TY - GEN
T1 - Dual-tree wavelet packet transform for ultrasonic data transmission through metal structures
AU - Wang, Jinjiang
AU - Gao, Robert X.
AU - Tang, Xinyao
AU - Fan, Zhaoyan
AU - Wang, Peng
N1 - Publisher Copyright:
Copyright © 2015 by ASME.
PY - 2015
Y1 - 2015
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=84945335806&partnerID=8YFLogxK
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U2 - 10.1115/MSEC20159463
DO - 10.1115/MSEC20159463
M3 - Conference contribution
AN - SCOPUS:84945335806
T3 - ASME 2015 International Manufacturing Science and Engineering Conference, MSEC 2015
BT - Processing
T2 - ASME 2015 International Manufacturing Science and Engineering Conference, MSEC 2015
Y2 - 8 June 2015 through 12 June 2015
ER -