Model-Based Filters for 3-D Positioning of Marine Mammals Using AHRS- and GPS-Equipped UAVs

被引:10
作者
Gaspar, Tiago [1 ]
Oliveira, Paulo [1 ]
Silvestre, Carlos [1 ]
机构
[1] Inst Syst & Robot, Lisbon, Portugal
关键词
TARGET LOCALIZATION; VISION; TRACKING; SPACE;
D O I
10.1109/TAES.2015.140748
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
This work tackles the problem of estimating the position of a marine mammal moving at the ocean surface by using an unmanned aerial vehicle equipped with a camera, a GPS receiver, and an attitude and heading reference system. Two Kalman filters-inserted on a multiple-model adaptive estimation framework-which use an unstable model for the target depending on an unknown parameter that must be identified (its angular speed) are proposed and compared with an extended Kalman filter.
引用
收藏
页码:3307 / 3320
页数:14
相关论文
共 34 条
[1]  
Anderson B., 1979, Optimal Filtering
[2]  
[Anonymous], AIAA GUID NAV CONTR
[3]  
BARAM Y, 1976, THESIS MIT CAMBRIDGE
[4]   Migratory movements, depth preferences, and thermal biology of Atlantic bluefin tuna [J].
Block, BA ;
Dewar, H ;
Blackwell, SB ;
Williams, TD ;
Prince, ED ;
Farwell, CJ ;
Boustany, A ;
Teo, SLH ;
Seitz, A ;
Walli, A ;
Fudge, D .
SCIENCE, 2001, 293 (5533) :1310-1314
[5]   A Nonlinear Attitude Observer Based on Active Vision and Inertial Measurements [J].
Bras, Sergio ;
Cunha, Rita ;
Vasconcelos, Jose F. ;
Silvestre, Carlos ;
Oliveira, Paulo .
IEEE TRANSACTIONS ON ROBOTICS, 2011, 27 (04) :664-677
[6]   Kalman Filter for Robot Vision: A Survey [J].
Chen, S. Y. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2012, 59 (11) :4409-4420
[7]  
Choi H., 2012, 28 C INT COUNC AER S
[8]  
Dobrokhodov V. N., 2006, 2006 AM CONTR C MINN
[9]  
Faugeras Olivier, 2001, The Geometry of Multiple Images
[10]   Issues, progress and new results in robust adaptive control [J].
Fekri, Sajjad ;
Athans, Michael ;
Pascoal, Antonio .
INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2006, 20 (10) :519-579