansheng

“…), kernel recursive least squares (KRLS), and Blowfish algorithm (BA). During the data…”
Získat plný text

Reduction of Onset Delay in Functional Near-Infrared Spectroscopy: Prediction of HbO/HbR Signals Autor Zafar, Amad, Hong, Keum-Shik

“… Furthermore, to reduce the detection time, a prediction method based upon a kernel-based recursive least squares (KRLS…”
Získat plný text