DocumentCode
336230
Title
Optimal phase parameter estimation of random amplitude linear FM signals using cyclic moments
Author
Morelande, Mark
Author_Institution
Commun. & Inf. Process. Group, Queensland Univ. of Technol., Brisbane, Qld., Australia
Volume
3
fYear
1999
fDate
15-19 Mar 1999
Firstpage
1557
Abstract
This paper considers the problem of estimating the phase parameters of a linear FM signal which is modulated by a random process and is embedded in additive noise. In particular, we consider the use of cyclic moments and derive variance expressions for the phase parameter estimates for all values of the lag parameter of the second order cyclic moment, τ. It is seen that the accuracy of the phase parameter estimates depends greatly on τ. This allows the definition of an optimal value of τ, in the sense that it minimises the phase parameter estimation variance
Keywords
Gaussian noise; frequency modulation; optimisation; phase estimation; random processes; signal processing; statistical analysis; accuracy; additive Gaussian noise; frequency modulation; lag parameter; optimal phase parameter estimation; random amplitude linear FM signals; random process; second order cyclic moment; statistical analysis; variance minimisation; Additive noise; Amplitude estimation; Frequency modulation; Parameter estimation; Phase estimation; Polynomials; Radar; Random processes; Signal processing; Sonar;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
Conference_Location
Phoenix, AZ
ISSN
1520-6149
Print_ISBN
0-7803-5041-3
Type
conf
DOI
10.1109/ICASSP.1999.756283
Filename
756283
Link To Document