Unmanned Aerial Vehicle Waypoint Guidance with Energy Efficient Path Planning in Smart Factory

被引:1
作者
Hassan, Sheikh Salman [1 ]
Kang, Seok Won [1 ]
Hong, Choong Seon [1 ]
机构
[1] Kyung Hee Univ, Dept Comp Sci & Engn, Yongin 17104, South Korea
来源
2019 20TH ASIA-PACIFIC NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM (APNOMS) | 2019年
关键词
An unmanned aerial vehicle; energy efficiency; path planning; smart factory; wireless sensor network; DTLS;
D O I
10.23919/apnoms.2019.8892855
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In this paper, we study the minimum input energy for an unmanned aerial vehicle (UAV) while maneuvering in a smart factory. The deployment of UAV in a factory environment for wireless communication between sensors to the central controller promises to provide these services of efficient data collection. A UAV has to traverse the path for data collection from sensors and monitors the production line in a factory. The trajectory optimization of UAV is an important parameter for energy efficiency. We consider the UAV flight on the horizontal plane with constant altitude. In our objective, we aim to minimize the UAV traversal path for predefined coordinates with time-bound. To this end, the theoretical model is derived in the form of a discrete-time linear dynamical system (DTLS). To obtain the energy-efficient path of UAV flight, we optimized the input control vector of the derived system. Simulation results showed that the proposed technique of UAV deployment has significant performance.
引用
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页数:4
相关论文
共 10 条
[1]  
Boyd Stephen, 2004, Convex Optimization, DOI 10.1017/CBO9780511804441
[2]  
Challita U, 2018, IEEE ICC
[3]   Quantized Static Output Feedback Control For Discrete-Time Systems [J].
Chang, Xiao-Heng ;
Xiong, Jun ;
Li, Zhi-Min ;
Park, Ju H. .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (08) :3426-3435
[4]  
Ei N.N., 2019, P IEEE INT C INF NET, pKuala Lumpur
[5]   Survey on Unmanned Aerial Vehicle Networks for Civil Applications: A Communications Viewpoint [J].
Hayat, Samira ;
Yanmaz, Evsen ;
Muzaffar, Raheeb .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2016, 18 (04) :2624-2661
[6]  
Hespanha Joao P, 2018, Linear systems theory.
[7]  
Lynskey J., 2019, SYMMETRY, V11, P1
[8]   Ruin Theory for Dynamic Spectrum Allocation in LTE-U Networks [J].
Manzoor, Aunas ;
Tran, Nguyen H. ;
Saad, Walid ;
Kazmi, S. M. Ahsan ;
Pandey, Shashi Raj ;
Hong, Choong Seon .
IEEE COMMUNICATIONS LETTERS, 2019, 23 (02) :366-369
[9]   Unmanned Aerial Vehicle With Underlaid Device-to-Device Communications: Performance and Tradeoffs [J].
Mozaffari, Mohammad ;
Saad, Walid ;
Bennis, Mehdi ;
Debbah, Merouane .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2016, 15 (06) :3949-3963
[10]  
Zeng Y, 2016, IEEE COMMUN MAG, V54, P36, DOI 10.1109/MCOM.2016.7470933