DocumentCode
1518326
Title
Cloud robotics: architecture, challenges and applications
Author
Hu, Guoqiang ; Tay, Wee Peng ; Wen, Yonggang
Author_Institution
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ. in Singapore, Singapore, Singapore
Volume
26
Issue
3
fYear
2012
Firstpage
21
Lastpage
28
Abstract
We extend the computation and information sharing capabilities of networked robotics by proposing a cloud robotic architecture. The cloud robotic architecture leverages the combination of an ad-hoc cloud formed by machine-to-machine (M2M) communications among participating robots, and an infrastructure cloud enabled by machine-to-cloud (M2C) communications. Cloud robotics utilizes an elastic computing model, in which resources are dynamically allocated from a shared resource pool in the ubiquitous cloud, to support task offloading and information sharing in robotic applications. We propose and evaluate communication protocols, and several elastic computing models to handle different applications. We discuss the technical challenges in computation, communications and security, and illustrate the potential benefits of cloud robotics in different applications.
Keywords
cloud computing; control engineering computing; mobile robots; multi-robot systems; resource allocation; software architecture; ubiquitous computing; M2C communications; M2M communications; ad-hoc cloud; cloud robotic architecture; communication protocol evaluation; computation capabilities; dynamic shared resource pool allocation; elastic computing model; information sharing capabilities; infrastructure cloud; machine-to-cloud communications; machine-to-machine communications; networked robotics; task offloading; ubiquitous cloud; Cloud computing; Networked control systems; Robot kinematics; Robot sensing systems;
fLanguage
English
Journal_Title
Network, IEEE
Publisher
ieee
ISSN
0890-8044
Type
jour
DOI
10.1109/MNET.2012.6201212
Filename
6201212
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