Search Results - Extended kernel RLS algorithm

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

“…In this paper, a novel extended kernel recursive least squares algorithm is proposed combining the kernel recursive least squares algorithm and the Kalman filter or its extensions to estimate or predict signals…”
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A Novel Kalman Filter Formulation for Improving Tracking Performance of the Extended Kernel RLS by Façanha, Tiago S., Barreto, Guilherme A., Costa Filho, José T.

“…In this paper, two contributions are presented. Firstly, a novel variant of the Kalman filter is developed and used to improve the tracking performance of the extended kernel recursive least squares algorithm (Ex-KRLS…”
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A Nonquadratic Algorithm Based on the Extended Recursive Least-Squares Algorithm by Amaral, Luis Fernando Coelho, Lopes, Marcus Vinicius, Barros, Allan Kardec

“… So far, kernel recursive algorithms showed the best results in this regard. With this letter, we aim to propose an algorithm based on a nonlinear function of the error, motivated by the extended recursive least-squares algorithm…”
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Extended Kernel Recursive Least Squares Algorithm by Weifeng Liu, Il Park, Yiwen Wang, Principe, J.C.

“…) algorithm which implements for the first time a general linear state model in reproducing kernel Hilbert spaces (RKHS…”
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Robust Regularized Kernel Regression by Jianke Zhu, Hoi, S., Lyu, M.R.-T.

“… Most previous work of robust kernel regression is usually formulated into a dual form, which is then solved by some quadratic program solver consequently…”
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A Pipeline for Adaptive Filtering and Transformation of Noisy Left-Arm ECG to Its Surrogate Chest Signal by Mohaddes, Farzad, da Silva, Rafael, Akbulut, Fatma, Zhou, Yilu, Tanneeru, Akhilesh, Lobaton, Edgar, Lee, Bongmook, Misra, Veena

“… (RLS), and extended kernel RLS (EKRLS) in removing white (W), power line interference (PLI…”
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A robust diffusion recursive generalized modified Blake-Zisserman algorithm for distributed estimation under an adaptive kernel width by Naeimi Sadigh, Alireza

“…•A D-RGMBZ is proposed with adaptive kernel width in non-stationary environments.•Performance analysis are discussed theoretically…”
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A novel extended kernel recursive least squares algorithm: Selected Papers from IJCNN 2011 by PINGPING ZHI, BADONG CHEN, PRINCIPE, José C

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A Unified Approach to Structured Covariances: Fast Generalized Sliding Window RLS Recursions for Arbitrary Basis by Merched, Ricardo

“…) data structure induced and show that fast fixed order and order recursive RLS algorithms can still be obtained for unwindowed data matrices exhibiting a fixed arbitrary relation between successive regressors…”
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Recursive Minimum Complex Kernel Risk-Sensitive Loss Algorithm by Qian, Guobing, Luo, Dan, Wang, Shiyuan

“… Therefore, in this paper we propose a recursive complex KRSL algorithm called the recursive minimum complex kernel risk-sensitive loss (RMCKRSL…”
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Unsupervised non-parametric kernel learning algorithm by Liu, Bing, Xia, Shi-Xiong, Zhou, Yong

“…) to learn non-parametric kernels efficiently. The proposed algorithm enjoys a closed-form solution in each iteration, which can be efficiently computed by the Lanczos sparse eigen-decomposition technique…”
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Extended Random Fourier Features Recursive Non-quadratic Algorithm by Xiong, Kui, Qian, Guobing, Long, Zhengji, Wang, Shiyuan

“…The extended recursive non-quadratic (EX-RNQ) algorithm can improve the filtering performance of the extended recursive least-squares (EX-RLS…”
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LMS/LMF and RLS Volterra system identification based on nonlinear Wiener model by Shue-Lee Chang, Ogunfunmi, T.

“… This result can also be extended easily to LMF algorithm family. If we apply RLS, the faster convergence speed can be expected…”
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Estimation of polynomial frequency modulation law for FM signals based on modified Extended Generalized Chirp Transform by Swiercz, Ewa

“…In the paper the parameter estimation of the polynomial frequency law via estimation of parameters A = [a 1 , a 2 , a p ] of a polynomial phase signal (PPS) is…”
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A Congestion Control Algorithm for Live Video Streaming in Dynamic Network by Pan, Wenqi, Tan, Bin, Hu, Die, Wu, Jun

“… a challenge to traditional TCP congestion control algorithms. As a representative TCP algorithm, BBR has been widely used in industry…”
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Long-Term Learning for Adaptive Underwater UXO Classification by Hall, John Joseph

“…Classification of underwater objects such as unexploded ordnances (UXO) and mines from sonar datasets poses a difficult problem. Among factors that complicate…”
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