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Utilizing gammatone filter coefficient to improve human mouth-click signal detection using a multi-phase correlation process


Citation

Saleh, Nur Luqman and Sali, Aduwati and Abdullah, Raja Syamsul Azmir Raja and Ahmad, Sharifah M. Syed and Liew, Jiun Terng and Hashim, Fazirulhisyam and Abdullah, Fairuz and Rashid, Nur Emileen Abdul (2024) Utilizing gammatone filter coefficient to improve human mouth-click signal detection using a multi-phase correlation process. Measurement, 224. art. no. 113887. pp. 1-13. ISSN 0263-2241; ISSN: 1873-412X

Abstract

This study introduces an enhanced structured signal processing scheme for detecting the “transmit-echo” of mouth-click signals used by blind individuals for echolocation. The processing scheme is based on coexisting work on the detection of the mouth-click signal, with an additional band-pass filter process introduced before synthesis, multi-phase correlation, and summation. The level of side lobes at the output was improved by more than −19 dB, and the number of local maxima was minimized by using a band-pass filter. The detection of “transmit-echo” results using artificial mouth-click signal data was validated and achieved a 100 success rate in detecting obstacles at 60 cm, 80 cm, and 100 cm. Nonetheless, the detection scheme discussed in this investigation is thought to be intuitive, having been learned from the human hearing process. The emerging concepts in this research are expected to benefit radar and sonar system applications in the near future.


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Additional Metadata

Item Type: Article
Divisions: Faculty of Engineering
DOI Number: https://doi.org/10.1016/j.measurement.2023.113887
Publisher: Elsevier BV
Keywords: Bio-inspired; Gammatone filter; Human echolocator; Radar; Signal processing; Audition; Biomimetics; Signal detection; Sonar; Tracking radar; Blind individuals; Filter coefficients; Human mouth; Phase correlation; Side lobes; Signal's detections; Signal-processing; Bandpass filters
Depositing User: Mr. Mohamad Syahrul Nizam Md Ishak
Date Deposited: 08 May 2024 14:15
Last Modified: 08 May 2024 14:15
Altmetrics: http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1016/j.measurement.2023.113887
URI: http://psasir.upm.edu.my/id/eprint/105829
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