Title :
Radio mapping scheme using collective intelligent robots for teleoperation in unstructured environments
Author :
Hyun-ja Im ; Chang-Eun Lee ; Young-Jo Cho
Author_Institution :
Electron. & Telecommun. Res. Inst., Daejeon, South Korea
Abstract :
In collective intelligent robots, communication capability is considered as a key feature to decide how to design the collaboration policy. A cooperative routing robot system is suggested to maintain the communication capability in between human and a robot and an algorithm to establish a seamless global communication is proposed. Generating the radio signal map is suggested to estimate an area where communication is possible. If the robots only move in the area, they can prevent the disconnection of communication in different radio environments. The proposed algorithm is composed of two steps. At the first step, Extended Kalman Filter is designed to estimate state of the radio environments. Then, the communication link a radio signal map is generated using k-NN(Nearest Neighbors)algorithm. Experiments with routing robots and sensing system verify our proposed system and algorithm are valid in real environment.
Keywords :
Kalman filters; cooperative systems; intelligent robots; nonlinear filters; pattern classification; telerobotics; collaboration policy; collective intelligent robots; communication capability; cooperative routing robot system; extended Kalman filter; k-NN; nearest neighbors algorithm; radio mapping scheme; radio signal map; teleoperation; unstructured environments; Indexes; Intelligent robots; Monitoring; Predictive models; Robot sensing systems; Routing;
Conference_Titel :
Robot and Human Interactive Communication, 2014 RO-MAN: The 23rd IEEE International Symposium on
Conference_Location :
Edinburgh
Print_ISBN :
978-1-4799-6763-6
DOI :
10.1109/ROMAN.2014.6926360