Resilience Evaluation Method for UAV Swarms Oriented to Multidimensional Goals

Resilience is a crucial reference index for the organizational design and mission planning of UAV swarms, referring to the system's ability to prevent, withstand, recover, and adapt to various disturbances. Current resilience evaluation methods mainly focus on the withstand and recovery stages. This paper uses the four-dimensional resilience objectives as a guideline, designing a mission-oriented tactical profits model as the basis for calculating the performance of UAV swarms. In the prevention stage, resilience is evaluated based on the extent of mission capability decline, the baseline, and disturbance time. In the adaptation stage, it is evaluated based on the comparison of performance disturbances during the first and second attacks. Finally, the overall resilience level of the swarm is obtained through a weighted average. Simulation experiments demonstrate that the proposed method can accurately evaluate the resilience of UAV swarms under multidimensional objectives.

Authors

Institutions

Publication Details

Published
2024-10-18
DOI
https://doi.org/10.1109/icus61736.2024.10839818
Primary Topic
Infrastructure Resilience and Vulnerability Analysis
Type
article
Field-Weighted Citation Impact
0.00

Funders

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

Resilience Evaluation Method for UAV Swarms Oriented to Multidimensional Goals

Wutao Qin, Peng Wang, Fengyu Yang
Infrastructure Resilience and Vulnerability Analysis
article

Resilience Evaluation Method for UAV Swarms Oriented to Multidimensional Goals

Wutao Qin, Peng Wang, Fengyu Yang
article en

Abstract

Resilience is a crucial reference index for the organizational design and mission planning of UAV swarms, referring to the system's ability to prevent, withstand, recover, and adapt to various disturbances. Current resilience evaluation methods mainly focus on the withstand and recovery stages. This paper uses the four-dimensional resilience objectives as a guideline, designing a mission-oriented tactical profits model as the basis for calculating the performance of UAV swarms. In the prevention stage, resilience is evaluated based on the extent of mission capability decline, the baseline, and disturbance time. In the adaptation stage, it is evaluated based on the comparison of performance disturbances during the first and second attacks. Finally, the overall resilience level of the swarm is obtained through a weighted average. Simulation experiments demonstrate that the proposed method can accurately evaluate the resilience of UAV swarms under multidimensional objectives.

Purple Mountain Laboratories (CN)
Natural Science Foundation of Jiangsu Province
Climate action
Openalex Percentile: Top 70%
Infrastructure Resilience and Vulnerability Analysis
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.

Resilience Evaluation Method for UAV Swarms Oriented to Multidimensional Goals — Wutao Qin, Peng Wang, et al. · (2024) | TGRS Research Map | TGRS