Title :
Low power digital signal processing scheme via stochastic logic protection
Author :
Chen, Jienan ; Hu, Jianhao ; Li, Shuyang
Author_Institution :
Lab. of Wireless Commun., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
In this paper, we proposed a low power digital signal processing (DSP) scheme with stochastic logic protection. The reduction of supply voltage will reduce the power consumption effectively. However, the timing violation will be happened when the voltage overscaling (VOS) is applied. Fortunately, the stochastic logic has simple hardware structure, and the critical path is short. Thus, we can use stochastic logic as the error control (EC) module to mitigate the soft error by the VOS. Compared with traditional EC based low power DSP, the proposed method can achieve higher energy efficiency with high performance. According to the case study of a 26-tap FIR filter, the stochastic logic based EC module can achieve 65% power saving within 2.5dB signal-to-noise ratio (SNR) loss, which outperforms 6dB than traditional RPR method. When the soft error for each logic gate is considered, the advantage of SFIR based system is more obvious than traditional method.
Keywords :
FIR filters; digital signal processing chips; logic gates; low-power electronics; radiation hardening (electronics); 26-tap FIR filter; EC based low power DSP; critical path; energy efficiency; error control module; hardware structure; logic gate; low power digital signal processing scheme; power consumption; signal-to-noise ratio loss; soft error mitigation; stochastic logic based EC module; stochastic logic protection; supply voltage reduction; timing violation; voltage overscaling; Digital signal processing; Finite impulse response filter; Hardware; Logic gates; Signal to noise ratio; Stochastic processes; Timing; low power; stochastic logic; voltage overscaling;
Conference_Titel :
Circuits and Systems (ISCAS), 2012 IEEE International Symposium on
Conference_Location :
Seoul
Print_ISBN :
978-1-4673-0218-0
DOI :
10.1109/ISCAS.2012.6271970