Graduate Thesis Or Dissertation
 

Terrain-Aware Probabilistic Search Planning for Unmanned Aerial Vehicles

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https://ir.library.oregonstate.edu/concern/graduate_thesis_or_dissertations/7s75dm906

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  • Mountain search and rescue is a vital form of emergency response to assist people in austere environments (e.g., extreme terrain, poor weather). Volunteer mountain search and rescue teams in the United States have begun adopting consumer- grade unmanned aerial vehicles to assist a variety of tasks (e.g., search, resource delivery); however, these tools lack the autonomy necessary for mountain search and rescue teams to fully realize their potential for wide area, aerial search. The unique and tight constraints of mountain search and rescue (e.g., in situ computation, sensor limitations, size and weight constraints) greatly limit the applicability of recent robotics research. This thesis presents survey results demonstrating a need for new path planning approaches and provides a case study demonstrating the shortfalls of current standard operating procedures. A novel coverage path planning algorithm was developed to meet the needs of mountain search and rescue.
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