Multisensor data fusion: A review of the state-of-the-art

B Khaleghi, A Khamis, FO Karray, SN Razavi - Information fusion, 2013 - Elsevier
There has been an ever-increasing interest in multi-disciplinary research on multisensor
data fusion technology, driven by its versatility and diverse areas of application. Therefore …

Multimodal data fusion for systems improvement: A review

N Gaw, S Yousefi, MR Gahrooei - … from the Air Force Institute of …, 2022 - taylorfrancis.com
In recent years, information available from multiple data modalities has become increasingly
common for industrial engineering and operations research applications. There have been a …

Differentially private average consensus: Obstructions, trade-offs, and optimal algorithm design

E Nozari, P Tallapragada, J Cortés - Automatica, 2017 - Elsevier
This paper studies the multi-agent average consensus problem under the requirement of
differential privacy of the agents' initial states against an adversary that has access to all the …

Privacy-preserving distributed averaging via homomorphically encrypted ratio consensus

CN Hadjicostis… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this article, we develop distributed iterative algorithms that enable the components of a
multicomponent system, each with some integer initial value, to asymptotically compute the …

Privacy-preserving asymptotic average consensus

NE Manitara, CN Hadjicostis - 2013 European Control …, 2013 - ieeexplore.ieee.org
In this paper, we develop and analyze a distributed privacy-preserving average consensus
algorithm that enables all of the components of a distributed system, each with some initial …

Privacy-preserving distributed optimization via subspace perturbation: A general framework

Q Li, R Heusdens… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
As the modern world becomes increasingly digitized and interconnected, distributed signal
processing has proven to be effective in processing its large volume of data. However, a …

Secure and privacy preserving consensus for second-order systems based on paillier encryption

W Fang, M Zamani, Z Chen - Systems & Control Letters, 2021 - Elsevier
This paper aims at secure and privacy-preserving consensus algorithms of networked
systems. Due to the technical challenges behind decentralized design of such algorithms …

Distributed averaging and balancing in network systems: with applications to coordination and control

CN Hadjicostis, AD Domínguez-García… - … and Trends® in …, 2018 - nowpublishers.com
Rapid developments in digital system and networking technologies have led to the
emergence of complex systems that are de facto managed and controlled over cyber …

Privacy-preserving distributed processing: Metrics, bounds and algorithms

Q Li, JS Gundersen, R Heusdens… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Privacy-preserving distributed processing has recently attracted considerable attention. It
aims to design solutions for conducting signal processing tasks over networks in a …

Privacy-preserving distributed average consensus based on additive secret sharing

Q Li, I Cascudo, MG Christensen - 2019 27th European Signal …, 2019 - ieeexplore.ieee.org
One major concern of distributed computation in networks is the privacy of the individual
nodes. To address this privacy issue in the context of the distributed average consensus …