NDLI: Routing and scheduling of spatio-temporal tasks for optimizing airborne sensor system utilization

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Routing and scheduling of spatio-temporal tasks for optimizing airborne sensor system utilization

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Routing and scheduling of spatio-temporal tasks for optimizing airborne sensor system utilization

Content Provider	ACM Digital Library
Author	Madria, Sanjay Kumar Linderman, Mark Milligan, James Yeung, San
Abstract	Airborne image sensing systems are equipped on piloted or remotely-piloted aerial vehicles to collect imagery data. Often the equipped image sensors are mostly underutilized. The objective is to increase the sensor system utilization by enabling dynamic multitasking so that ground operators can access and transmit sensor task requests to an aerial vehicle. However, this may deviate the original route of an aerial vehicle. In this paper, we will be investigating this new problem of generating a new route to follow, as long as the assigned target points and original waypoints are not affected. Our goal is to find an optimal route on the fly between the given original waypoints such that it satisfies the maximum number of sensor task requests from ground users, of minimum sum of deviations subject to maximum deviation from the original route, without violating the original mission and flight maneuvering constraints. With the given constraints, finding an optimal route is an NP-hard problem. Therefore, we proposed two heuristic-based methods: namely, the FPCA approach that utilizes the idea of footprint diameter, and the SWCA approach that tackles this problem via the use of task clustering. The performance of these algorithms are compared through experiments using data from real flight trajectories. Our results show that SWCA outperforms FPCA in most settings.
Starting Page	145
Ending Page	152
Page Count	8
File Format	PDF
ISBN	9781450340212
DOI	10.1145/2933267.2933301
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2016-06-13
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Airborne sensor utilization Optimal flight trajectory
Content Type	Text
Resource Type	Article

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