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  • Open Access

    REVIEW

    Collision-Free Satellite Constellations: A Comprehensive Review on Autonomous and Collaborative Algorithms

    Ghulam E Mustafa Abro1,*, Altaf Mugheri2,#, Zain Anwar Ali3,#

    Revue Internationale de Géomatique, Vol.34, pp. 301-331, 2025, DOI:10.32604/rig.2025.065595 - 05 June 2025

    Abstract Swarm intelligence, derived from the collective behaviour of biological entities, is a novel methodology for overseeing satellite constellations within decentralized control systems. Conventional centralized control systems in satellite constellations encounter constraints in scalability, resilience, and fault tolerance, particularly in extensive constellations. This research examines the use of swarm-based multi-agent systems and distributed algorithms for efficient communication, collision avoidance, and collaborative task execution in satellite constellations. We provide a comprehensive study of current swarm control algorithms, their relevance to satellite systems, and identify areas requiring further research. Principal subjects encompass decentralized decision-making, self-organization, adaptive communication protocols, More >

  • Open Access

    ARTICLE

    Multi-Agent Consensus Control Scheme for the Load Control Problem

    Te Xu1, Zhixian Lin1, Xinwei Lin1, Changsheng Lin1, Feng Gao1, Zixuan Li2, Peiwen Liu2,*

    Energy Engineering, Vol.119, No.4, pp. 1501-1515, 2022, DOI:10.32604/ee.2022.020082 - 23 May 2022

    Abstract With the help of smart grid technologies, a lot of electrical loads can provide demand response to support the active power balance of the grid. Compared with centralized control methods, decentralized methods reduce the computational burden of the control center and enhance the reliability of the communication. In this paper, a novel second-order multi-agent consensus control method is proposed for load control problem. By introducing the velocity state into the model, the proposed method achieves better performance than traditional ones. Simulation results verify the effectiveness of the proposed method. More >

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