Výsledky vyhledávání - forgetting factor recursive past squares algorithm*

A New Local Polynomial Modeling Based Variable Forgetting Factor and Variable Regularized PAST Algorithm for Subspace Tracking Autor Chan, Shing-Chow, Tan, Hai-Jun, Lin, Jian-Qiang, Liao, Bin

“…) and variable regularized (VR) projection approximation subspace tracking (PAST) algorithm, which is based on a novel VR-VFF recursive least squares (RLS…”
Získat plný text

A New Variable Forgetting Factor-Based Bias-Compensation Algorithm for Recursive Identification of Time-Varying Multi-Input Single-Output Systems With Measurement Noise Autor Chan, Shing-Chow, Lin, Jian-Qiang, Sun, Xu, Tan, Hai-Jun, Xu, Wei-Chao

“…This article proposes a new variable forgetting factor (VFF) bias-compensated recursive least-squares (BCRLS…”
Získat plný text

Adaptive tracking of system oscillatory modes using an extended RLS algorithm Autor Moreno, I., Messina, A.R.

“… In this research, a nonstationary recursive least-squares (RLS) algorithm with variable forgetting factor is combined with a Kalman…”
Získat plný text

A Robust Variable Forgetting Factor QS-decomposition Algorithm for Subspace Tracking Autor Lin, J. Q., Chan, S. C.

“…) algorithm and the recursive least squares (RLS) with multiple outputs, the local optimal forgetting factor (LOFF…”
Získat plný text

A Variable Regularized Recursive Subspace Model Identification Algorithm With Extended Instrumental Variable and Variable Forgetting Factor Autor Lin, Jian-Qiang, Chan, Shing-Chow, Tan, Hai-Jun

“… (LPM)-based variable FF EIV projection approximation subspace tracking (PAST) and multivariate recursive least squares algorithms for estimating respectively…”
Získat plný text

Data-Driven Adaptive Steady-State-Integral-Derivative Controller using Recursive Least Squares with Performance Conditions Autor Lee, Jeongwoo, Oh, Kwangseok

“…This paper presents a data-driven adaptive steady state-integral-derivative (SS-ID) control algorithm that uses gradient descent and recursive least squares…”
Získat plný text

Multiinnovation Least-Squares Identification for System Modeling Autor Feng Ding, Liu, Peter X, Guangjun Liu

“…A multiinnovation least-squares (MILS) identification algorithm is presented for linear regression models with unknown parameter vectors by expanding the innovation length in the traditional recursive least-squares (RLS…”
Získat plný text

Robust Adaptive Fading Unscented Kalman Filter for Decentralized Dynamic State Estimation in Power Systems Under Unknown Inputs and Covariance Mismatches Autor Chai, Bo, Chan, Shing Chow, Hou, Yunhe

“… A simple trace operation-based and a least squares-based approaches are proposed for estimating the fading factors, which are further tracked using a low order KF or a lower complexity recursive least squares algorithm…”
Získat plný text

Recursive Identification of Nonlinear Hammerstein Systems With FIR Linear Parts Under Impulsive Noise With Model Selection and Order Determination Autor Lin, Jianqiang, Chan, Shing-Chow

“…) and alternating least squares (ALS) algorithms to recursive forms and integrates their advantages via a simplified model selection scheme, which significantly improves the convergence speed and steady-state mean squared error (MSE) performance…”
Získat plný text

Bilateral teleoperation control using recursive least squares filter with forgetting factor Autor Bhardwaj, Akshay, Agarwal, Vijyant, Parthasarathy, Harish

“…In this research, we have designed and implemented recursive least squares (RLS) algorithm in master slave tracking on Geomagic® Touch™ (Phantom Omni) haptic device…”
Získat plný text

Performance analysis of multi-innovation gradient type identification methods Autor Ding, Feng, Chen, Tongwen

“… a multi-innovation stochastic gradient (MISG) algorithm and a multi-innovation forgetting gradient (MIFG) algorithm…”
Získat plný text

Consistency Evaluation of Electric Vehicle Battery Pack: Multi-feature Information Fusion Approach Autor Tian, Jiaqiang, Chang, Guoyi, Liu, Xinghua, Wei, Zhongbao, Wen, Haibing, Yang, Lei, Wang, Peng

“… An adaptive forgetting factor recursive least squares (AFFRLS) algorithm is developed using…”
Získat plný text

Directional Forgetting for Stable Co-Adaptation in Myoelectric Control Autor Yeung, Dennis, Farina, Dario, Vujaklija, Ivan

“… to the recursive least-squares algorithm as opposed to the classic…”
Získat plný text

A Localized Forgetting Method for Gaussian RBFN Model Adaptation Autor Yu, D. L.

“… The method is applied in conjunction with the recursive orthogonal Least Squares algorithm and the computing is consequently very efficient…”
Získat plný text

A fuzzy compensation mechanism in FFRLS-based adaptive MPC strategy Autor Xue, Meisheng, Tao, Chenggang, Zhuge, Jinjun

“… Therefore, an online adaptive model for MPC has been preferred in past years. This paper addressed a performance improving problem of Forgetting Factor Recursive Least Square(FFRLS…”
Získat plný text

A directional forgetting factor for single-parameter variations Autor Woo, W.W., Svoronos, S.A., Crisalle, O.D.

“…Use of the recursive least-squares algorithm to track parameters that may undergo slow or sudden changes requires refinements to prevent excessive gain decay and the loss of the ability to re-identify parameters…”
Získat plný text

Performance of LMS-Newton adaptation algorithms with variable convergence factor in nonstationary environments Autor de Campos, M.L.R., Diniz, P.S.R., Antoniou, A.

“…An analysis of two LMS (least mean square) Newton adaptive filtering algorithms with variable convergence factor is presented…”
Získat plný text

Dynamic prognostics of rolling-element bearing condition Autor Li, Yawei

“…Rolling element bearing failure is one of the foremost causes of breakdowns in rotating machinery. Such a failure can be catastrophic in many situations, such…”
Získat plný text

NARX model based nonlinear dynamic system identification using low complexity neural networks and robust H∞ filter Autor Sahoo, H.K., Dash, P.K., Rath, N.P.

“… The past input and output samples are modeled as a nonlinear NARX process and robust H∞ filter is proposed as the learning algorithm…”
Získat plný text

Control System Design for an Upper-Limb Rehabilitation Robot Autor Xu, Guozheng, Song, Aiguo, Li, Huijun

“… The Barrett WAM Arm manipulator is used as the main hardware platform for the functional recovery training of the past-stroke patient…”
Získat plný text