Title :
Communication Capacity Requirement for Reliable and Secure State Estimation in Smart Grid
Author :
Li, Husheng ; Lai, Lifeng ; Qiu, Robert C.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. of Tennessee, Knoxville, TN, USA
Abstract :
Secure system state estimation is an important issue in smart grid to assure the reliability and security. In this paper, the case of a single observation station and Gaussian noise communication channel with an eavesdropper is considered. The channel capacity requirement is studied from the information theoretic perspective. The smart grid is modeled as a linear dynamic system. Then, the channel capacity requirement is studied for the state estimation of general linear dynamic systems and then applied in the system state estimation in smart grid. Numerical simulations are used to evaluate the capacity requirement in typical configurations of smart grid.
Keywords :
Gaussian channels; Gaussian noise; carrier transmission on power lines; channel capacity; power grids; power system reliability; power system security; power system state estimation; Gaussian noise communication channel; channel capacity requirement; communication capacity requirement; general linear dynamic systems; information theoretic perspective; observation station; secure system state estimation; smart grid; Channel capacity; Entropy; Power system dynamics; Power system reliability; Security; Smart grids; State estimation;
Conference_Titel :
Smart Grid Communications (SmartGridComm), 2010 First IEEE International Conference on
Conference_Location :
Gaithersburg, MD
Print_ISBN :
978-1-4244-6510-1
DOI :
10.1109/SMARTGRID.2010.5622042