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Towards Persistent Space Observations through Autonomous Multi-Agent FormationsSensing platforms must advance in scale and sophistication in order to support increasingly ambitious missions across Earth and space science; intelligence, surveillance, and reconnaissance (ISR); and planetary exploration. Distributed, persistent observation platforms have the potential to play a pivotal role in next generation missions through improved area coverage, enhanced situational awareness, and faster identification of trends and changes. The Multi-Agent Clusters for Persistent Observations from Space (MACPOS) project at NASA Langley Research Center is developing key technologies for the autonomous, heterogeneous formations that will comprise such platforms. Research thrusts include dynamic formation negotiation for self-assembling clusters of agents, distributed motion planning, and coordinated trajectory execution. Adaptive leader-follower formation negotiation allows agents to cluster and break off as necessary to adapt to both nominal and new mission objectives. Coordinated motion planning and execution maintain the formation while ensuring safe separation distances among agents and obstacles in the environment. These capabilities align MACPOS with NASA’s initiative for space and surface in-situ assembly through fundamental technology development for autonomous multi-agent systems. This paper presents an overview and early progress for the MACPOS project. We describe the system architecture for both individual agents and the overall fleet. Design considerations are given for the planning, control, and metrology subsystems. Finally, we discuss planned project milestones and the expected course of development.
Document ID
20210025333
Acquisition Source
Langley Research Center
Document Type
Conference Paper
Authors
Matthew P Vaughan
(Langley Research Center Hampton, Virginia, United States)
Javier Puig Navarro
(National Institute of Aerospace Hampton, Virginia, United States)
Benjamin N Kelley
(Langley Research Center Hampton, Virginia, United States)
Walter J Waltz
(Langley Research Center Hampton, Virginia, United States)
Loc D Tran
(Langley Research Center Hampton, Virginia, United States)
B Danette Allen
(Langley Research Center Hampton, Virginia, United States)
Date Acquired
December 2, 2021
Subject Category
Cybernetics, Artificial Intelligence And Robotics
Meeting Information
Meeting: AIAA SciTech Forum
Location: San Diego, CA
Country: US
Start Date: January 3, 2022
End Date: January 7, 2022
Sponsors: American Institute of Aeronautics and Astronautics
Funding Number(s)
WBS: 833011.02.07.93T3.21
Distribution Limits
Public
Copyright
Public Use Permitted.
Technical Review
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