Tetris: A streaming accelerator for physics-limited 3D plane-wave ultrasound imaging

Brendan L. West, Jian Zhou, Ronald G. Dreslinski, J. Brian Fowlkes, Oliver Kripfgans, Chaitali Chakrabarti, Thomas F. Wenisch

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

High volume acquisition rates are imperative for medical ultrasound imaging applications, such as 3D elastography and 3D vector flow imaging. Unfortunately, despite recent algorithmic improvements, high-volume-rate imaging remains computationally infeasible on known platforms. In this paper, we propose Tetris, a novel hardware accelerator for ultrasound beamforming that enables volume acquisition rates up to the physics limits of acoustic propagation delay. Through algorithmic and hardware optimizations, we enable a streaming system design outclassing previously proposed accelerators in performance while lowering hardware complexity and storage requirements. For a representative imaging task, our proposed system generates physics-limited 13,020 volumes per second in a 2.5W power budget.

Original languageEnglish (US)
Title of host publicationProceedings of the 56th Annual Design Automation Conference 2019, DAC 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781450367257
DOIs
StatePublished - Jun 2 2019
Event56th Annual Design Automation Conference, DAC 2019 - Las Vegas, United States
Duration: Jun 2 2019Jun 6 2019

Publication series

NameProceedings - Design Automation Conference
ISSN (Print)0738-100X

Conference

Conference56th Annual Design Automation Conference, DAC 2019
CountryUnited States
CityLas Vegas
Period6/2/196/6/19

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Keywords

  • 3D Architectures
  • Accelerators
  • Beamforming
  • Ultrasound

ASJC Scopus subject areas

  • Computer Science Applications
  • Control and Systems Engineering
  • Electrical and Electronic Engineering
  • Modeling and Simulation

Cite this

West, B. L., Zhou, J., Dreslinski, R. G., Fowlkes, J. B., Kripfgans, O., Chakrabarti, C., & Wenisch, T. F. (2019). Tetris: A streaming accelerator for physics-limited 3D plane-wave ultrasound imaging. In Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019 [a189] (Proceedings - Design Automation Conference). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1145/3316781.3317921