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Abstract
When applied to ground penetrating radar (GPR), the multiple signal classification (MUSIC) algorithm is an important frequency estimation method as it can detect very closely spaced targets, particularly when one of the target responses is substantially less than another. The MUSIC algorithm however must be seeded with the number of targets to find and will indicate that number of targets regardless of the number of targets actually present. In addition, there is no reliable indication of the magnitude of the responses of the targets. In the presence of relatively low levels of noise the MUSIC algorithm is prone to reporting the position of false target positions in preference to weaker genuine target responses. In this paper a superimposed MUSIC technique is proposed to suppress false targets. A novel windowed FFT MUSIC (W-MUSIC) algorithm is examined using a linear sweep frequency in noise, and it is seen to give a clear indication of targets. In the presence of distortion, FFT is seen to be a more robust approach than the MUSIC algorithm, the latter method becoming very prone to inaccuracy in the presence of distortion.
Original language | English |
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Title of host publication | 2009 IEEE Radar Conference |
Publisher | IEEE |
Pages | 1-6 |
Number of pages | 6 |
ISBN (Electronic) | 9781424428717 |
ISBN (Print) | 9781424428700 |
DOIs | |
Publication status | Published - 2009 |
Event | 2009 IEEE Radar Conference - Pasadena, California, USA United States Duration: 4 May 2009 → 8 May 2009 |
Conference
Conference | 2009 IEEE Radar Conference |
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Country/Territory | USA United States |
City | Pasadena, California |
Period | 4/05/09 → 8/05/09 |
Bibliographical note
Proceedings published by IEEEISBN:9781424428700
E-ISBN: 9781424428717
Keywords
- windowed FFT MUSIC
- suppress false targets
- GPR target detection
- W-MUSIC algorithm
- object detection
- frequency estimation
- linear sweep frequency
- ground penetrating radar
- multiple signal classification
- distorted signals
- signal classification
- noisy signals
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Dive into the research topics of 'A novel W-MUSIC algorithm for GPR target detection in noisy and distorted signals'. Together they form a unique fingerprint.Projects
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Mapping the Underworld: Multi-Sensor Device Creation, Assessment, Protocols
Pennock, S. (PI) & Redfern, M. (CoI)
Engineering and Physical Sciences Research Council
1/02/09 → 31/07/13
Project: Research council