TY - JOUR
T1 - A people-localization method for multi-robot systems first approach for guiding-tours
AU - Martinez-Garcia, Edgar
AU - Ohya, Akihisa
AU - Yuta, Shinichi
PY - 2004/9/1
Y1 - 2004/9/1
N2 - Throughout this article we present a methodology to localize multiple people in a group by a multi-robot system (MRS). The aim of the MRS is to conduct people through hallways in indoors as a guided-tour service task. However, further than guidance process, we detail a method for humans ' localization by sharing distributed sensor data arising from the team of robots instrumented with stereo vision. The robustness of the method is presented, and by matching the real environment against the computed results, error in human localization is showed as well. As a first approach of the entire MRS goal, this paper explains from a task approach the way for environment ranging, spatial noise filtering, distributed sensor data fusion and clustering based segmentation. Likewise, through the paper experimental results are shown to verify the feasibility of the method.
AB - Throughout this article we present a methodology to localize multiple people in a group by a multi-robot system (MRS). The aim of the MRS is to conduct people through hallways in indoors as a guided-tour service task. However, further than guidance process, we detail a method for humans ' localization by sharing distributed sensor data arising from the team of robots instrumented with stereo vision. The robustness of the method is presented, and by matching the real environment against the computed results, error in human localization is showed as well. As a first approach of the entire MRS goal, this paper explains from a task approach the way for environment ranging, spatial noise filtering, distributed sensor data fusion and clustering based segmentation. Likewise, through the paper experimental results are shown to verify the feasibility of the method.
KW - Distributed sensor data sharing
KW - Multi-people localization
KW - Multi-robot system
KW - Vision based ranging
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U2 - 10.5772/5633
DO - 10.5772/5633
M3 - Article
AN - SCOPUS:33746856769
SN - 1729-8806
VL - 1
SP - 171
EP - 182
JO - International Journal of Advanced Robotic Systems
JF - International Journal of Advanced Robotic Systems
IS - 1
ER -