Title :
FPGA architecture for object extraction in Wireless Multimedia Sensor Network
Author :
Pham, Duc Minh ; Aziz, Syed Mahfuzul
Author_Institution :
Sch. of Electr. & Inf. Eng., Univ. of South Australia, Adelaide, SA, Australia
Abstract :
This paper presents the architecture of a FPGA-based efficient image processing system suited to Wireless Multimedia Sensor Networks. The system consists of two major processing elements: a customized processor for the networking functions and an image processing block. The latter enables the system to detect and extract any updated objects in captured images in real-time. The proposed architecture is optimized to achieve high speed processing with minimum hardware requirement and power consumption. Experimental results show that for a detected object of average size, the proposed architecture helps to reduce the total energy consumption by approximately twenty times compared to the energy consumed for raw image transmission. The system was successfully designed and implemented on FPGA. Implementation results of a network utilizing the proposed architecture reveal that this novel approach is suitable for Wireless Multimedia Sensor Network due to low hardware and low energy requirement for image communication.
Keywords :
field programmable gate arrays; image processing; image processing equipment; multimedia communication; wireless sensor networks; FPGA architecture; customized processor; image communication; image processing block; image processing system; networking function; object extraction; total energy consumption; wireless multimedia sensor network; Cameras; Field programmable gate arrays; Hardware; Image processing; Power demand; Random access memory; Wireless sensor networks; Wireless sensor networks; coprocessors; image communication; image processing; object detection;
Conference_Titel :
Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 2011 Seventh International Conference on
Conference_Location :
Adelaide, SA
Print_ISBN :
978-1-4577-0675-2
DOI :
10.1109/ISSNIP.2011.6146563