DocumentCode
2257486
Title
A class of iterative signal restoration algorithms
Author
Noonan, Joseph P. ; Natarajan, Prcmkumar ; Achour, Baaziz
Author_Institution
Dept. of Electr. Eng. & Comput. Sci., Tufts Univ., Medford, MA, USA
fYear
1995
fDate
17-22 Sep 1995
Firstpage
115
Abstract
Iterative methods have of late enjoyed increasing popularity in signal restoration problems. Inherent mathematical difficulties have led researchers to propose ad hoc solutions in many instances. The question of optimality of such solutions is an open one. This paper concerns this question for a class of iterative methods of signal restoration and offers a criterion for optimality based on information theory
Keywords
information theory; iterative methods; optimisation; signal restoration; information theory; iterative signal restoration algorithms; mapping function; mathematical difficulties; optimality; Acoustic noise; Distortion; Image restoration; Iterative algorithms; Iterative methods; Mutual information; Robustness; Signal processing; Signal processing algorithms; Signal restoration;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory, 1995. Proceedings., 1995 IEEE International Symposium on
Conference_Location
Whistler, BC
Print_ISBN
0-7803-2453-6
Type
conf
DOI
10.1109/ISIT.1995.531319
Filename
531319
Link To Document