UAV-Assisted Image Acquisition: 3D UAV Trajectory Design and Camera Control

Xiao-Wei Tang1; Shuowen Zhang2; Changsheng You3; Xin-Lin Huang1; Rui Zhang4

10.1109/VTC2022-Fall57202.2022.10012969

2022

IEEE 96th Vehicular Technology Conference (VTC-Fall)

1090-3038

978-1-6654-5469-8

2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)

1-6

26-29 Sept. 2022

London, United Kingdom

345 E 47TH ST, NEW YORK, NY 10017 USA

IEEE

In this paper, we consider a new unmanned aerial vehicle (UAV)-assisted oblique image acquisition system where a UAV is dispatched to take images of multiple ground targets (GTs). To study the three-dimensional (3D) UAV trajectory design for image acquisition, we first propose a novel UAV-assisted oblique photography model, which characterizes the image resolution with respect to the UAV's 3D image-taking location. Then, we formulate a 3D UAV trajectory optimization problem to minimize the UAV's traveling distance subject to the image resolution constraints. The formulated problem is shown to be equivalent to a modified 3D traveling salesman problem with neighbourhoods, which is NP-hard in general. To tackle this difficult problem, we propose an iterative algorithm to obtain a high-quality suboptimal solution efficiently, by alternately optimizing the UAV's 3D image-taking waypoints and its visiting order for the GTs. Numerical results show that the proposed algorithm significantly reduces the UAV's traveling distance as compared to various benchmark schemes, while meeting the image resolution requirement.

Unmanned aerial vehicle traveling salesman problem with neighbourhoods oblique image acquisition

其他

英语

CPCI-S

National Natural Science Foundation of China["62101474","62071332"] ; Shanghai Rising-Star Program[19QA1409100]

Engineering ; Telecommunications ; Transportation

Engineering, Electrical & Electronic ; Telecommunications ; Transportation Science & Technology

WOS:000927580600274

IEEE

1.Department of Information and Communication Engineering, Tongji University
2.Department of Electronic and Information Engineering, The Hong Kong Polytechnic University
3.Department of Electrical and Electronic Engineering, Southern University of Science and Technology
4.Department of Electrical and Computer Engineering, National University of Singapore

Xiao-Wei Tang,Shuowen Zhang,Changsheng You,et al. UAV-Assisted Image Acquisition: 3D UAV Trajectory Design and Camera Control[C]. 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE,2022:1-6.