Title :
Integrated Cubic Phase Function for Linear FM Signal Analysis
Author :
Pu Wang;Hongbin Li;Igor Djurovic;Braham Himed
Author_Institution :
Stevens Inst. of Technol., Hoboken, NJ, USA
Abstract :
In this paper, an integrated cubic phase function (ICPF) is introduced for the estimation and detection of linear frequency-modulated (LFM) signals. The ICPF extends the standard cubic phase function (CPF) to handle cases involving low signal-to-noise ratio (SNR) and multi-component LFM signals. The asymptotic mean squared error (MSE) of an ICPF-based estimator as well as the output SNR of an ICPF-based detector are derived in closed form and verified by computer simulation. Comparison with several existing approaches is also included, which shows that the ICPF serves as a good candidate for LFM signal analysis.
Keywords :
"Signal analysis","Maximum likelihood estimation","Frequency estimation","Chirp","Phase estimation","Signal to noise ratio","Radar","Parameter estimation","Time frequency analysis","Phase detection"
Journal_Title :
IEEE Transactions on Aerospace and Electronic Systems
DOI :
10.1109/TAES.2010.5545167