Performance-Based Cascading Failure Analysis of Cross-Domain Unmanned Combat System Considering Logistic Support

Failure modeling and analysis are essential to the reliable and safe operation of unmanned combat system, which ultimately influence the success of a mission. Previous studies mainly focus on failure modeling and analysis of unmanned systems in a single domain, where synergy of cross-domain unmanned combat has rarely been considered. In this study, a multilayered heterogeneous network model for cross-domain unmanned combat system has been developed. In addition, the logistic support, which is another key aspect of any combat is incorporated. Given the interdependencies among the layers considering logistic support and cross-domain synergy, importance measure-based malicious attack model is proposed to reflect the intensive dynamics and high uncertainties under modern combat environment. Then, cascading failure analysis based on load-capacity model is conducted, which provides a load redistribution method considering cross-domain synergy. Finally, a case study is given for demonstration and verification, where the number of kill chains and load entropy are adopted as performance indicators.

Authors

Institutions

Publication Details

Journal
IEEE Systems Journal
Published
2024-11-19
DOI
https://doi.org/10.1109/jsyst.2024.3476167
Citations
5
Primary Topic
Risk and Safety Analysis
Type
article
Field-Weighted Citation Impact
2.31

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Performance-Based Cascading Failure Analysis of Cross-Domain Unmanned Combat System Considering Logistic Support

Yunxiao Lv, Guanghan Bai, Tianwen Zhang, Shuai Zhang et al.
5 citations
IEEE Systems Journal
Risk and Safety Analysis
2.31
article

Performance-Based Cascading Failure Analysis of Cross-Domain Unmanned Combat System Considering Logistic Support

Yunxiao Lv, Guanghan Bai, Tianwen Zhang, Shuai Zhang, Junyong Tao
article en
5 citations

Abstract

Failure modeling and analysis are essential to the reliable and safe operation of unmanned combat system, which ultimately influence the success of a mission. Previous studies mainly focus on failure modeling and analysis of unmanned systems in a single domain, where synergy of cross-domain unmanned combat has rarely been considered. In this study, a multilayered heterogeneous network model for cross-domain unmanned combat system has been developed. In addition, the logistic support, which is another key aspect of any combat is incorporated. Given the interdependencies among the layers considering logistic support and cross-domain synergy, importance measure-based malicious attack model is proposed to reflect the intensive dynamics and high uncertainties under modern combat environment. Then, cascading failure analysis based on load-capacity model is conducted, which provides a load redistribution method considering cross-domain synergy. Finally, a case study is given for demonstration and verification, where the number of kill chains and load entropy are adopted as performance indicators.

IEEE Systems JournalVol. 18(4)
National University of Defense Technology (CN)
National Natural Science Foundation of China
Climate action
Openalex Percentile: Top 10%
Risk and Safety Analysis
2.31
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.