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Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3611147
Abstract: In this paper, an information-theoretic and statistical viewpoint of distributed estimation problem is considered as the contribution of the work. So, a novel minimum information-theoretic disturbance diffusion least-mean-square (LMS) algorithm is presented for both robust…
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Keywords:
information;
distributed estimation;
information theoretic;
disturbance ... See more keywords
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Published in 2018 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2017.2737139
Abstract: We provide a comprehensive solution to the estimation problem of the state for a linear time-invariant system in a distributed fashion over networks that allow only intermittent information transmission. By attaching to each node an…
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Keywords:
estimation;
information;
estimation linear;
distributed estimation ... See more keywords
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Published in 2022 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2021.3115429
Abstract: This article focuses on the distributed estimation of time-varying bias signals in relative state measurements of sensors, where each sensor measures the relative state of neighboring sensors and the measurements contain a time-varying bias signal…
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Keywords:
state;
distributed estimation;
estimation time;
relative state ... See more keywords
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Published in 2025 at "IEEE Transactions on Aerospace and Electronic Systems"
DOI: 10.1109/taes.2025.3553114
Abstract: False data injection (FDI) attack is one of the major security threats to distributed estimation for adaptive networks, and could bypass the conventional residual-based detection and thus cause catastrophic performance deterioration. In this work, we…
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Keywords:
resilient distributed;
distributed estimation;
fdi attacks;
estimation ... See more keywords
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Published in 2025 at "IEEE Transactions on Aerospace and Electronic Systems"
DOI: 10.1109/taes.2025.3592645
Abstract: Secure distributed estimation algorithms have garnered widespread attention for their stability and security. However, in the harsh adversarial network environment, the network is subjected to multiple attacks, and a large number of nodes are compromised,…
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Keywords:
secure distributed;
distributed estimation;
secure;
estimation ... See more keywords
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Published in 2022 at "IEEE Transactions on Automation Science and Engineering"
DOI: 10.1109/tase.2021.3090416
Abstract: A secure distributed estimation method against data integrity attacks is presented for general Internet-of-Things (IoT) systems. By exploiting the spatial sparsity of the attacks, a robust optimal estimation objective to protect the entire IoT system…
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Keywords:
data integrity;
secure distributed;
distributed estimation;
estimation ... See more keywords
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Published in 2022 at "IEEE Transactions on Automation Science and Engineering"
DOI: 10.1109/tase.2021.3135834
Abstract: This paper considers distributed estimation methods to enable the formation of Unmanned-Aerial-Vehicles (UAVs) that track a moving target. The UAVs (or agents) are equipped with communication devices to receive a beacon signal from the target…
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Keywords:
time;
communication;
distributed estimation;
formation ... See more keywords
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Published in 2025 at "IEEE Transactions on Automation Science and Engineering"
DOI: 10.1109/tase.2025.3545462
Abstract: This paper addresses the problem of distributed estimation and motion control (DEMC) in multi-agent systems (MASs) with both linear and Lipschitz nonlinear dynamics. Unlike conventional DEMC methods designed for MASs under ideal conditions, this work…
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Keywords:
motion control;
multiple attacks;
distributed estimation;
demc ... See more keywords
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Published in 2019 at "IEEE Transactions on Control of Network Systems"
DOI: 10.1109/tcns.2018.2873153
Abstract: We present two distributed methods for the estimation of the kinematic parameters, the dynamic parameters, and the kinematic state of an unknown planar body manipulated by a decentralized multiagent system. The proposed approaches rely on…
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Keywords:
state parameters;
load;
distributed estimation;
state ... See more keywords
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1
Published in 2022 at "IEEE Transactions on Control of Network Systems"
DOI: 10.1109/tcns.2022.3181550
Abstract: In this article, a new target tracking algorithm that is based on a distributed estimation-based control protocol is developed for multiple moving sensors subject to adversarial inputs. An augmented system composed of both the estimation…
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Keywords:
control;
distributed estimation;
tracking control;
estimation tracking ... See more keywords
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Published in 2022 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2021.3087535
Abstract: In distributed wireless sensor networks, geographically distributed sensors cooperate wirelessly with each other. While sensing from the environment, the signals from these sensors are often contaminated by noise. Traditional diffusion algorithms for distributed estimation consider…
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Keywords:
algorithms;
diffusion;
distributed estimation;
algorithms distributed ... See more keywords