DocumentCode :
3029035
Title :
A multiple hypothesis people tracker for teams of mobile robots
Author :
Tsokas, Nicolas A. ; Kyriakopoulos, Kostas J.
Author_Institution :
Sch. of Mech. Eng., Nat. Tech. Univ. of Athens, Athens, Greece
fYear :
2010
fDate :
3-7 May 2010
Firstpage :
446
Lastpage :
451
Abstract :
This paper tackles the problem of tracking walking people with multiple moving robots equipped with laser rangefinders. We present an adaptation to the classic Multiple Hypothesis Tracking method, which allows for one-to-many associations between targets and measurements in each cycle and is thus capable of operating in a multi-sensor scenario. In the context of two experiments, the successful integration of our tracking algorithm to a dual-robot setup is assessed.
Keywords :
laser ranging; mobile robots; multi-robot systems; sensor fusion; tracking; dual-robot setup; laser rangefinders; mobile robots; multiple hypothesis people tracker; multisensor scenario; walking people; Filtering; Humans; Leg; Legged locomotion; Mobile robots; Particle tracking; Robot sensing systems; Robotics and automation; Shape; Target tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Automation (ICRA), 2010 IEEE International Conference on
Conference_Location :
Anchorage, AK
ISSN :
1050-4729
Print_ISBN :
978-1-4244-5038-1
Electronic_ISBN :
1050-4729
Type :
conf
DOI :
10.1109/ROBOT.2010.5509967
Filename :
5509967
Link To Document :
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