Improved Frequency Estimation for Range-Finding Applications using Phase Unwrapping

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Abstract

The Fast Fourier Transform (FFT) is a common signal processing operation used in frequency estimation, a technique that has many applications in a wide range of fields including radar, LiDAR, sonar, medical sciences, telecommunications, and metrology. However, in real-time applications, computational intensity often imposes restrictions on frequency resolution, and consequently introducing spectral errors. To address this limitation, the frequency resolution of FFT can be refined for enhanced accuracy by unwrapping the phase information of the frequency component, while maintaining the required FFT points and sampling rate. This paper presents an analysis of diverse windowing techniques, showcasing the potential enhancement of FFT spectral accuracy, particularly for precision-centric measurements. The proposed method is adaptable for deployment in both programmable and non-programmable real-time systems, including Embedded Systems and Field-Programmable Gate Arrays (FPGAs).
Original languageEnglish
Title of host publication2024 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)
Subtitle of host publication20-23 May 2024
PublisherInstitute of Electrical and Electronics Engineers
Number of pages6
ISBN (Electronic)979-8-3503-8090-3, 979-8-3503-8091-0
DOIs
Publication statusPublished - 28 Jun 2024
EventIEEE International Instrumentation and Measurement Technology Conference (I2MTC) -2024 : Instrumentation and Measurement for a Sustainable Future - Glasgow, Scotland, United Kingdom
Duration: 20 May 202423 May 2024
https://i2mtc2024.ieee-ims.org/

Publication series

NameIEEE Instrumentation and Measurement Technology Conference
PublisherIEEE
ISSN (Print)2642-2069
ISSN (Electronic)2642-2077

Conference

ConferenceIEEE International Instrumentation and Measurement Technology Conference (I2MTC) -2024
Abbreviated titleIEEE I2MTC 2024
Country/TerritoryUnited Kingdom
CityGlasgow, Scotland
Period20/05/2423/05/24
Internet address

Keywords

  • Fast Fourier Transform
  • Frequency Estimation
  • LiDAR measurement
  • Phase unwrapping
  • Spectral Leakage
  • radar

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