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Ultrasound phase rotation beamforming on multi-core DSP
Jieming Ma1, Kerem Karadayi, Murtaza Ali
1Department of Electrical Engineering, University of Washington, Seattle, WA 98195, USA.
Software-based phase rotation beamforming (PRBF) is now feasible on multi-core DSPs. This innovation reduces computational load, enabling lower-cost, portable ultrasound machines.
Area of Science:
- Medical Imaging
- Signal Processing
- Digital Hardware
Background:
- Phase rotation beamforming (PRBF) is a key digital receive beamforming technique.
- Traditionally, PRBF relies on hardware like ASICs or FPGAs due to high computational demands.
Purpose of the Study:
- Investigate the feasibility of software-based PRBF on a multi-core Digital Signal Processor (DSP).
- Reduce the computational load of PRBF for broader hardware support.
Main Methods:
- Utilized new analog front-end (AFE) chips integrating analog-to-digital conversion and quadrature demodulation.
- Implemented delay alignment and phase rotation on a Texas Instruments C6678 DSP with 8 cores.
- Assessed performance metrics for beamforming speed and sample processing capacity.
Main Results:
- Beamforming 2048 samples from 64 channels took 200 μs using 2 DSP cores.
- Achieved beamforming of 20 million samples per second with 4 DSP cores.
- Supported ADC frequencies up to 40 MHz (with decimation) or 20 MHz (without decimation).
Conclusions:
- Software-based PRBF is viable on multi-core DSPs, significantly reducing computational requirements.
- Enables DSPs to handle both beamforming and back-end processing, paving the way for low-power, cost-effective ultrasound machines.
- This advancement benefits general ultrasound imaging, especially portable applications.
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