Title :
Simultaneous detection and parameter estimation of multiple linear chirps
Author :
Dhanoa, Jasdeep S. ; Hughes, Evan J. ; Ormondroyd, Richard F.
Author_Institution :
Dept. of Aerosp. Power & Sensors, R. Mil. Coll. of Sci., Shrivenham, UK
Abstract :
The paper describes a new method for the simultaneous detection and parametric estimation of multiple chirped waveforms using a method based on evolutionary algorithms. Unlike traditional time-frequency analyzers, which provide a distribution of the signal spectrum over a period of time, but do not inherently provide chirp parameters, this new method detects and provides as an output the start and stop frequencies of each chirp, its starting phase and amplitude. The new method is capable of detecting and characterizing multiple chirps which may be overlapping (in time and frequency) and in the presence of significant noise.
Keywords :
Wigner distribution; amplitude estimation; chirp modulation; evolutionary computation; frequency estimation; optimisation; phase estimation; signal detection; time-frequency analysis; Wigner distribution; chirp amplitude; chirp start frequency; chirp starting phase; chirp stop frequency; evolutionary algorithms; multiple chirp detection; optimization procedures; parameter estimation; signal processing; signal spectrum; spectral analysis; time-frequency analysis; Chirp; Evolutionary computation; Frequency estimation; Parameter estimation; Phase detection; Phase frequency detector; Radar detection; Sensor phenomena and characterization; Signal resolution; Time frequency analysis;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1201635