Skip to main content

2024 | OriginalPaper | Buchkapitel

Denoising of ECG Signal Using Optimized IIR Filter Architecture—A CSD-Based Design

verfasst von : Kunjan D. Shinde, Darshan Khanapure, Neha Shetti, Juveriya Athavani, Nikhil Hattiholi

Erschienen in: Advances in VLSI, Signal Processing, Power Electronics, IoT, Communication and Embedded Systems

Verlag: Springer Nature Singapore

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

search-config
loading …

Abstract

Signal Processing is a primary and important task in most of the applications involving signal acquisition and digital processing. Signal conditioning can be thought of as a process of removing unwanted information and preserving the required feature of the signal. Denoising can be similarly correlated with signal conditioning in this regard. The presented work is gives an IIR filter architecture that is optimized for area and speed metric for an end application of ECG signal processing. The proposed IIR filter uses Canonic Signed Digits (CSD) for representing scaled version of filter coefficients and then the IIR filter is designed. It is observed that by using CSD-based IIR filter architecture gives an efficient approach to denoise the ECG signals, demonstrates the area reduction by 90%, and improves the speed of operation by 60% when compared with conventional design. The Matlab and Xilinx Vivado platform is used to validate the designed IIR filter and further the post-synthesis implementation details are obtained for Xilinx Virtex-7 series XC7VX485T-2FFG1761C FPGA, Verilog HDL coding is employed to develop the design and stimulus environment for the work.

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
5.
Zurück zum Zitat Shinde KD, Vijaya C (2022) Bottlenecks in finite impulse response filter architectures on a reconfigurable platform. In: Recent advances in artificial intelligence and data engineering. Springer, Singapore, pp 309–325 Shinde KD, Vijaya C (2022) Bottlenecks in finite impulse response filter architectures on a reconfigurable platform. In: Recent advances in artificial intelligence and data engineering. Springer, Singapore, pp 309–325
8.
Zurück zum Zitat Mehra R, Thakur B (2015) Field programmable gate array based infinite impulse response filter using multipliers. Int J Electron Commun Eng Mehra R, Thakur B (2015) Field programmable gate array based infinite impulse response filter using multipliers. Int J Electron Commun Eng
9.
Zurück zum Zitat Yadav D, Nandi A (2016) Comparative analysis of digital IIR filter using add and shift method on Xilinx platform. In: International conference on control, instrumentation, communication and computational technologies (ICCICCT) Yadav D, Nandi A (2016) Comparative analysis of digital IIR filter using add and shift method on Xilinx platform. In: International conference on control, instrumentation, communication and computational technologies (ICCICCT)
10.
Zurück zum Zitat Thakur N, Mehra R FPGA based IIR filter design and analysis using different architectures. Int J Adv Res Electr Electron Instrum Eng ISSN: 2278-8875 Thakur N, Mehra R FPGA based IIR filter design and analysis using different architectures. Int J Adv Res Electr Electron Instrum Eng ISSN: 2278-8875
11.
Zurück zum Zitat Gaikwad KM, Chavan M Elliptic filter implementation using Xilinx system generator for processing of ECG signal. Commun Appl Electron (CAE). ISSN: 2394-4714 Gaikwad KM, Chavan M Elliptic filter implementation using Xilinx system generator for processing of ECG signal. Commun Appl Electron (CAE). ISSN: 2394-4714
Metadaten
Titel
Denoising of ECG Signal Using Optimized IIR Filter Architecture—A CSD-Based Design
verfasst von
Kunjan D. Shinde
Darshan Khanapure
Neha Shetti
Juveriya Athavani
Nikhil Hattiholi
Copyright-Jahr
2024
Verlag
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-99-4444-6_11