DocumentCode
2343420
Title
Design of a Low Power Multiply-Accumulator for 2D Convolution in Video Processing Applications
Author
Ngo, Hau T. ; Asari, Vijayan K.
Author_Institution
Dept. of Electr. & Comput. Eng., Old Dominion Univ., Norfolk, VA
fYear
2007
fDate
2-4 April 2007
Firstpage
196
Lastpage
201
Abstract
Design of a low power multiply-and-accumulator (MAC) unit for video processing systems exploiting insignificant bits in pixels values and the similarity of neighboring pixels in video streams is presented in this paper. The proposed technique reduces dynamic power consumption by analyzing the bit patterns in the input data to reduce switching activities. Special values of the pixels in the video streams such as zero, one, repeated values or repeated bit combinations are detected and data paths in the architecture design are disabled appropriately to eliminate unnecessary switching in arithmetic units and data buses. It is observed that the proposed scheme helps to reduce operations and switching activities in the MAC unit up to 30% which results in lower power consumption with low hardware overhead
Keywords
video signal processing; video streaming; 2D convolution; bit pattern analysis; dynamic power consumption; multiply-and-accumulator unit; video processing systems; video streaming; Adders; Application software; Arithmetic; Capacitance; Clocks; Convolution; Energy consumption; Frequency; Hardware; Streaming media;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology, 2007. ITNG '07. Fourth International Conference on
Conference_Location
Las Vegas, NV
Print_ISBN
0-7695-2776-0
Type
conf
DOI
10.1109/ITNG.2007.70
Filename
4151683
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