Tactical UAV Localization Using Coordinated Monopulse Trackers with Low Rate Feedback

被引:1
作者
An, Chan-ho [1 ]
Yang, Janghoon [2 ]
Ran, Rong [3 ,4 ]
Pak, Ui Young
Ryu, Young-Jae
Kim, Dong Ku [1 ]
机构
[1] Yonsei Univ, Sch Elect & Elect Engn, Seoul 120749, South Korea
[2] Korean German Inst Technol, Dept Newmedia, Seoul, South Korea
[3] Soongsil Univ, Sch Elect Engn, Seoul, South Korea
[4] Agcy Def Dev, Taejon 300600, South Korea
关键词
Unmanned Aerial Vehicle (UAV); Coordinated Tracking; Monopulse; alpha beta Filter; Limited Feedback;
D O I
10.5772/56659
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
To run a tactical unmanned aerial vehicle (UAV), efficient information transmission schemes, such as beamforming, are preferred due to the limit of the payload. Therefore, beam tracking and localization algorithms are considered to be one of the key technologies. In this paper, we propose a coordinated UAV localization algorithm for a tactical scenario where the ground receivers are connected with wireless limited lower rate backhaul and are closely spaced. By applying the alpha beta filter to the conventional scheme, we first show that the localization performance can be improved significantly. We also propose an efficient localization algorithm for a system with low rate limited feedback. Using numerical simulations, we show that the proposed scheme can improve the localization performance while reducing the feedback over conventional scheme.
引用
收藏
页数:10
相关论文
共 13 条
[1]  
An C.-H., 2012, P 2012 MIL COMM C MI, P425
[2]  
[Anonymous], ADV GEOSCIENCE REMOT
[3]  
[Anonymous], 1993, ESIMATION THEORY
[4]  
Chizek J.G., 2003, Military Transformation: Intelligence, Surveillance and Reconnaissance
[5]   Monopulse MIMO Radar for Target Tracking [J].
Gogineni, Sandeep ;
Nehorai, Arye .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2011, 47 (01) :755-768
[6]   Target Tracking Using Monopulse MIMO Radar With Distributed Antennas [J].
Gogineni, Sandeep ;
Nehorai, Arye .
2010 IEEE RADAR CONFERENCE, 2010, :194-199
[7]   Quantization [J].
Gray, RM ;
Neuhoff, DL .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1998, 44 (06) :2325-2383
[8]  
Jenvey Stewart, 2007, PROC 22 INT C UNMANN
[9]  
Leonov A.I., 1986, MONOPULSE RADAR
[10]   Survey of maneuvering target tracking. Part I: Dynamic models [J].
Li, XR ;
Jilkov, VP .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2003, 39 (04) :1333-1364