Supply voltage overscaling has been studied recently for the design of low power finite impulse response (FIR) filters, where the supply voltage is deliberately scaled beyond the critical voltage so as to lower the power consumption quadratically. The violation of timing constraint leads to computational errors/noise, which is then reduced via prediction-based algorithms. In this paper, we first propose an estimation-based algorithm aiming at accuracy maximization. Then, practical design issues are addressed and the major problem that causes performance drop is identified, which leads to a novel flexible twophase bilateral estimation-based noise reduction architecture with the use of error-delay detection mechanism that enables the flexible size estimator. Compared to conventional designs, simulation results show that the estimation-based algorithm and the two-phase bilateral estimation algorithm improve the noise reduction performance by 10–20dB and 17–22dB while achieving the same power saving ratio, respectively. Alternatively, the proposed algorithms can achieve lower power while a certain performance requirement is satisfied.
[1]
R. Hegde,et al.
A voltage overscaled low-power digital filter IC
,
2004,
IEEE Journal of Solid-State Circuits.
[2]
Trevor Mudge,et al.
A self-tuning DVS processor using delay-error detection and correction
,
2005,
VLSIC 2005.
[3]
Naresh R. Shanbhag.
Reliable and energy-efficient digital signal processing
,
2002,
DAC '02.
[4]
Keshab K. Parhi,et al.
VLSI digital signal processing systems
,
1999
.
[5]
Nam Ik Cho,et al.
Low-Power Filtering Via Minimum Power Soft Error Cancellation
,
2007,
IEEE Transactions on Signal Processing.
[6]
Naresh R. Shanbhag,et al.
Soft digital signal processing
,
2001,
IEEE Trans. Very Large Scale Integr. Syst..
[7]
Naresh R. Shanbhag,et al.
Reliable low-power digital signal processing via reduced precision redundancy
,
2004,
IEEE Transactions on Very Large Scale Integration (VLSI) Systems.
[8]
Trevor Mudge,et al.
Razor: a low-power pipeline based on circuit-level timing speculation
,
2003,
Proceedings. 36th Annual IEEE/ACM International Symposium on Microarchitecture, 2003. MICRO-36..