DocumentCode :
316672
Title :
Fractional sampling rate conversion in the 3rd order cumulant domain and applications
Author :
Delopoulos, Anastasios ; Rangoussi, Maria ; Kalogeras, Demetrios
Author_Institution :
Div. of Comput. Sci., Nat. Tech. Univ. of Athens, Greece
Volume :
1
fYear :
1997
fDate :
2-4 Jul 1997
Firstpage :
157
Abstract :
In a variety of problems a random process is observed at different resolutions while knowledge of the corresponding scale conversion ratio usually contains useful information related to problem-specific quantities. A method is proposed which exploits cumulant domain relations of such signals in order to yield fractional estimates of the unknown conversion ratio. The noise insensitivity and shift invariance property of the cumulants offers advantages to the proposed method over signal domain alternatives. These advantages are discussed in two classes of practical problems involving 1-D and 2-D scale converted signals
Keywords :
Doppler shift; higher order statistics; parameter estimation; random processes; signal resolution; signal sampling; 1D scale converted signals; 2D scale converted signals; 3rd order cumulant domain; Doppler shift; cumulant domain relations; fractional estimates; fractional sampling rate conversion; higher order statistics; noise insensitivity; random process; resolution conversion ratio; scale conversion ratio; shift invariance property; signal domain; velocity estimation; Application software; Computer science; Detectors; Image converters; Narrowband; Sampling methods; Signal processing; Signal resolution; Signal sampling; Statistics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Digital Signal Processing Proceedings, 1997. DSP 97., 1997 13th International Conference on
Conference_Location :
Santorini
Print_ISBN :
0-7803-4137-6
Type :
conf
DOI :
10.1109/ICDSP.1997.628001
Filename :
628001
Link To Document :
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