DocumentCode :
2183261
Title :
Compressive Sensing for over-the-air ultrasound
Author :
Boufounos, Petros
Author_Institution :
Mitsubishi Electr. Res. Labs., Cambridge, MA, USA
fYear :
2011
fDate :
22-27 May 2011
Firstpage :
5972
Lastpage :
5975
Abstract :
The advent of Compressive Sensing has provided significant mathematical tools to enhance the sensing capabilities of hardware devices. In this paper we apply Compressive Sensing to improve over-the-air ultrasonic sensing capabilities. We demonstrate that using an appropriate scene model it is possible to pose three-dimensional surface reconstruction of a scene as a sparse recovery problem. By transmitting incoherent wideband ultrasonic pulses and receiving their reflections a sensor array can sense the scene and reconstruct it using standard CS reconstruction algorithms. We further demonstrate that it possible to construct virtual arrays that exploit the sensors´ motion. Thus we can obtain three-dimensional scene reconstruction using a linear mobile array.
Keywords :
surface reconstruction; ultrasonic reflection; ultrasonic transducer arrays; ultrasonic transmission; compressive sensing; incoherent wideband ultrasonic pulse transmission; linear mobile array; over-the-air ultrasound; sensor array; sparse recovery problem; standard CS reconstruction algorithms; three-dimensional scene reconstruction; three-dimensional surface reconstruction; ultrasonic reflections; ultrasonic sensing; virtual arrays; Acoustics; Arrays; Compressed sensing; Receivers; Robot sensing systems; Transmitters; Compressed Sensing; Ultrasonic imaging; Ultrasonic transducer arrays;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague
ISSN :
1520-6149
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2011.5947722
Filename :
5947722
Link To Document :
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