Friday, July 13, 2018

The paper "An Intelligent and Knowledge-based Overlapping Clustering Protocol for Wireless Sensor Networks"

The paper "An Intelligent and Knowledge-based Overlapping Clustering Protocol for Wireless Sensor Networks" was published by Wiley Online Library in International Journal of Communication Systems on July 10, 2018. It proposes an intelligent and knowledge‐based overlapping clustering protocol for wireless sensor networks, called IKOCP. This protocol uses some of the intelligent and knowledge‐based systems to construct a robust overlapping strategy for sensor networks. The overall network is partitioned to several regions by a proposed multicriteria decision‐making controller to monitor both small‐scale and large‐scale areas. Each region is managed by a sink, where the whole network is managed by a base station. The sensor nodes are categorized by various clusters using the low‐energy adaptive clustering hierarchy (LEACH)‐improved protocol in a way that the value of p is defined by a proposed support vector machine–based mechanism. A proposed fuzzy system determines that noncluster heads associate with several clusters in order to manage overlapping conditions over the network. Cluster heads are changed into clusters in a period by a suggested utility function. Since network lifetime should be prolonged and network traffic should be alleviated, a data aggregation mechanism is proposed to transmit only crucial data packets from cluster heads to sinks. Cluster heads apply a weighted criteria matrix to perform an inner‐cluster routing for transmitting data packets to sinks. Simulation results demonstrate that the proposed protocol surpasses the existing methods in terms of the number of alive nodes, network lifetime, average time to recover, dead time of first node, and dead time of last node.

You can find more information about this paper via the link.

Saturday, July 7, 2018

Certificate of the IEEE Continuing Education on June 21, 2018

My IEEE Continuing Education Certificate entitled, "How Radar and Wireless Systems Coexist: An Analysis From Spectrum Sharing to New Regulations" on June 21, 2018 was released by IEEE Educational Activities.

You can see more information about this certificate via the link.


Certificate of the IEEE Continuing Education on June 20, 2018

My IEEE Continuing Education Certificate entitled, "Deploying Resilient Network Architectures for the IIoT" on June 20, 2018 was released by IEEE Educational Activities.

You can see more information about this certificate via the link.