Use of K-means clustering for spectrum efficiency in complex networks

Abstract

In this work the problem of spectrum efficiency in wireless networks over aeronautical channels is studied and a solution by combining direct communications (LOS) and cooperative networking is proposed. In aeronautical communications due to large scale communication paths and sudden changes in the channel topology, extra measures needs to be taken to accommodate reliable and continuous communication for the flying articles. High ground speed of the mobile nodes is also another factor which needs to be accounted for in the network design. The proposed network management technique is dynamic in all senses and ensures connectivity at any given time.