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 …

[HTML][HTML] An improved energy-efficient routing protocol for wireless sensor networks

Y Liu, Q Wu, T Zhao, Y Tie, F Bai, M Jin - Sensors, 2019 - mdpi.com
Cluster-based hierarchical routing protocols play an essential role in decreasing the energy
consumption of wireless sensor networks (WSNs). A low-energy adaptive clustering …

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 …

Machine learning optimization techniques: a Survey, classification, challenges, and Future Research Issues

K Bian, R Priyadarshi - Archives of Computational Methods in Engineering, 2024 - Springer
Optimization approaches in machine learning (ML) are essential for training models to
obtain high performance across numerous domains. The article provides a comprehensive …

An intelligent coverage optimization and link-stability routing for energy efficient wireless sensor network

S Juneja, K Kaur, H Singh - Wireless Networks, 2022 - Springer
In wireless sensor networks (WSNs), coverage is a significant indicator of the quality of
service. However, full coverage is not feasible to achieve due to coverage holes (CH) in the …

Techniques employed in distributed cognitive radio networks: a survey on routing intelligence

R Priyadarshi, RR Kumar, Z Ying - Multimedia Tools and Applications, 2024 - Springer
In order to meet the growing needs for wireless communication in dynamic and diverse
circumstances, Cognitive Radio Networks (CRNs) have evolved as a transformational …

Utilization of smartphone-based wireless sensors in agricultural science: a state of art

R Priyadarshi, P Bhardwaj, P Gupta, V Nath - … Systems, Machine Learning …, 2022 - Springer
Smartphones have become an vital contraption in agribusiness when you consider that their
movability arrange with developing, the price of the tool is relatively on hand, and their …

An energy-efficient LEACH routing protocol for wireless sensor networks

R Priyadarshi, RR Kumar - … of the Fourth International Conference on …, 2021 - Springer
Sensor network is one of the leading exploration fields recently that may be used in almost
every field. The outdated LEACH routing protocol is still reflected for the various research …

A new clustering‐based optimised energy approach for fog‐enabled IoT networks

SE Essalhi, M Raiss El Fenni, H Chafnaji - IET Networks, 2023 - Wiley Online Library
Abstract The Internet of Things (IoT) has induced many advances in the modern world, thus
always arousing great interest from the scientific community. Due to a large number of …