Efficient clustering for data centric wireless sensor networks

There are many routing algorithms proposed for the data transmission in wireless sensor network. This paper uses the scenario and nodes distribution as a data set. This Paper uses spectral clustering algorithms to send the data over different geographic region. This paper is essential to enable the cluster head based selection scheme used in battle field and the performance of proposed protocol compute intensive and can significantly benefit over the others scheme. Proposed scheme having better data gathering, stability period and lifetime than the LECH scheme. The proposed scheme is implemented and simulated in NS2.34.Simulation shows proposed protocol exhibits significant performance gains over the LEACH for lifetime of network and guaranteed data transmission.