Dual-tree wavelet packet transform for ultrasonic data transmission through metal structures

Jinjiang Wang, Robert X. Gao, Xinyao Tang, Zhaoyan Fan, Peng Wang

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Data communication through metallic structures is generally encountered in manufacturing equipment and process monitoring and control. This paper presents a signal processing technique for enhancing the signal-to-noise ratio and high-bit data transmission rate in ultrasound-based wireless data transmission through metallic structures. A multi-carrier codedultrasonic wave modulation scheme is firstly investigated to achieve high-bit data rate communication while reducing intersymbol inference and data loss, due to the inherent signal attenuation, wave diffraction and reflection in metallic structures. To improve the signal-to-noise ratio, dual-tree wavelet packet transform (DT-WPT) has been investigated to separate multi-carrier signals under noise contamination, given its properties of shift-invariance and flexible time frequency partitioning. A new envelope extraction and threshold setting strategy for selected wavelet coefficients is then introduced to retrieve the coded digital information. Experimental studies are performed to evaluate the effectiveness of the developed signal processing method for manufacturing.

Original languageEnglish
Title of host publicationProcessing
ISBN (Electronic)9780791856826
DOIs
StatePublished - 2015
EventASME 2015 International Manufacturing Science and Engineering Conference, MSEC 2015 - Charlotte, United States
Duration: Jun 8 2015Jun 12 2015

Publication series

NameASME 2015 International Manufacturing Science and Engineering Conference, MSEC 2015
Volume1

Conference

ConferenceASME 2015 International Manufacturing Science and Engineering Conference, MSEC 2015
Country/TerritoryUnited States
CityCharlotte
Period6/8/156/12/15

Bibliographical note

Publisher Copyright:
Copyright © 2015 by ASME.

ASJC Scopus subject areas

  • Industrial and Manufacturing Engineering

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