Title :
IF estimation of FM signals based on time-frequency image
Author :
Haijian Zhang ; Guoan Bi ; Wen Yang ; Razul, Sirajudeen Gulam ; See, Chong Meng Samson
Author_Institution :
Wuhan Univ., Wuhan, China
Abstract :
This paper addresses the problem of estimating the instantaneous frequency (IF) of multicomponent radar signals, which are assumed to be frequency-modulated (FM). The difficulties lie in that different FM components which overlap in time-frequency (TF) domain have different time-supports, and their spectral contents may present continuous and stepped IF laws. We propose an IF estimation algorithm by exploiting the combination of TF distributions (TFDs) and image processing techniques. Numerical results are provided to demonstrate desirable capabilities of the proposed algorithm.
Keywords :
frequency estimation; frequency modulation; radar signal processing; time-frequency analysis; FM components; IF estimation algorithm; TF distributions; TFD; continuous IF laws; frequency-modulated; image processing techniques; instantaneous frequency; multicomponent radar signals; spectral contents; stepped IF laws; time-frequency domain; time-supports; Estimation; Frequency modulation; Radar; Signal to noise ratio; Time-frequency analysis; Vectors;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2014.130554