DocumentCode
3130501
Title
Estimation with a helper who knows the interference
Author
Chia, Yeow-Khiang ; Soundararajan, Rajiv ; Weissman, Tsachy
fYear
2012
fDate
1-6 July 2012
Firstpage
706
Lastpage
710
Abstract
We consider the problem of estimating a signal corrupted by independent interference in which the estimator (decoder) is aided by a helper (encoder) with a limited power budget that has knowledge of the interfering signal noncausally. In the Gaussian case, this problem is equivalent to the problem of Assisted Interference Suppression considered by Grover and Sahai and we obtain an improved lower bound for this problem using Verdú´s relationship between mismatched estimation and relative entropy. We also extend our analysis to consider the case when the signal to be estimated, in addition to the interference, is known to the helper. We establish a lower bound that improves on those recently derived by Huang and Narayanan.
Keywords
codecs; entropy codes; interference suppression; signal processing; Gaussian case; assisted interference suppression; corrupted signal estimation; decoder; encoder; estimator; helper; mismatched estimation; relative entropy; source channel coding problem; Decoding; Distortion measurement; Encoding; Entropy; Estimation; Interference;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on
Conference_Location
Cambridge, MA
ISSN
2157-8095
Print_ISBN
978-1-4673-2580-6
Electronic_ISBN
2157-8095
Type
conf
DOI
10.1109/ISIT.2012.6284435
Filename
6284435
Link To Document