Automated Hardware Design Methodology for Digital Filters With High-Level Synthesis

The increasing complexity of digital hardware systems and the demand for faster time-to-market for the semiconductor industry require a rapid and flexible design strategy at an increased abstraction level. To this end, we propose a fully automated hardware design methodology for digital signal processing (DSP) applications such as digital filters, using high-level synthesis (HLS) integrated with MATLAB. This approach enables a one-click workflow from concept design to a synthesized and functionally verified netlist, with the requirement of minimal hardware expertise. After comparison with industry standard register transfer level (RTL) designs of multiple filter architectures, the area of HLS-generated implementations exhibited a variance ranging from a 54.4 % reduction to a 35.8 % overhead. This indicates a comparable quality of results (QoR), especially when weighed against the significant gains in design time reduction and productivity. Beyond digital filters, the work demonstrates that modern HLS tools, when paired with automation and parameterized code, can deliver rapid industrial grade ASIC results, bridging the gap between algorithm development and hardware deployment in digital signal processing and beyond.

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Publication Details

Journal
IEEE Access
Published
2025-01-01
DOI
https://doi.org/10.1109/access.2025.3602232
Primary Topic
Embedded Systems Design Techniques
Type
article
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article

Automated Hardware Design Methodology for Digital Filters With High-Level Synthesis

Mihai T. Lazarescu, Davide Mariz, Luciano Lavagno, Syaeful Akbar
IEEE Access
Embedded Systems Design Techniques
article

Automated Hardware Design Methodology for Digital Filters With High-Level Synthesis

Mihai T. Lazarescu, Davide Mariz, Luciano Lavagno, Syaeful Akbar
article en

Abstract

The increasing complexity of digital hardware systems and the demand for faster time-to-market for the semiconductor industry require a rapid and flexible design strategy at an increased abstraction level. To this end, we propose a fully automated hardware design methodology for digital signal processing (DSP) applications such as digital filters, using high-level synthesis (HLS) integrated with MATLAB. This approach enables a one-click workflow from concept design to a synthesized and functionally verified netlist, with the requirement of minimal hardware expertise. After comparison with industry standard register transfer level (RTL) designs of multiple filter architectures, the area of HLS-generated implementations exhibited a variance ranging from a 54.4 % reduction to a 35.8 % overhead. This indicates a comparable quality of results (QoR), especially when weighed against the significant gains in design time reduction and productivity. Beyond digital filters, the work demonstrates that modern HLS tools, when paired with automation and parameterized code, can deliver rapid industrial grade ASIC results, bridging the gap between algorithm development and hardware deployment in digital signal processing and beyond.

IEEE AccessVol. 13
Politecnico di Torino (IT), Infineon Technologies (Austria) (AT)
Openalex Percentile: Top 77%
Embedded Systems Design Techniques
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Automated Hardware Design Methodology for Digital Filters With High-Level Synthesis — Mihai T. Lazarescu, Davide Mariz, et al. · IEEE Access (2025) | TGRS Research Map | TGRS