TY - GEN
T1 - Prediction servoing to catch escaping fish using neural network
AU - Minami, Mamoru
AU - Yoshida, Toshiaki
PY - 2008
Y1 - 2008
N2 - This paper presents a method to predict a fish motion by Neural Network (N.N.) with on-line learning when a robot is pursuing fish-catching by a net at hand through hand-eye robot visual servoing. We have learned by previous experiments that fish is much smarter than a robot controlled by visual servoing whose escaping strategy is to make a steady state distance error between the net at robot's hand and the fish. To overcome the fish's escaping strategy we propose prediction servoing utilizing estimeted future fish position by on-line adjusting N.N.. The effectiveness have been proven through visual servoing and fish catching experiments.
AB - This paper presents a method to predict a fish motion by Neural Network (N.N.) with on-line learning when a robot is pursuing fish-catching by a net at hand through hand-eye robot visual servoing. We have learned by previous experiments that fish is much smarter than a robot controlled by visual servoing whose escaping strategy is to make a steady state distance error between the net at robot's hand and the fish. To overcome the fish's escaping strategy we propose prediction servoing utilizing estimeted future fish position by on-line adjusting N.N.. The effectiveness have been proven through visual servoing and fish catching experiments.
UR - http://www.scopus.com/inward/record.url?scp=52449090431&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=52449090431&partnerID=8YFLogxK
U2 - 10.1109/AIM.2008.4601837
DO - 10.1109/AIM.2008.4601837
M3 - Conference contribution
AN - SCOPUS:52449090431
SN - 9781424424955
T3 - IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM
SP - 1225
EP - 1231
BT - Proceedings of the 2008 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2008
T2 - 2008 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2008
Y2 - 2 August 2008 through 5 August 2008
ER -