On the use of matching pursuit time-frequency techniques for multiple-channel detection

K. Ghartey, Antonia Papandreou-Suppappola, Douglas Cochran

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

In situations where the presence of a signal is to be detected in several noisy channels, often one channel will have higher signal-to-noise ratio (SNR) than the others. When the SNR on one channel is sufficiently high that the signal can be extracted from that channel, it may be possible to use the extracted signal to aid in detecting the presence of the signal on the other channels. In this paper, the matching pursuit time-frequency method with matched signal dictionaries is used to extract a chirp signal from a noisy channel. The extracted signal is used in one channel of a generalized coherence (GC) detector with the goal of detecting the presence of the signal on other, even noisier, channels. This approach is compared via simulation to a GC detector that does not pre-process the highest SNR channel to extract the signal. Detector performance is shown to be significantly enhanced by matching pursuit signal extraction prior to coherence estimation.

Original languageEnglish (US)
Title of host publicationICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Pages3201-3204
Number of pages4
Volume5
StatePublished - 2001
Event2001 IEEE Interntional Conference on Acoustics, Speech, and Signal Processing - Salt Lake, UT, United States
Duration: May 7 2001May 11 2001

Other

Other2001 IEEE Interntional Conference on Acoustics, Speech, and Signal Processing
CountryUnited States
CitySalt Lake, UT
Period5/7/015/11/01

Fingerprint

Signal to noise ratio
Detectors
Glossaries
signal to noise ratios
detectors
chirp signals
dictionaries
simulation

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Signal Processing
  • Acoustics and Ultrasonics

Cite this

Ghartey, K., Papandreou-Suppappola, A., & Cochran, D. (2001). On the use of matching pursuit time-frequency techniques for multiple-channel detection. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (Vol. 5, pp. 3201-3204)

On the use of matching pursuit time-frequency techniques for multiple-channel detection. / Ghartey, K.; Papandreou-Suppappola, Antonia; Cochran, Douglas.

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Vol. 5 2001. p. 3201-3204.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ghartey, K, Papandreou-Suppappola, A & Cochran, D 2001, On the use of matching pursuit time-frequency techniques for multiple-channel detection. in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. vol. 5, pp. 3201-3204, 2001 IEEE Interntional Conference on Acoustics, Speech, and Signal Processing, Salt Lake, UT, United States, 5/7/01.
Ghartey K, Papandreou-Suppappola A, Cochran D. On the use of matching pursuit time-frequency techniques for multiple-channel detection. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Vol. 5. 2001. p. 3201-3204
Ghartey, K. ; Papandreou-Suppappola, Antonia ; Cochran, Douglas. / On the use of matching pursuit time-frequency techniques for multiple-channel detection. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Vol. 5 2001. pp. 3201-3204
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