TY - JOUR
T1 - Faithfully truncated adder-based area-power efficient FIR design with predefined output accuracy
AU - Ye, Jinghao
AU - Yanagisawa, Masao
AU - Shi, Youhua
N1 - Funding Information:
This work is supported by d.lab (formerly VLSI Design and Education Center (VDEC)), the University of Tokyo in collaboration with Synopsys and Cadence Design Systems, Inc.
Publisher Copyright:
© 2020 The Institute of Electronics, Information and Communication Engineers
PY - 2020/9/1
Y1 - 2020/9/1
N2 - To solve the area and power problems in Finite Impulse Response (FIR) implementations, a faithfully truncated adder-based FIR design is presented in this paper for significant area and power savings while the predefined output accuracy can still be obtained. As a solution to the accuracy loss caused by truncated adders, a static error analysis on the utilization of truncated adders in FIRs was performed. According to the mathematical analysis, we show that, with a given accuracy constraint, the optimal truncated adder configuration for an area-power efficient FIR design can be effortlessly determined. Evaluation results on various FIR implementations by using the proposed faithfully truncated adder designs showed that up to 35.4% and 27.9% savings in area and power consumption can be achieved with less than 1 ulp accuracy loss for uniformly distributed random inputs. Moreover, as a case study for normally distributed signals, a fixed 6-tap FIR is implemented for electrocardiogram (ECG) signal filtering was implemented, in which even with the increased truncated bits up to 10, the mean absolute error (E) can be guaranteed to be less than 1 ulp while up to 29.7% and 25.3% savings in area and power can be obtained.
AB - To solve the area and power problems in Finite Impulse Response (FIR) implementations, a faithfully truncated adder-based FIR design is presented in this paper for significant area and power savings while the predefined output accuracy can still be obtained. As a solution to the accuracy loss caused by truncated adders, a static error analysis on the utilization of truncated adders in FIRs was performed. According to the mathematical analysis, we show that, with a given accuracy constraint, the optimal truncated adder configuration for an area-power efficient FIR design can be effortlessly determined. Evaluation results on various FIR implementations by using the proposed faithfully truncated adder designs showed that up to 35.4% and 27.9% savings in area and power consumption can be achieved with less than 1 ulp accuracy loss for uniformly distributed random inputs. Moreover, as a case study for normally distributed signals, a fixed 6-tap FIR is implemented for electrocardiogram (ECG) signal filtering was implemented, in which even with the increased truncated bits up to 10, the mean absolute error (E) can be guaranteed to be less than 1 ulp while up to 29.7% and 25.3% savings in area and power can be obtained.
KW - Area-power efficient
KW - FIR filter
KW - Faithfully truncated adder
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U2 - 10.1587/transfun.2019KEP0010
DO - 10.1587/transfun.2019KEP0010
M3 - Article
AN - SCOPUS:85092064055
SN - 0916-8508
VL - E103A
SP - 1063
EP - 1070
JO - IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
JF - IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
IS - 9
ER -