Title :
Low energy process variation tolerant digital image processing system design based on accuracy-energy tradeoffs
Author :
Kim, Se Hun ; Mukhopadhyay, Saibal ; Kim, Honggab ; Wolf, Marilyn
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
In this paper, we present a low energy image processing system design based on efficient accuracy-energy tradeoffs. The proposed design allows aggressive voltage scaling in the presence of process variation by employing an error concealing method based on the inherent error tolerance of digital signal processing applications. Based on a system-level analysis, we demonstrate that significant energy savings can be achieved from voltage scaling and switching activity reduction for computational components. Using the proposed method, we can also achieve energy savings for other subsystems such as memory by increasing compression ratio. The experimental results show that average overall energy savings of up to ~50% are possible over a conventional design in a 45nm technology.
Keywords :
data compression; image coding; power aware computing; accuracy-energy tradeoffs; compression ratio; digital image processing system design; digital signal processing; error concealing method; error tolerance; low energy image processing system design; low energy process variation; switching activity reduction; system-level analysis; voltage scaling; Computer architecture; Degradation; Delay; Discrete cosine transforms; Energy consumption; Image coding; Image quality; Low power design; aggressive voltage scaling; image compression; process variation;
Conference_Titel :
Signal Processing Systems (SiPS), 2011 IEEE Workshop on
Conference_Location :
Beirut
Print_ISBN :
978-1-4577-1920-2
DOI :
10.1109/SiPS.2011.6088958