Title :
Active target localization for bearing based robotic telemetry
Author :
Tokekar, Pratap ; Vander Hook, Joshua ; Isler, Volkan
Author_Institution :
Department of Computer Science and Engineering, University of Minnesota, Minneapolis, USA
Abstract :
We present a novel robotic telemetry system for localizing radio-tagged invasive fish in frozen lakes using coarse bearing measurements. We address the problem of selecting sensing locations so as to minimize the uncertainty in the location of the target. For this purpose, we propose three active localization algorithms and evaluate them both in simulations and through field experiments. We also present a novel technique for bearing-estimation from directional radio antenna which is critical for the successful execution of the active localization algorithms. Our system is able to operate on frozen lakes and localize the target to within values as low as one meter.
Keywords :
Antenna measurements; Current measurement; Measurement uncertainty; Robot sensing systems; Uncertainty;
Conference_Titel :
Intelligent Robots and Systems (IROS), 2011 IEEE/RSJ International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-61284-454-1
DOI :
10.1109/IROS.2011.6095177