Skip to main content

2022 | OriginalPaper | Buchkapitel

B-Mode Ultrasound Imaging System Using Raspberry Pi

verfasst von : R. A. C. Medeiros, A. A. Assef, J. de Oliveira, J. M. Maia, E. T. Costa

Erschienen in: XXVII Brazilian Congress on Biomedical Engineering

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The B-mode ultrasound imaging represents one of the main imaging methods in medical diagnosis. To improve the quality of generated images, new approaches and techniques for digital signal processing based on hardware and software platforms are being introduced nowadays. This article shows the implementation and evaluation of digital signal processing algorithms on the Raspberry Pi using Python programming language for B-mode image reconstruction. The proposed steps include digital filtering, focusing delay, coherent summation, demodulation with envelope detection, and logarithmic compression. To validate the implemented algorithm, 12-bit sampled data with a frequency of 40 MHz were used. Qualitative and quantitative analyses using the Normalized Root Mean Squared Error (NRMSE) and the Normalized Residual Sum of Squares (NRSS) cost functions show results compatible with the reference model in Matlab and validated in previous studies. All NRMSE results were less than 10% and NRSS results were close to zero, indicating excellent agreement with the reference Matlab model.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Boni E et al (2018) Ultrasound open platforms for next-generation imaging technique development. IEEE Trans Ultrason Ferroelectr Freq Control 65(7):1078–1092CrossRef Boni E et al (2018) Ultrasound open platforms for next-generation imaging technique development. IEEE Trans Ultrason Ferroelectr Freq Control 65(7):1078–1092CrossRef
2.
Zurück zum Zitat Assef AA, Maia JM, Costa ET (2016) Initial experiments of a 128-channel FPGA and PC-based ultrasound imaging system for teaching and research activities. In: 2016 38th annual international conference of the IEEE engineering in medicine and biology society (EMBC). IEEE, pp 5172–5175 Assef AA, Maia JM, Costa ET (2016) Initial experiments of a 128-channel FPGA and PC-based ultrasound imaging system for teaching and research activities. In: 2016 38th annual international conference of the IEEE engineering in medicine and biology society (EMBC). IEEE, pp 5172–5175
3.
Zurück zum Zitat Dietrich CF et al (2017) Point of care ultrasound: a WFUMB position paper. Ultrasound Med Biol 43(1):49–58CrossRef Dietrich CF et al (2017) Point of care ultrasound: a WFUMB position paper. Ultrasound Med Biol 43(1):49–58CrossRef
4.
Zurück zum Zitat Ray PP (2017) A survey on visual programming languages in internet of things. Sci Program Ray PP (2017) A survey on visual programming languages in internet of things. Sci Program
5.
Zurück zum Zitat Assef AA, Maia JM, Costa ET (2015) A flexible multichannel FPGA and PC-based ultrasound system for medical imaging research: initial phantom experiments. Res Biomed Eng 31(3):277–281 Assef AA, Maia JM, Costa ET (2015) A flexible multichannel FPGA and PC-based ultrasound system for medical imaging research: initial phantom experiments. Res Biomed Eng 31(3):277–281
6.
Zurück zum Zitat Assef AA et al (2019) FPGA implementation and evaluation of an approximate Hilbert transform-based envelope detector for ultrasound imaging using the DSP builder development tool. In: 2019 41st annual international conference of the IEEE engineering in medicine and biology society (EMBC). IEEE, pp 2813–2816 Assef AA et al (2019) FPGA implementation and evaluation of an approximate Hilbert transform-based envelope detector for ultrasound imaging using the DSP builder development tool. In: 2019 41st annual international conference of the IEEE engineering in medicine and biology society (EMBC). IEEE, pp 2813–2816
7.
Zurück zum Zitat Dwivedi AK, Ghosh S, Londhe ND (2018) Review and analysis of evolutionary optimization-based techniques for FIR filter design. Circuits Syst Signal Process 37(10):4409–4430 Dwivedi AK, Ghosh S, Londhe ND (2018) Review and analysis of evolutionary optimization-based techniques for FIR filter design. Circuits Syst Signal Process 37(10):4409–4430
8.
Zurück zum Zitat Jensen JA (1996) Field: a program for simulating ultrasound systems. Paper presented at the 10th Nordic-Baltic conference on biomedical imaging. Med Biol Eng Comput 34(1):351–353 Jensen JA (1996) Field: a program for simulating ultrasound systems. Paper presented at the 10th Nordic-Baltic conference on biomedical imaging. Med Biol Eng Comput 34(1):351–353
10.
Zurück zum Zitat Cincotti G et al (1999) Efficient transmit beamforming in pulse-echo ultrasonic imaging. IEEE Trans Ultrason Ferroelectr Freq Control 46(6):1450–1458CrossRef Cincotti G et al (1999) Efficient transmit beamforming in pulse-echo ultrasonic imaging. IEEE Trans Ultrason Ferroelectr Freq Control 46(6):1450–1458CrossRef
11.
Zurück zum Zitat Frazier CH, O’Brien WD (1998) Synthetic aperture techniques with a virtual source element. IEEE Trans Ultrason Ferroelectr Freq Control 45(1):196–207 Frazier CH, O’Brien WD (1998) Synthetic aperture techniques with a virtual source element. IEEE Trans Ultrason Ferroelectr Freq Control 45(1):196–207
Metadaten
Titel
B-Mode Ultrasound Imaging System Using Raspberry Pi
verfasst von
R. A. C. Medeiros
A. A. Assef
J. de Oliveira
J. M. Maia
E. T. Costa
Copyright-Jahr
2022
DOI
https://doi.org/10.1007/978-3-030-70601-2_136

Neuer Inhalt