Operational Effectiveness Evaluation of UAV Cluster Based on Bayesian Networks

Author:

Wang J J,zhang Y Y,Ma J,Hou J,Wang F M,Li N

Abstract

Abstract This paper focuses on the requirements of operational efficiency evaluation for UAV cluster, and establishes an evaluation index system for UAV cluster operations, and establishes evaluation index system from the aspects of cooperative attack capability, autonomous reconnaissance capability, instant messaging capability, rapid planning capability and autonomous formation capability. The evaluation network model is built by using Bayesian network, and the corresponding prior and conditional probabilities are calculated. The effectiveness values of each capability are calculated and verified by experiments. This paper provides an applicable quantitative evaluation method for UAV cluster operational effectiveness evaluation.

Publisher

IOP Publishing

Subject

General Physics and Astronomy

Reference4 articles.

1. Evaluation method of UAV cluster simulation models with different granularity based on sensitivity analysis;Zhang,2019

2. Operational Effectiveness Evaluation of the Swarming UAVs Combat System Based on a System Dynamics Model;Jia;IEEE Access,2019

3. Review of Dynamic Task Allocation Methods for UAV Swarms Oriented to Ground Targets;Peng;Complex System Modeling and Simulation,2021

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2. Analysis of Alternatives for Scout and Strike UAV Demonstration;2023 IEEE International Conference on Unmanned Systems (ICUS);2023-10-13

3. A UAV Cluster's Boundary Performance Evaluation Probablity Method Based on Discrete Artificial Potential Field;2022 IEEE International Conference on Unmanned Systems (ICUS);2022-10-28

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