JOURNAL ARTICLE

Communication-Aware UAV Path Planning

Afshin MardaniMarcello ChiabergePaolo Giaccone

Year: 2019 Journal:   IEEE Access Vol: 7 Pages: 52609-52621   Publisher: Institute of Electrical and Electronics Engineers

Abstract

Autonomous air drones, known as Unmanned Aerial Vehicles (UAVs), often carry out missions with real-time video streaming. In this work, we address the off-line mission plan problem of computing the optimal path from an origin to a final destination in two-dimensional space in order to maximize the quality of the communication, given a cellular coverage, and thus to provide throughput guarantees to the video streaming. In addressing the problem, we consider the energy budget constraint, the presence of wind in the area and the path smoothing problem. We propose novel path planning algorithms that are shown to outperform classical approaches that are oblivious of communication network coverage.

Keywords:
Computer science Path (computing) Throughput Drone Motion planning Smoothing Real-time computing Quality of service Distributed computing Computer network Artificial intelligence Robot Telecommunications Wireless

Metrics

71
Cited By
11.73
FWCI (Field Weighted Citation Impact)
47
Refs
0.99
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

UAV Applications and Optimization
Physical Sciences →  Engineering →  Aerospace Engineering
Robotic Path Planning Algorithms
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Robotics and Sensor-Based Localization
Physical Sciences →  Engineering →  Aerospace Engineering
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