Tehnički vjesnik, Vol. 30 No. 4, 2023.
Izvorni znanstveni članak
https://doi.org/10.17559/TV-20230201000306
Hybrid Sine-Cosine Black Widow Spider Optimization based Route Selection Protocol for Multihop Communication in IoT Assisted WSN
S. Balakrishnan
; Vivekanandha College of Engineering for Women, Tiruchengode, India
K. Vinoth Kumar
orcid.org/0000-0002-8920-4936
; Department of Electronics & Communication Engineering, SSM Institute of Engineering and Technology , Dindigul, Tamil Nadu, India
Sažetak
In the modern era, Internet of Things (IoT) has been a popular research topic and it focuses on interconnecting numerous sensor-based devices primarily for tracking applications and collecting data. Wireless Sensor Networks (WSN) becomes a significant element in IoT platforms since its inception and turns out to be the most ideal platform for deploying various smart city application zones namely disaster management, home automation, intelligent transportation, smart buildings, and other IoT-enabled applications. Clustering techniques were commonly used energy-efficient methods with the main purpose that is to balance the energy between Sensor Nodes (SN). Routing and clustering are Non-Polynomial (NP) hard issues where bio-inspired approaches were used for a known time to solve these issues. This study introduces a Hybrid Sine-Cosine Black Widow Spider Optimization based Route Selection Protocol (HSBWSO-RSP) for Mulithop Communication in IoT assisted WSN. The presented HSBWSO-RSP technique aims to properly determine the routes to destination for multihop communication. Moreover, the HSBWSO-RSP approach enables the integration of variance perturbation mechanism into the traditional BWSO algorithm. Furthermore, the selection of routes takes place by a fitness function comprising Residual Energy (RE) and distance (DIST). The experimental result analysis of the HSBWSO-RSP technique is tested using a series of experimentations and the results are studied under different measures. The proposed methodology achieves 100% packet delivery ratio, no packet loss and 2.33 secs end to end delay. The comparison study revealed the betterment of the HSBWSO-RSP technique over existing routing techniques.
Ključne riječi
fitness function; Internet of Things; metaheuristics; route selection; sine cosine algorithm; wireless sensor networks
Hrčak ID:
305461
URI
Datum izdavanja:
28.6.2023.
Posjeta: 370 *