Research on mission planning algorithm framework for large-scale heterogeneous sensing constellation

Aiming at modeling the giant heterogeneous sensing constellation and massive task planning problem, we proposed a modular planning algorithm framework that can be embedded with multiple algorithmic components, adopt multiple heuristic optimization algorithms combined with the strategy of predefined rules, and designed a lightweight and fast evaluation function, which can greatly improve the algorithm's performance, and validate the performance of the algorithm in solving the large-scale mission planning problem in a test dataset.

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Publication Details

Published
2025-09-15
DOI
https://doi.org/10.1117/12.3073505
Primary Topic
Mobile Agent-Based Network Management
Type
article
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Research on mission planning algorithm framework for large-scale heterogeneous sensing constellation

Yanbin Chen, Dahai Yan, Song Guo, Chang Liu et al.
Mobile Agent-Based Network Management
article

Research on mission planning algorithm framework for large-scale heterogeneous sensing constellation

Yanbin Chen, Dahai Yan, Song Guo, Chang Liu, Hongjun Yang
article en

Abstract

Aiming at modeling the giant heterogeneous sensing constellation and massive task planning problem, we proposed a modular planning algorithm framework that can be embedded with multiple algorithmic components, adopt multiple heuristic optimization algorithms combined with the strategy of predefined rules, and designed a lightweight and fast evaluation function, which can greatly improve the algorithm's performance, and validate the performance of the algorithm in solving the large-scale mission planning problem in a test dataset.

Openalex Percentile: Top 72%
Mobile Agent-Based Network Management
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