DocumentCode
158255
Title
Adaptive filter design for generation of correlated random sequences
Author
Jalali, Shirin
Author_Institution
SARA Inc., Cypress, CA, USA
fYear
2014
fDate
1-8 March 2014
Firstpage
1
Lastpage
10
Abstract
Random sequences with specific statistical properties are essential for the study and simulation of various fields of science and engineering, in particular for advanced communication systems. As will be mentioned, different approaches have been investigated often with various model-based techniques that culminate in linear filters of finite or infinite impulse response models with determined filter parameters. Yet a general solution with computational efficiency and convenience seems to be in high demand. In this paper, we offer an adaptive method to achieve a transversal (Finite Impulse Response), which in addition to inherent stability has linear phase or equivalently constant group delay in cases that phase distortion in not acceptable.
Keywords
FIR filters; IIR filters; adaptive filters; correlation theory; random sequences; stability; statistical analysis; adaptive filter design; advanced communication systems; constant group delay; correlated random sequences generation; filter parameter determination; infinite impulse response model; linear filters; linear phase; model-based techniques; stability; statistical analysis; Computational efficiency; Equations; Random sequences;
fLanguage
English
Publisher
ieee
Conference_Titel
Aerospace Conference, 2014 IEEE
Conference_Location
Big Sky, MT
Print_ISBN
978-1-4799-5582-4
Type
conf
DOI
10.1109/AERO.2014.6836305
Filename
6836305
Link To Document