• KSII Transactions on Internet and Information Systems
    Monthly Online Journal (eISSN: 1976-7277)

Compressed Sensing-Based Multi-Layer Data Communication in Smart Grid Systems

Vol. 7, No.9, September 30, 2013
10.3837/tiis.2013.09.008, Download Paper (Free):

Abstract

Compressed sensing is a novel technology used in the field of wireless communication and sensor networks for channel estimation, signal detection, data gathering, network monitoring, and other applications. It plays a significant role in highly secure, real-time, well organized, and cost-effective data communication in smart-grid (SG) systems, which consist of multi-tier network standards that make it challenging to synchronize in power management communication. In this paper, we present a multi-layer communication model for SG systems and propose compressed-sensing based data transmission at every layer of the SG system to improve data transmission performance. Our approach is to utilize the compressed-sensing procedure at every layer in a controlled manner. Simulation results demonstrate that the proposed monitoring devices need less transmission power than conventional systems. Additionally, secure, reliable, and real-time data transmission is possible with the compressed-sensing technique.


Statistics

Show / Hide Statistics

Statistics (Cumulative Counts from December 1st, 2015)
Multiple requests among the same browser session are counted as one view.
If you mouse over a chart, the values of data points will be shown.


Cite this article

[IEEE Style]
Md. Tahidul Islam and Insoo Koo, "Compressed Sensing-Based Multi-Layer Data Communication in Smart Grid Systems," KSII Transactions on Internet and Information Systems, vol. 7, no. 9, pp. 2213-2231, 2013. DOI: 10.3837/tiis.2013.09.008

[ACM Style]
Islam, M. T. and Koo, I. 2013. Compressed Sensing-Based Multi-Layer Data Communication in Smart Grid Systems. KSII Transactions on Internet and Information Systems, 7, 9, (2013), 2213-2231. DOI: 10.3837/tiis.2013.09.008