Distributed incremental-based LMS for node-specific parameter estimation over adaptive networks

N Bogdanović, J Plata-Chaves… - … Conference on …, 2013 - ieeexplore.ieee.org
… an adaptive distributed technique that is suitable for node-specific parameter estimation in
an adaptive network … in a set of parameters of local interest as well as a set of network global …

Distributed incremental-based LMS for node-specific adaptive parameter estimation

N Bogdanović, J Plata-Chaves… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
… To solve the considered problem over an adaptive network, in Section III we derive an
incrementalbased LMS strategy and provide the conditions under which it converges in the mean …

Distributed incremental-based RLS for node-specific parameter estimation over adaptive networks

J Plata-Chaves, N Bogdanović… - 21st European Signal …, 2013 - ieeexplore.ieee.org
… an adaptive distributed technique that attains the exact (Recursive Least Squares) RLS
solution of a node-specific parameter estimationincremental-based LMS that converges to the …

Distributed diffusion-based LMS for node-specific parameter estimation over adaptive networks

N Bogdanovié, J Plata-Chaves… - … Conference on …, 2014 - ieeexplore.ieee.org
… We solved it by employing incremental-based strategies for Least Mean Squares (LMS)
and Recursive Least Squares (RLS) algorithms. Motivated by the well-known robustness and …

Distributed diffusion-based LMS for node-specific adaptive parameter estimation

J Plata-Chaves, N Bogdanović… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
… A distributed adaptive algorithm is proposed to solve a node-specific parameter estimation
… In the most recent work [28], an incremental-based implementation of the Least Mean …

Node-specific diffusion LMS-based distributed detection over adaptive networks

S Al-Sayed, J Plata-Chaves, M Muma… - … Transactions on …, 2017 - ieeexplore.ieee.org
… overlapping, sets of parameters. In this work, node-specific distributed detection, which
has … Building upon parameter estimation is detection, investigated in both the consensus [16]–[20…

Unsupervised diffusion-based LMS for node-specific parameter estimation over wireless sensor networks

J Plata-Chaves, MH Bahari, M Moonen… - … Conference on …, 2016 - ieeexplore.ieee.org
… We study a distributed node-specific parameter estimation problem where each node in a …
sensor network is interested in the simultaneous estimation of different vectors of parameters

Incremental multiple error filtered-X LMS for node-specific active noise control over wireless acoustic sensor networks

J Plata-Chaves, A Bertrand… - 2016 IEEE Sensor Array …, 2016 - ieeexplore.ieee.org
… an adaptive distributed algorithm to solve a nodespecific … solve different but related parameter
estimation problems. In [9] the … between the node-specific parameter estimation (NSPE) …

Distributed diffusion bias-compensated LMS for node-specific networks

L Jia, C Zheng, A Katerega, ZJ Yang - Signal Processing, 2019 - Elsevier
… the problem of node-specific parameter estimation(NSPE) over distributed multi-agent networks,
… When the classic diffusion least mean square(LMS) algorithm is used in this situation, it …

An intelligent adaptive algorithm for environment parameter estimation in smart cities

M Wu, NN Xiong, L Tan - IEEE Access, 2018 - ieeexplore.ieee.org
… for incremental adaptive networks, in which unknown parameter vector is estimated in a
distributed and … Berberidis, “Distributed incremental-based lms for node-specific adaptive