Pricing mechanisms for cooperative state estimation

E. V. Belmega, Lalitha Sankar, H. V. Poor, M. Debbah

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

The conflict between cooperation in distributed state estimation and the resulting leakage of private state information (competitive privacy) is studied for an interconnected two regional transmission organizations (RTOs) model of the grid. Using an information theoretic rate-distortion-leakage (RDL) tradeoff model, each RTO communicates at a rate chosen to optimize an objective function that is dependent on two opposing quantities: a rate-distortion based pricing function that encourages cooperation, and a leakage function that impedes it. It is shown that strictly non-zero pricing incentives are required to achieve non-trivial target distortions.

Original languageEnglish (US)
Title of host publication5th International Symposium on Communications Control and Signal Processing, ISCCSP 2012
DOIs
StatePublished - 2012
Externally publishedYes
Event5th International Symposium on Communications Control and Signal Processing, ISCCSP 2012 - Rome, Italy
Duration: May 2 2012May 4 2012

Other

Other5th International Symposium on Communications Control and Signal Processing, ISCCSP 2012
CountryItaly
CityRome
Period5/2/125/4/12

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State estimation
Costs

Keywords

  • Competitive privacy
  • distributed state estimation
  • pricing mechanisms
  • rate-distortion-leakage tradeoff

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Signal Processing

Cite this

Belmega, E. V., Sankar, L., Poor, H. V., & Debbah, M. (2012). Pricing mechanisms for cooperative state estimation. In 5th International Symposium on Communications Control and Signal Processing, ISCCSP 2012 [6217856] https://doi.org/10.1109/ISCCSP.2012.6217856

Pricing mechanisms for cooperative state estimation. / Belmega, E. V.; Sankar, Lalitha; Poor, H. V.; Debbah, M.

5th International Symposium on Communications Control and Signal Processing, ISCCSP 2012. 2012. 6217856.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Belmega, EV, Sankar, L, Poor, HV & Debbah, M 2012, Pricing mechanisms for cooperative state estimation. in 5th International Symposium on Communications Control and Signal Processing, ISCCSP 2012., 6217856, 5th International Symposium on Communications Control and Signal Processing, ISCCSP 2012, Rome, Italy, 5/2/12. https://doi.org/10.1109/ISCCSP.2012.6217856
Belmega EV, Sankar L, Poor HV, Debbah M. Pricing mechanisms for cooperative state estimation. In 5th International Symposium on Communications Control and Signal Processing, ISCCSP 2012. 2012. 6217856 https://doi.org/10.1109/ISCCSP.2012.6217856
Belmega, E. V. ; Sankar, Lalitha ; Poor, H. V. ; Debbah, M. / Pricing mechanisms for cooperative state estimation. 5th International Symposium on Communications Control and Signal Processing, ISCCSP 2012. 2012.
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