Matching pursuits with a wave-based dictionary
Publication
, Journal Article
McClure, MR; Carin, L
Published in: IEEE Transactions on Signal Processing
January 1, 1997
The method of matching pursuits utilizes a nonlinear iterative procedure to project a given waveform onto a particular dictionary. For scattering problems, the most appropriate dictionary is composed of waveobjects that are consistent with the underlying wave phenomenology. A signal scattered from most targets of interest can be decomposed in terms of wavefronts, resonances, and chirps - and each of these subclasses can be further subdivided based on characteristic wave physics. Here, we investigate the efficacy of applying the method of matching pursuits with a wave-based dictionary for the processing of scattering data. The performance of this algorithm is examined for scattering data with and without additive noise.
Duke Scholars
Published In
IEEE Transactions on Signal Processing
DOI
ISSN
1053-587X
Publication Date
January 1, 1997
Volume
45
Issue
12
Start / End Page
2912 / 2927
Related Subject Headings
- Networking & Telecommunications
Citation
APA
Chicago
ICMJE
MLA
NLM
McClure, M. R., & Carin, L. (1997). Matching pursuits with a wave-based dictionary. IEEE Transactions on Signal Processing, 45(12), 2912–2927. https://doi.org/10.1109/78.650250
McClure, M. R., and L. Carin. “Matching pursuits with a wave-based dictionary.” IEEE Transactions on Signal Processing 45, no. 12 (January 1, 1997): 2912–27. https://doi.org/10.1109/78.650250.
McClure MR, Carin L. Matching pursuits with a wave-based dictionary. IEEE Transactions on Signal Processing. 1997 Jan 1;45(12):2912–27.
McClure, M. R., and L. Carin. “Matching pursuits with a wave-based dictionary.” IEEE Transactions on Signal Processing, vol. 45, no. 12, Jan. 1997, pp. 2912–27. Scopus, doi:10.1109/78.650250.
McClure MR, Carin L. Matching pursuits with a wave-based dictionary. IEEE Transactions on Signal Processing. 1997 Jan 1;45(12):2912–2927.
Published In
IEEE Transactions on Signal Processing
DOI
ISSN
1053-587X
Publication Date
January 1, 1997
Volume
45
Issue
12
Start / End Page
2912 / 2927
Related Subject Headings
- Networking & Telecommunications