Fuzzy based Data Fusion for Energy Efficient Internet of Things

Abstract

Internet of Things will serve communities across the different domains of life. The resource of embedded devices and objects working under IoT implementation are constrained in wireless networks. Thus, building a scheme to make full use of energy is key issue for such networks. To achieve energy efficiency, an effective Fuzzy-based network data Fusion Light Weight Protocol (FLWP) is proposed in this article. The innovations of FLWP are as follows: 1) the simulated network's data fusion through fuzzy controller and optimize the energy efficiency of smart tech layer of internet of things (Energy IoT); 2) The optimized reactive route is dynamically adjusted based on fuzzy based prediction accurately from the number of routes provided by base protocol. If the selection accuracy is high, the performance enhances the network quality; 3) FLWP takes full advantage of energy to further enhance target tracking performance by properly selecting reactive routes in the network. Authors evaluated the efficiency of FLWP with simulation-based experiments. FLWP scheme improves the energy efficiency.

A roadmap towards energy‐efficient data fusion methods in the Internet of Things

“…Also, to achieve energy efficiency in the IoT environment, an effective fuzzy‐based network data fusion lightweight protocol has been proposed by Agarwal et al 70 The protocol is based on a modified version of the AODV protocol (AOMDV). During the discovery phase of the AOMDV protocol, multiple paths are discovered and the path‐list is buffered at the node.…”

Energy and Delay Aware Data Aggregation in Routing Protocol for Internet of Things

“…Madan Mohan Agarwal et al [25] proposed a fuzzy-based data fusion technique for IoT (FLWP). FLWP is proposed to maximize the lifespan of the network.…”

“…It achieves not able performance by means of reliability and by avoiding the packet retransmission. However, C-RPL packet loss occurs, as it takes more time to select the cluster parent.Madan Mohan Agarwal et al [25] proposed a fuzzy-based data fusion technique for IoT (FLWP). FLWP is proposed to maximize the lifespan of the network.…”