Title :
Band-limited signal concentration in time-frequency
Author :
Wei, Liying ; Kennedy, Rodney A. ; Lamahewa, Tharaka A.
Author_Institution :
Coll. of Eng. & Comput. Sci., Australian Nat. Univ., Canberra, ACT, Australia
Abstract :
This paper studies signal concentration in time-frequency using the general constrained variational method of Franks. We apply this method to formulate the minimum fourth-moment time-duration measure in the time interval [-T/2, T/2] for band-limited signals. An orthonormal basis of band-limited functions with the minimum fourth-moment time-duration measure is obtained. Comparing our optimal band-limited signals with Gabor´s function with the minimum second-moment time-duration measure, simulation results show that our function has better properties: 1) faster decaying rate; 2) larger main lobe; and 3) higher energy concentration measure.
Keywords :
bandlimited signals; time-frequency analysis; variational techniques; Frank constrained variational method; Gabor function; band-limited orthonormal basis function; faster decaying rate; higher energy concentration measure; larger main lobe; minimum fourth-moment time-duration measure; minimum second-moment time-duration measure; optimal band-limited signal concentration; time interval; time-frequency analysis; Brain modeling; Computer science; Educational institutions; Energy measurement; Fourier transforms; Frequency domain analysis; Signal design; Time frequency analysis; Time measurement; Wave functions;
Conference_Titel :
Signal Processing and Communication Systems, 2009. ICSPCS 2009. 3rd International Conference on
Conference_Location :
Omaha, NE
Print_ISBN :
978-1-4244-4473-1
Electronic_ISBN :
978-1-4244-4474-8
DOI :
10.1109/ICSPCS.2009.5306397