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Chirp parameter estimation from a sample covariance matrix
KTH, Superseded Departments (pre-2005), Signals, Sensors and Systems.ORCID iD: 0000-0003-2298-6774
2001 (English)In: IEEE Transactions on Signal Processing, ISSN 1053-587X, E-ISSN 1941-0476, Vol. 49, no 3, p. 603-612Article in journal (Refereed) Published
Abstract [en]

This paper considers the problem of estimating the bandwidth and the center frequency of a linear chirp signal. The nonstationarity property of chirp signals implies that the signal has high rank and reduces the applicability of subspace-based algorithms significantly. However, the special structure of the sample covariance matrix invites the use of regular frequency estimation algorithms. Herein, we show how subspace-type algorithms may be modified to provide accurate signal parameter estimates for linear chirp signals at reasonable complexity, The root-MUSIC algorithm will be used as an example.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE) , 2001. Vol. 49, no 3, p. 603-612
Keywords [en]
chirp signal, polynomial phase, root-MUSIC, subspace, polynomial-phase transform, signals
National Category
Signal Processing
Identifiers
URN: urn:nbn:se:kth:diva-20406DOI: 10.1109/78.905888ISI: 000167226200014Scopus ID: 2-s2.0-0035267164OAI: oai:DiVA.org:kth-20406DiVA, id: diva2:339101
Note

QC 20100525

Available from: 2010-08-10 Created: 2010-08-10 Last updated: 2022-06-25Bibliographically approved

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Ottersten, Björn

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  • asciidoc
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