Abstract
Internet of Things (IoT) offers interconnection among several wireless communication devices for the provision of device accessibility and in-built capacity. IoT provides device interaction and provision of advantages capability for networking and socialization with consideration of intermediate devices. Through innovation in technology IoT devices convert cyber environments with hyper-connectivity. IoT communication contains several smart devices such as body sensors, smartphones, tags, electronic gadgets, and so on. IoT communication is involved in the provision of heterogeneous connectivity among devices for the provision of interface and connectivity for enhancing service quality. The data sending among IoT devices is affected by several threats that have an impact on the network’s performance. To overcome the limitation related to IoT communication, it is necessary to develop an appropriate technique for enhancing IoT network communication performance. In this research developed a multi-channel routing approach is adopted in IoT communication. The developed approach utilizes a meta-heuristics approach with probability-based characteristics. For the meta-heuristics approach this research utilizes whale optimization technique combined with probability characteristics for improving the IoT communication performance of the network. The proposed approach utilizes initially constructs the IoT communication path for information sharing and gathering. This path information is identified through the objective function of a meta-heuristic approach. Based on the objective function hoping between the devices is minimized through which data are transmitted in the network. Simulation is performed as a unique proposed approach with a coverage area of 100 meters. For identification of the optimal path in the network, WOA identifies the path of communication through probability function. Comparative analysis of research exhibited that WOA provides significant performance with the identification of optimal value at the range of 1.0746e-78. Further, the proposed probability-based WOA approach significantly improves the performance of the IoT network.
Highlights
The Internet of Things (IoT) provides interconnection of variant wireless communication devices which offers ubiquitous accessibility of devices and in-built intelligence capacity
This research offered an effective multi-channel routing technique for increasing the performance of the IoT communication system utilizing a heuristic approach to tackle the obstacles associated with IoT communication
The following is how the current chapter is structured: The first segment discussed the development of the IoT network and followed by communication established in IoT communication
Summary
The Internet of Things (IoT) provides interconnection of variant wireless communication devices which offers ubiquitous accessibility of devices and in-built intelligence capacity. Emerging innovation in IoT devices transforms the lives in the cyber-physical-social environment through hyperconnectivity [1]. Devices such as smart tags, body sensors, embedded objects, smartphones, bio-Nano-things, and conventional electronic gadgets. IoT provides heterogeneous communication among devices to perform a specific task through collaboration and socialize approach. Due to an emerging interest in the IoT research domain mobility management protocols are arisen to withstand the present environment. The nodes of IoT devices are a growing area of interest domain and it leads to the development of routing management protocol has attracted the attention of researchers. The devices in IoT are moving within the infrastructure or outside the infrastructure [3]
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