Search Results - recursive prediction error method
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Long-memory recursive prediction error method for identification of continuous-time fractional models
ISSN: 0924-090X, 1573-269XPublished: Dordrecht Springer Netherlands 01.09.2022Published in Nonlinear dynamics (01.09.2022)“… Long-memory recursive prediction error method is proposed for recursive estimation of all parameters of fractional-order models…”
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A Recursive Prediction Error Method with Effective Use of Gradient-Functions to Adapt PMSM-Parameters Online
ISSN: 2576-702XPublished: IEEE 10.10.2020Published in Conference record of the Industry Applications Conference (10.10.2020)“…) based on the recursive prediction error method (RPEM). The parameter-sensitivity functions…”
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Particle filtering-based recursive identification for controlled auto-regressive systems with quantised output
ISSN: 1751-8644, 1751-8652Published: The Institution of Engineering and Technology 24.09.2019Published in IET control theory & applications (24.09.2019)“…Recursive prediction error method is one of the main tools for analysis of controlled auto-regressive systems with quantised output…”
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A General Approach to Fully Linearize the Power Amplifiers in mMIMO With Low Complexity
ISSN: 0090-6778, 1558-0857, 1558-0857Published: New York IEEE 01.07.2025Published in IEEE transactions on communications (01.07.2025)“…A radio frequency (RF) power amplifier (PA) plays an important role to amplify the message signal at higher power to transmit it to a distant receiver. Due to…”
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Auxiliary model based parameter estimation for dual-rate output error systems with colored noise
ISSN: 0307-904XPublished: Elsevier Inc 15.03.2013Published in Applied mathematical modelling (15.03.2013)“…: the auxiliary model based recursive extended least squares algorithm and the recursive prediction error method…”
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A Low-Complexity DPD to Fully Linearize the Power Amplifiers in a mMIMO Transmitter
ISBN: 9781728190556, 172819055X, 9781728190549, 1728190541ISSN: 1938-1883Published: IEEE 09.06.2024Published in ICC 2024 - IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (09.06.2024)“…A radio frequency (RF) power amplifier (PA) is crucial to enhance the signal to transmit via antenna over long distances. High-power transmission often leads…”
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Application of RPE in Ship Maneuvering Motion Parameter Identification Based on Ship Sea Trial Data
ISSN: 1934-1768Published: Technical Committee on Control Theory, Chinese Association of Automation 28.07.2024Published in Chinese Control Conference (28.07.2024)“… the actual ship motion state. In this paper, based on the typical maneuvering test data of the real ship, the Recursive Prediction Error (RPE…”
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On the Initialisation of the Recursive Prediction Error Method for Nonlinear System Identification
ISSN: 2688-1454Published: IEEE 01.06.2019Published in Irish Signals and Systems Conference (Online) (01.06.2019)“…The Recursive Prediction Error Method is widely used in nonlinear system identification and has been explored in considerable detail…”
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Linearization of weakly nonlinear Volterra systems using FIR filters and recursive prediction error method
ISBN: 9781424423750, 1424423759ISSN: 1551-2541Published: IEEE 01.10.2008Published in 2008 IEEE Workshop on Machine Learning for Signal Processing (01.10.2008)“… The coefficients of these filters can be recursively estimated using the Least Mean Squares (LMS) algorithm. In this paper, the Recursive Prediction Error Method…”
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10
Recursive Prediction Error Gradient-Based Algorithms and Framework to Identify PMSM Parameters Online
ISSN: 0093-9994, 1939-9367Published: New York IEEE 01.03.2023Published in IEEE transactions on industry applications (01.03.2023)“… In this paper, a unified framework is developed for online parameter identification of rotating electric machines, premised on the Recursive Prediction Error Method (RPEM…”
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Recursive online EM estimation of mixture autoregressions
ISSN: 0094-9655, 1563-5163Published: Abingdon Taylor & Francis 01.02.2013Published in Journal of statistical computation and simulation (01.02.2013)“…) with an independent and identically distributed regime transition process. The proposed method, which is useful for long time series as well as for data available in real time, follows a recursive predictor error-type scheme…”
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Recursive identification of a nonlinear state space model
ISSN: 0890-6327, 1099-1115, 1099-1115Published: Bognor Regis Wiley Subscription Services, Inc 01.02.2023Published in International journal of adaptive control and signal processing (01.02.2023)“…Summary The convergence of a recursive prediction error method is analyzed. The algorithm identifies a nonlinear continuous time state space model, parameterized by one right…”
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On-line estimation of the final prediction error via recursive least-squares method
ISSN: 0925-2312, 1872-8286Published: Elsevier B.V 01.10.2006Published in Neurocomputing (Amsterdam) (01.10.2006)“… A cheap way of estimating such prediction error based on the information obtained via the recursive least square training method is suggested…”
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Estimation and prediction for tracking trajectories in cellular networks using the recursive prediction error method
ISBN: 9781424472642, 1424472644Published: IEEE 01.06.2010Published in 2010 IEEE International Symposium on A World of Wireless, Mobile and Multimedia Networks (01.06.2010)“…After considering the intrinsically erratic behavior of nodes in mobile networks, mobility prediction has been extensively used to improve the quality of services…”
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A linearization free recursive prediction error method for combined state and parameter estimation for nonlinear systems
ISBN: 1479901776, 9781479901777ISSN: 0743-1619Published: IEEE 01.06.2013Published in 2013 American Control Conference (01.06.2013)“…A novel method for combined state and parameter estimation is presented. The method is based on the recursive prediction error method for nonlinear system…”
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Initialization of a Nonlinear Identification Algorithm Applied to Laboratory Plant Data
ISSN: 1063-6536, 1558-0865, 1558-0865Published: New York, NY IEEE 01.07.2008Published in IEEE transactions on control systems technology (01.07.2008)“… The Kalman-filter-based algorithm is, for example, suitable for initialization of a previously published recursive prediction error method (RPEM…”
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Parameter estimation for OEMA models with dual-rate input-output data
ISBN: 1467325813, 9781467325813ISSN: 1934-1768Published: IEEE 01.07.2012Published in Proceedings of the 31st Chinese Control Conference (01.07.2012)“… The recursive prediction error method is proposed to estimate the parameters directly from the dual-rate sampled data, and an auxiliary model is employed to estimate the noise-free system output…”
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Adaptive Digital Predistortion of RF Power Amplifiers Based on Memory Polynomial Model and Indirect Learning Architecture
Published: IEEE 25.11.2020Published in 2020 International Conference Engineering and Telecommunication (En&T) (25.11.2020)“… The memory polynomial models, indirect learning architecture and coefficients update algorithms such as recursive prediction error method, Kalman filter and recursive least squares are considered…”
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Recursive prediction error methods for online estimation in nonlinear state-space models
ISSN: 0332-7353, 1890-1328Published: Oslo Research Council of Norway 01.04.1994Published in Modeling, identification and control (01.04.1994)“… Well-known algorithms such as the extended Kalman filter and alternative formulations of the recursive prediction error method are included, as well as a new method based on a line-search strategy…”
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20
Target tracking based on Kalman-type filters combined with recursive estimation of model disturbances
ISBN: 9780780388819, 078038881XISSN: 1097-5659Published: IEEE 2005Published in IEEE International Radar Conference, 2005 (2005)“… This problem is central in many applications, such as radar and sonar. A large number of methods based on Kalman filter theory have been proposed…”
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