Frequency tracking by MAP demodulation and by linear prediction techniques
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.
- Publication:
-
IEEE Proceedings
- Pub Date:
- August 1977
- Bibcode:
- 1977IEEEP..65.1220T
- Keywords:
-
- Communication Theory;
- Demodulation;
- Frequency Modulation;
- Linear Prediction;
- Maximum Likelihood Estimates;
- Tracking Filters;
- Frequency Measurement;
- Linear Prediction;
- Performance Prediction;
- Probability Theory;
- Signal Detection;
- Signal To Noise Ratios;
- Time Lag;
- Communications and Radar