DocumentCode :
634612
Title :
Architecture of a cyberphysical avatar
Author :
Song Han ; Mok, Aloysius K. ; Jianyong Meng ; Yi-Hung Wei ; Pei-Chi Huang ; Quan Leng ; Xiuming Zhu ; Sentis, L. ; Kwan Suk Kim ; Miikkulainen, Risto
fYear :
2013
fDate :
8-11 April 2013
Firstpage :
189
Lastpage :
198
Abstract :
This paper introduces the concept of a cyberphysical avatar which is defined to be a semi-autonomous robotic system that adjusts to an unstructured environment and performs physical tasks subject to critical timing constraints while under human supervision. Cyberphysi-cal avatar integrates the recent advance in three technologies: body-compliant control in robotics, neuroevolution in machine learning and QoS guarantees in real-time communication. Body-compliant control is essential for operator safety since cyberphysical avatars perform cooperative tasks in close proximity to humans. Neuroevolution technique is essential for “programming” cyberphysical avatars inasmuch as they are to be used by non-experts for a large array of tasks, some unforeseen, in an unstructured environment. QoS-guaranteed real-time communication is essential to provide predictable, bounded-time response in human-avatar interaction. By integrating these technologies, we have built a prototype cyberphysical avatar testbed.
Keywords :
avatars; computer network reliability; intelligent robots; learning (artificial intelligence); quality of service; QoS-guaranteed real-time communication; body-compliant control; bounded-time response; cooperative tasks; critical timing constraints; cyberphysical avatar architecture; cyberphysical avatar programming; human supervision; machine learning; neuroevolution technique; operator safety; physical tasks; semiautonomous robotic system; unstructured environment; Avatars; Grasping; Neural networks; Real-time systems; Robot kinematics; Robot sensing systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cyber-Physical Systems (ICCPS), 2013 ACM/IEEE International Conference on
Conference_Location :
Philadelphia, PA
Type :
conf
Filename :
6604013
Link To Document :
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