DocumentCode
3197429
Title
FPGA-based image compression for low-power Wireless Camera Sensor Networks
Author
Kaddachi, Med Lassaad ; Makkaoui, Leila ; Soudani, Adel ; Lecuire, Vincent ; Moureaux, Jean-Marie
Author_Institution
Lab. d´´Electron. et de Microelectron., Fac. des Sci. de Monastir, Monastir, Tunisia
fYear
2011
fDate
18-20 Dec. 2011
Firstpage
68
Lastpage
71
Abstract
In this paper, a low-complexity image compression scheme for energy-constrained Wireless Camera Sensor Networks (WCSN) is presented and its hardware implementation cost for FPGA solution is evaluated. The main purpose of this FPGA circuit is to relieve the main microcontroller in the camera sensor node of the image compression tasks and to achieve highspeed and low-power image processing. The interest of our hardware solution is twofold. First, a fast zonal DCT algorithm is used to reduce the number of DCT coefficients in each block of the image to be computed, quantized and encoded. Second, compression settings can be changed at runtime in order to allow a dynamic adjustment of the trade-off between energy consumption and image distortion. The efficiency of the image compression scheme is validated through experimental results using FPGA platform.
Keywords
data compression; discrete cosine transforms; field programmable gate arrays; image coding; image sensors; microcontrollers; wireless sensor networks; FPGA circuit; FPGA-based image compression; WCSN; camera sensor node; energy consumption; energy-constrained wireless camera sensor networks; fast zonal DCT algorithm; image distortion; low-power wireless camera sensor networks; microcontroller; Cameras; Discrete cosine transforms; Energy consumption; Field programmable gate arrays; Hardware; Image coding; Wireless sensor networks; FPGA; Low-power hardware; image compression; wireless sensor networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Next Generation Networks and Services (NGNS), 2011 3rd International Conference on
Conference_Location
Hammamet
Print_ISBN
978-1-4673-0138-1
Type
conf
DOI
10.1109/NGNS.2011.6142537
Filename
6142537
Link To Document