Consensus for Heterogeneous Multiagent Systems: Output Rate-Coded Secure Control

This article investigates an output rate-coded secure control based on backstepping for the consensus of heterogeneous multiagent systems (MASs) with output-triggering condition. Due to the nondifferentiable virtual control inputs caused by discontinuous triggering signals, it presents a technical obstacle in implementing the recursive backstepping, rendering previous results inapplicable. To address this problem, an auxiliary high-order filter is elaborately constructed to guarantee the required-order derivatives of virtual control inputs. As this filter is driven by local triggering consensus error, it allows our MASs to have different system orders and relative degrees. Besides, to reduce communication bit and strengthen communication security, we propose a novel distributed rate-coded algorithm from an encoding-decoding viewpoint. When it is triggered, agent's output is encrypted into an L-length codeword, then transmitted to neighbors without exposing any sensitive system states or real control inputs. It is shown that all the closed-loop system signals are ultimately bounded, and the mean square consensus tracking error can be reduced by appropriately selecting control parameters. Simulations illustrate our theoretical finding.

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Publication Details

Journal
IEEE Transactions on Cybernetics
Published
2024-08-22
DOI
https://doi.org/10.1109/tcyb.2024.3440005
Citations
8
Primary Topic
Smart Grid Security and Resilience
Type
article
Field-Weighted Citation Impact
2.63

Funders

Controls
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article

Consensus for Heterogeneous Multiagent Systems: Output Rate-Coded Secure Control

Shuzhi Sam Ge, Ruihang Ji
8 citations
IEEE Transactions on Cybernetics
Smart Grid Security and Resilience
2.63
article

Consensus for Heterogeneous Multiagent Systems: Output Rate-Coded Secure Control

Shuzhi Sam Ge, Ruihang Ji
article en
8 citations

Abstract

This article investigates an output rate-coded secure control based on backstepping for the consensus of heterogeneous multiagent systems (MASs) with output-triggering condition. Due to the nondifferentiable virtual control inputs caused by discontinuous triggering signals, it presents a technical obstacle in implementing the recursive backstepping, rendering previous results inapplicable. To address this problem, an auxiliary high-order filter is elaborately constructed to guarantee the required-order derivatives of virtual control inputs. As this filter is driven by local triggering consensus error, it allows our MASs to have different system orders and relative degrees. Besides, to reduce communication bit and strengthen communication security, we propose a novel distributed rate-coded algorithm from an encoding-decoding viewpoint. When it is triggered, agent's output is encrypted into an L-length codeword, then transmitted to neighbors without exposing any sensitive system states or real control inputs. It is shown that all the closed-loop system signals are ultimately bounded, and the mean square consensus tracking error can be reduced by appropriately selecting control parameters. Simulations illustrate our theoretical finding.

IEEE Transactions on CyberneticsVol. 54(11)
National University of Singapore (SG)
National Research Foundation Singapore
Openalex Percentile: Top 10%
Smart Grid Security and Resilience
2.63
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