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 …

A comprehensive review on optimal cluster head selection in WSN-IOT

R Ramya, T Brindha - Advances in Engineering Software, 2022 - Elsevier
Abstract Nowadays, Wireless Sensor Network (WSN) based Internet of Things (IoT) is a
highly developed field that shows a promising area for research because they are …

[HTML][HTML] An improved IDAF-FIT clustering based ASLPP-RR routing with secure data aggregation in wireless sensor network

MV Babu, JA Alzubi, R Sekaran, R Patan… - Mobile Networks and …, 2021 - Springer
Abstract In recent years, Wireless Sensor Network (WSN) became a key technology for
monitoring and tracking applications in a wide application range. Still, an energy-efficient …

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 …

An energy-efficient cluster head selection scheme for energy-harvesting wireless sensor networks

Q Ren, G Yao - Sensors, 2019 - mdpi.com
Concerning the large amount of energy consumption during the cluster head selection stage
and the unequal harvested energy among nodes in energy-harvesting wireless sensor …

[HTML][HTML] 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 …

[HTML][HTML] 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 …

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 …

[HTML][HTML] Energy dependent cluster formation in heterogeneous wireless sensor network

R Priyadarshi, P Rawat, V Nath - Microsystem Technologies, 2019 - Springer
Abstract The applications of Wireless Sensor Network is increasing rapidly in almost every
domain. So, the limited node's battery life in the network should be utilized efficiently …

[HTML][HTML] A novel heterogeneous clustering protocol for lifetime maximization of wireless sensor network

P Rawat, S Chauhan, R Priyadarshi - Wireless Personal Communications, 2021 - Springer
The network lifetime of Wireless Sensor Network (WSN) is one of the most challenging
issues for any network protocol. The nodes in the network are densely deployed and are …