• 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