Comparative study of four adaptive frequency trackers

  • Petr Tichavský
  • , Arye Nehorai

Research output: Contribution to journalArticlepeer-review

65 Scopus citations

Abstract

We study and compare four algorithms for adaptive retrieval of slowly time-varying multiple cisoids in noise: the adaptive notch filter, the multiple frequency tracker, the adaptive estimation scheme, and the hyperstable adaptive line enhancer. The local behavior of the algorithms in a neighborhood of their equilibrium state [assuming high signal-to-noise ratio (SNR) and large data sample] for a two-cisoid signal is treated in a similar way to the linear filter approximation technique used for a singlecisoid case. Validity of the results is confirmed by computer simulations.

Original languageEnglish
Pages (from-to)1473-1484
Number of pages12
JournalIEEE Transactions on Signal Processing
Volume45
Issue number6
DOIs
StatePublished - 1997

Fingerprint

Dive into the research topics of 'Comparative study of four adaptive frequency trackers'. Together they form a unique fingerprint.

Cite this