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High‐Level Synthesis under Fixed‐Point Accuracy Constraint

Authors: Menard, Daniel; Herve, Nicolas; Sentieys, Olivier; Hai Nam, Nguyen;

High‐Level Synthesis under Fixed‐Point Accuracy Constraint

Abstract

Implementing signal processing applications in embedded systems generally requires the use of fixed‐point arithmetic. The main problem slowing down the hardware implementation flow is the lack of high‐level development tools to target these architectures from algorithmic specification language using floating‐point data types. In this paper, a new method to automatically implement a floating‐point algorithm into an FPGA or an ASIC using fixed‐point arithmetic is proposed. An iterative process on high‐level synthesis and data word‐length optimization is used to improve both of these dependent processes. Indeed, high‐level synthesis requires operator word‐length knowledge to correctly execute its allocation, scheduling, and resource binding steps. Moreover, the word‐length optimization requires resource binding and scheduling information to correctly group operations. To dramatically reduce the optimization time compared to fixed‐point simulation‐based methods, the accuracy evaluation is done through an analytical method. Different experiments on signal processing algorithms are presented to show the efficiency of the proposed method. Compared to classical methods, the average architecture area reduction is between 10% and 28%.

Country
France
Keywords

TK7885-7895, Computer engineering. Computer hardware, [INFO.INFO-TS] Computer Science [cs]/Signal and Image Processing, [SPI.SIGNAL] Engineering Sciences [physics]/Signal and Image processing

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
9
Average
Top 10%
Average
gold