Non-fragile Suboptimal Set-membership Estimation for Delayed Memristive Neural Networks with Quantization via Maximum-error-first Protocol
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Control, Automation and Systems"
DOI: 10.1007/s12555-019-0422-9
Abstract: This paper is concerned with the non-fragile protocol-based set-membership estimation problem for a class of discrete memristive neural networks (MNNs) with mixed time-delays, quantization and unknown but bounded noises. The nonlinear neural activation function satisfies… read more here.
Keywords: membership estimation; estimation; error; non fragile ... See more keywords
A novel set membership fast NLMS algorithm for acoustic echo cancellation
Sign Up to like & getrecommendations! Published in 2020 at "Applied Acoustics"
DOI: 10.1016/j.apacoust.2020.107210
Abstract: Abstract In order to improve the performances of the Fast Normalized Least Mean Square type (FNLMS) adaptive filtering algorithm in the context of Acoustic Echo Cancellation (AEC), this work proposes an Improved Set Membership version… read more here.
Keywords: set membership; membership; echo cancellation; novel set ... See more keywords
An enhanced set-membership evolving participatory learning with kernel recursive least squares applied to thermal modeling of power transformers
Sign Up to like & getrecommendations! Published in 2020 at "Electric Power Systems Research"
DOI: 10.1016/j.epsr.2020.106334
Abstract: Abstract A factor that directly impacts the lifespan of a power transformer is the hot-spot temperature, and its monitoring is vital to prevent faults, reduce costs, keep the safety, and provide a reliable service to… read more here.
Keywords: learning kernel; set membership; participatory learning; membership ... See more keywords
Zonotopic set-membership estimation for Switched Systems based on Wi-Radius Minimization: Vehicle application
Sign Up to like & getrecommendations! Published in 2020 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2020.12.1293
Abstract: This work is devoted to the problem of guaranteed set-membership state estimation based on zonotopes for discrete-time switched systems with bounded uncertainties and unknown inputs. The additive uncertainties in this contribution are treated using the… read more here.
Keywords: vehicle; switched systems; set membership; state ... See more keywords
Confidence set-membership state estimation for LPV systems with inexact scheduling variables.
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DOI: 10.1016/j.isatra.2021.04.016
Abstract: In this paper, a confidence set-membership state estimator is proposed for a class of polytopic linear parameter varying (LPV) systems with inexact scheduling variables. The set-bounded and Gaussian uncertainties are considered simultaneously in the process… read more here.
Keywords: confidence; set membership; lpv systems; confidence set ... See more keywords
H-infinity set-membership observer design for discrete-time LPV systems
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Control"
DOI: 10.1080/00207179.2018.1554910
Abstract: ABSTRACT This paper presents a new set-membership observer design method for discrete-time linear parameter varying systems. The real process is assumed to be perturbed by unknown but bounded disturbances. The proposed set-membership observer provides a… read more here.
Keywords: set membership; membership observer; observer design;
Set-membership filtering for piecewise linear systems with censored measurements under Round-Robin protocol
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Systems Science"
DOI: 10.1080/00207721.2020.1768453
Abstract: In this paper, the set-membership filtering problem is investigated for a class of piecewise linear systems with state constraintsand censored measurements under the Round-Robin (RR) protocol. First of all, the mode of the piecewise linear… read more here.
Keywords: set membership; membership filtering; piecewise; piecewise linear ... See more keywords
Distributed non-fragile set-membership filtering for nonlinear systems under fading channels and bias injection attacks
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Systems Science"
DOI: 10.1080/00207721.2021.1872118
Abstract: In this paper, the secure distributed set-membership filtering problem is investigated for general nonlinear system over wireless sensor networks. For the purpose of getting close to practical wireless sensor networks, both the bias injection attacks… read more here.
Keywords: set membership; membership filtering; bias injection; injection attacks ... See more keywords
Transient Analysis of the Set-Membership LMS Algorithm
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DOI: 10.1109/lcomm.2021.3051007
Abstract: Adaptive filtering algorithms, which adopt the set-membership strategy, are able to attain good steady-state performance with low computational burden. In general, such advantages are obtained by defining a bounded-error. This specification translates into a time-variant… read more here.
Keywords: membership; analysis set; membership lms; transient analysis ... See more keywords
Statistical Consistency of Set-Membership Estimator for Linear Systems
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DOI: 10.1109/lcsys.2020.2990998
Abstract: Suppose we can choose from a set of linear autonomous systems with bounded process noise, the dynamics of each system are unknown, and we would like to design a stabilizing policy. The underlying question is… read more here.
Keywords: system; statistical consistency; consistency; membership estimator ... See more keywords
Inverse Parametric Optimization in a Set-Membership Error-in-Variables Framework
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DOI: 10.1109/tac.2017.2707534
Abstract: In this study, we aim to recover the interval hull of the set of feasible cost functions that can make uncertain observations optimal for a class of nonlinear constrained parametric optimization problems when all uncertainty… read more here.
Keywords: set membership; membership error; inverse parametric; parametric optimization ... See more keywords