Title :
Instantaneous Frequency estimation of multicomponent signal based on complex argument distribution
Author :
Liu, Yong-Xiang ; Kou, Peng ; Li, Xiang ; Zhuang, Zhao-Wen
Author_Institution :
Sch. of Electron. Sci. & Eng., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
Instantaneous Frequency estimation of multicomponent signal with nonlinear frequency modulation is a challenging problem in time frequency analysis community. A new time frequency distribution named complex argument distribution is introduced to resolve this problem due to its capabilities of high concentration and low cross-term artifacts. A instantaneous frequency estimation algorithm based on this new distribution and Viterbi estimator is proposed in the paper. Experiments result show the performance of estimation algorithm with simulated data and radar data.
Keywords :
frequency estimation; frequency modulation; maximum likelihood estimation; signal processing; Viterbi estimator; complex argument distribution; instantaneous frequency estimation; multicomponent signal; nonlinear frequency modulation; Algorithm design and analysis; Design automation; Estimation; Frequency estimation; Frequency modulation; Radar; Time frequency analysis; instantaneous frequency; multicomponent; nonlinear frequency modulation; time frequency distribution;
Conference_Titel :
Signal Processing (ICSP), 2010 IEEE 10th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-5897-4
DOI :
10.1109/ICOSP.2010.5655083