Title :
The Linear Canonical Transform and Its Application to Time-Frequency Signal Analysis
Author :
Xiang, Qiang ; Qin, Kai-Yu
Author_Institution :
Coll. of Autom., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
The linear canonical transform (LCT), which is a generalization of the classical Fourier transform and fractional Fourier transform (FRFT), is an important time-frequency analysis tool. It can analyze the signal in between the time and frequency domains. In this paper, we first introduce the LCT and a number of its properties and then discuss the LCT´s relationships with time-frequency representations (TFR´s) such as the Wigner distribution, the ambiguity function, and other quadratic TFR´s. These relationships have a very simple and natural form and show that the LCT performs a homogeneous linear mapping in the time-frequency plane.Finally, an example of the application about the LCT to time-frequency signal filtering is given.
Keywords :
Fourier transforms; Wigner distribution; signal processing; time-frequency analysis; Wigner distribution; ambiguity function; fractional Fourier transform; homogeneous linear mapping; linear canonical transform; quadratic TFR; time-frequency representation; time-frequency signal analysis; Educational institutions; Filtering; Fourier transforms; Frequency domain analysis; Kernel; Nonlinear filters; Signal analysis; Signal processing; Space technology; Time frequency analysis;
Conference_Titel :
Information Engineering and Computer Science, 2009. ICIECS 2009. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4994-1
DOI :
10.1109/ICIECS.2009.5365117