DocumentCode
1646216
Title
FPGA-based smart camera mote for pervasive wireless network
Author
Bourrasset, Cedric ; Serot, J. ; Berry, F.
Author_Institution
Inst. Pascal, Univ. Blaise Pascal, Clermont, France
fYear
2013
Firstpage
1
Lastpage
6
Abstract
Smart camera networks raise challenging issues in many fields of research, including vision processing, communication protocols, distributed algorithms or power management. The ever increasing resolution of image sensors entails huge amounts of data, far exceeding the bandwidth of current networks and thus forcing smart camera nodes to process raw data into useful information. Consequently, on-board processing has become a key issue for the expansion of such networked systems. In this context, FPGA-based platforms, supporting massive, fine grain data parallelism, offer large opportunities. Besides, the concept of a middleware, providing services for networking, data transfer, dynamic loading or hardware abstraction, has emerged as a means of harnessing the hardware and software complexity of smart camera nodes. In this paper, we prospect the development of a new kind of smart cameras, wherein FPGAs provide high performance processing and general purpose processors support middleware services. In this approach, FPGA devices can be reconfigured at run-time through the network both from explicit user request and transparent middleware decision. An embedded real-time operating system is in charge of the communication layer, and thus can autonomously decide to use a part of the FPGA as an available processing resource. The classical programmability issue, a significant obstacle when dealing with FPGAs, is addressed by resorting to a domain specific high-level programming language (CAPH) for describing operations to be implemented on FPGAs.
Keywords
cameras; field programmable gate arrays; high level languages; intelligent sensors; middleware; wireless sensor networks; FPGA-based smart camera mote; domain specific high-level programming language; embedded real-time operating system; image sensors; pervasive wireless network; transparent middleware decision; Computer architecture; Field programmable gate arrays; Hardware; Image processing; Programming; Protocols; Smart cameras;
fLanguage
English
Publisher
ieee
Conference_Titel
Distributed Smart Cameras (ICDSC), 2013 Seventh International Conference on
Conference_Location
Palm Springs, CA
Type
conf
DOI
10.1109/ICDSC.2013.6778226
Filename
6778226
Link To Document