Design and Implementation of a Multirotor Unmanned Aircraft System for Target Tracking

被引:2
作者
Athilingam, R. [1 ]
Kumar, K. Senthil [2 ]
Rasheed, A. Mohamed [2 ]
机构
[1] Theni Kammavar Sangam Coll Technol, Dept Elect & Commun Engn, Theni 625534, India
[2] Anna Univ, Madras Inst Technol, Dept Aerosp Engn, Madras, Tamil Nadu, India
关键词
Flight dynamics; Continuously adaptive mean shift tracking; Unmanned aerial vehicle; Tracking;
D O I
10.1007/s13369-016-2256-6
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper presents the design, development and deployment of an unmanned aircraft system and a target tracking technique for the videos transmitted from it. The design of unmanned aerial system (UAV) is robust and provides relying results in terms of endurance and altitude. The dynamics involved in design and the building blocks of the UAV is discussed. The camera mounted in the UAS transmits the video to the ground control station, and the data are used for target tracking. Mean shift-based approach is proposed. In mean shift algorithm, there are many limitations and one of the most important limitations is that the window always has the same size when object is farther away and it is very close to camera. We need to adapt the window size with size and rotation of the target. The problem is solved by continuously adaptive mean shift algorithm. The algorithm is implemented on the live data transmitted. The results are portrayed to justify the efficiency in design and tracking application.
引用
收藏
页码:1737 / 1749
页数:13
相关论文
共 16 条
[1]  
[Anonymous], P INT C ADV PATT REC
[2]  
Bradski G. R., 1998, IEEE WORKSH APPL COM, P142
[3]   A Survey of Small-Scale Unmanned Aerial Vehicles: Recent Advances and Future Development Trends [J].
Cai, Guowei ;
Dias, Jorge ;
Seneviratne, Lakmal .
UNMANNED SYSTEMS, 2014, 2 (02) :175-199
[4]   Composite nonlinear feedback control for linear systems with input saturation: Theory and an application [J].
Chen, BM ;
Lee, TH ;
Peng, KM ;
Venkataramanan, V .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2003, 48 (03) :427-439
[5]   Kernel-based object tracking [J].
Comaniciu, D ;
Ramesh, V ;
Meer, P .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2003, 25 (05) :564-577
[6]  
Grabner H, 2008, LECT NOTES COMPUT SC, V5302, P234, DOI 10.1007/978-3-540-88682-2_19
[7]   Kernel-based visual tracking with continuous adaptive distribution [J].
Han, Risheng ;
Jing, Zhongliang ;
Li, Yuanxiang .
OPTICAL ENGINEERING, 2009, 48 (05)
[8]   SURF Tracking [J].
He, Wei ;
Yamashita, Takayoshi ;
Lu, Hongtao ;
Lao, Shihong .
2009 IEEE 12TH INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2009, :1586-1592
[9]  
Jicheng Liu, 2014, Information Technology Journal, V13, P159, DOI 10.3923/itj.2014.159.164
[10]  
Kwolek B, 2005, LECT NOTES COMPUT SC, V3691, P693