Energy-efficient routing in wireless sensor networks: a meta-heuristic and artificial intelligence-based approach: a comprehensive review

R Priyadarshi - Archives of Computational Methods in Engineering, 2024 - Springer
Abstract Artificial Intelligence (AI) realizes Wireless Sensor Networks (WSNs) as a dynamic
environment of battery-powered sensor nodes. These nodes are carefully built to monitor …

Deep learning challenges and prospects in wireless sensor network deployment

Y Qiu, L Ma, R Priyadarshi - Archives of Computational Methods in …, 2024 - Springer
This paper explores the transformative integration of deep learning applications in the
deployment of Wireless Sensor Networks (WSNs). As WSNs continue to play a pivotal role in …

ETERS: A comprehensive energy aware trust-based efficient routing scheme for adversarial WSNs

T Khan, K Singh, MH Hasan, K Ahmad… - Future Generation …, 2021 - Elsevier
Trust-based secure routing schemes are more effective than cryptographic routing protocols
to convey energy-efficient data in WSNs since cryptographic protocols require high …

An automated lightweight encryption scheme for secure and energy-efficient communication in wireless sensor networks

OA Khashan, R Ahmad, NM Khafajah - Ad Hoc Networks, 2021 - Elsevier
In wireless sensor networks (WSNs), security, efficiency, and energy consumption are still
major challenges due to its open, large-scale, and resource-constrained nature. The …

TEEECH: three-tier extended energy efficient clustering hierarchy protocol for heterogeneous wireless sensor network

N Kumar, P Rani, V Kumar, PK Verma… - Expert Systems with …, 2023 - Elsevier
The energy efficiency in wireless sensor networks (WSNs) is a significant challenge. A
clustering-based approach is an energy-saving approach in WSN. The practical clustering …

Particle swarm optimization-based energy efficient clustering protocol in wireless sensor network

P Rawat, S Chauhan - Neural Computing and applications, 2021 - Springer
The nodes in the wireless sensor network are furnished with restricted and irreplaceable
battery power. The continuous sensing, computation, and communication drain out the …

A novel coverage optimization strategy for heterogeneous wireless sensor networks based on connectivity and reliability

L Cao, Y Yue, Y Cai, Y Zhang - IEEE Access, 2021 - ieeexplore.ieee.org
To overcome the problems of coverage blind areas and coverage redundancy when sensor
nodes are deployed randomly in heterogeneous wireless sensor networks (HWSNs). An …

Exploring machine learning solutions for overcoming challenges in IoT-based wireless sensor network routing: a comprehensive review

R Priyadarshi - Wireless Networks, 2024 - Springer
An industry-wide paradigm change has been sparked by the growth of Internet of Things
(IoT)-based Wireless Sensor Networks (WSNs), which has made reliable and effective …

Three level heterogeneous clustering protocol for wireless sensor network

R Priyadarshi, P Rawat, V Nath, B Acharya… - Microsystem …, 2020 - Springer
The restricted battery of the sensors has always been a bottleneck for the WSNs. To
withstand the network life for a elongated period, the network can be partitioned into …

Wireless sensor networks deployment: a result oriented analysis

R Priyadarshi, B Gupta, A Anurag - Wireless Personal Communications, 2020 - Springer
Wireless sensor networks (WSNs) have been the recent development in network computing
and connectivity. The primary function of WSN is data extraction and transmit the collected …