Open Access
ARTICLE
Hybrid Soft Computing Technique Based Trust Evaluation Protocol for Wireless Sensor Networks
Supreet Kaur*, Vijay Kumar Joshi
Department of Computer Science and Engineering, IKG Punjab Technical University, Jalandhar, Punjab, India
* Corresponding Author: Supreet Kaur,
Intelligent Automation & Soft Computing 2020, 26(2), 217-226. https://doi.org/10.31209/2018.100000064
Abstract
Wireless sensor networks (WSNs) are susceptible to safety threats due to
cumulative dependence upon transmission, computing, and control
mechanisms. Therefore, securing the end-to-end communication becomes a
major area of research in WSNs. A majority of existing protocols are based
upon signature and recommended-based trust evaluation techniques only.
However, these techniques are vulnerable to wormhole attacks that happen due
to lesser synchronization between the sensor nodes. Therefore, to handle this
problem, a novel hybrid crossover-based ant colony optimization-based routing
protocol is proposed. An integrated modified signature and recommendationbased trust evaluation protocol for WSNs is presented. Extensive experiments
reveal that the proposed technique outperforms existing protocols in terms of
network lifetime, bandwidth, and execution time.
Keywords
Cite This Article
S. Kaur and V. K. Joshi, "Hybrid soft computing technique based trust evaluation protocol for wireless sensor networks,"
Intelligent Automation & Soft Computing, vol. 26, no.2, pp. 217–226, 2020. https://doi.org/10.31209/2018.100000064