Architectural Synthesis of Fixed-Point DSP Datapaths Using FPGAs

Author:

Caffarena Gabriel1,López Juan A.1,Leyva Gerardo2,Carreras Carlos1,Nieto-Taladriz Octavio1

Affiliation:

1. Departamento de Ingeniería Electrónica, Universidad Politécnica de Madrid, Ciudad Universitaria s/n, 28040 Madrid, Spain

2. Departamento de Sistemas Electrónicos, Universidad Autónoma de Aguascalientes, Ciudad Universitaria s/n, 20100 Aguascalientes, Mexico

Abstract

We address the automatic synthesis of DSP algorithms using FPGAs. Optimized fixed-point implementations are obtained by means of considering (i) a multiple wordlength approach; (ii) a complete datapath formed of wordlength-wise resources (i.e., functional units, multiplexers, and registers); (iii) an FPGA-wise resource usage metric that enables an efficient distribution of logic fabric and embedded DSP resources. The paper shows (i) the benefits of applying a multiple wordlength approach to the implementation of fixed-point datapaths and (ii) the benefits of a wise use of embedded FPGA resources. The use of a complete fixed-point datapath leads to improvements up to 35%. And, the wise mapping of operations to FPGA resources (logic fabric and embedded blocks), thanks to the proposed resource usage metric, leads to improvements up to 54%.

Funder

Spanish Ministry of Education and Science

Publisher

Hindawi Limited

Subject

Hardware and Architecture

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Wordlength Optimization of Fixed-Point Algorithms;Approximate Computing Techniques;2022

2. A new multi-objective mathematical model for the high-level synthesis of integrated circuits;Applied Mathematical Modelling;2016-02

3. A Formal Method for Optimal High-Level Casting of Heterogeneous Fixed-Point Adders and Subtractors;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems;2015-01

4. Self-Reconfigurable Constant Multiplier for FPGA;ACM Transactions on Reconfigurable Technology and Systems;2013-10

5. A FPGA CORE GENERATOR FOR EMBEDDED CLASSIFICATION SYSTEMS;Journal of Circuits, Systems and Computers;2011-04

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