Title :
Frequency tracking by MAP demodulation and by linear prediction techniques
Author :
Tufts, D.W. ; Rao, R.M.
Author_Institution :
University of Rhode Island, Kingston, RI
Abstract :
Maximum posterior probability (MAP) demodulation with delay of an FM signal in the presence of noise is realized and compared with a) Griffiths´ linear prediction method, b) a complex-valued version of Griffiths´ method, c) three new modifications of Griffiths´ method which can improve the performance of this method, and d) maximum-likelihood (ML) frequency estimation. These first quantitative results on MAP demodulation with delay show an advantage of a few db in output SNR at high input CNR and much larger advantages at low input CNR, relative to the other techniques.
Keywords :
Demodulation; Discrete Fourier transforms; Equations; Frequency estimation; Frequency measurement; Frequency modulation; Maximum likelihood estimation; Noise measurement; Power measurement; Sampling methods;
Journal_Title :
Proceedings of the IEEE
DOI :
10.1109/PROC.1977.10683