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 …

SecDL: QoS-aware secure deep learning approach for dynamic cluster-based routing in WSN assisted IoT

S Sujanthi, S Nithya Kalyani - Wireless Personal Communications, 2020 - Springer
In WSN-assisted IoT, energy efficiency and security which play pivotal role in Quality of
Service (QoS) are still challenging due to its open and resource constrained nature …

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 …

Security and Privacy in Machine Learning for IoHT and IoMT: A Review

R Priyadarshi, M Gheisari - 2024 - preprints.org
The emergence of Internet of Things (IoT) devices is revolutionizing healthcare. This
dynamic healthcare environment relies on Internet of Healthcare Things (IoHT) and Internet …

Performance analysis of adapted selection based protocol over LEACH protocol

R Priyadarshi, S Yadav, D Bilyan - Smart Computational Strategies …, 2019 - Springer
In wireless sensor network, sensor nodes nearer to sink will drain their energy rapidly in
comparison to the sensor nodes that are far-flung from the sink. This is because they will …

Performance and comparison analysis of MIEEP routing protocol over adapted LEACH protocol

R Priyadarshi, S Yadav, D Bilyan - Smart Computational Strategies …, 2019 - Springer
Technical innovations in wireless sensor provided a way to the expansion of low-power and
low-cost tiny sensor nodes with multiple functions. Routing problems in sensor networks …

Performance analysis of RNC clustering protocol in wireless sensor network

P Rawat, S Chauhan - International Journal of Sensors …, 2020 - ingentaconnect.com
Background and Objective: The functionalities of Wireless Sensor Networks (WSN) are
growing in various areas, so to handle the energy consumption of the network in an efficient …

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 novel deployment scheme to enhance the coverage in wireless sensor network

VA Sateesh, A Kumar, R Priyadarshi, V Nath - Proceedings of the Fourth …, 2021 - Springer
The efficiency of any sensor network is heavily depending on the coverage delivered by the
deployed sensors. Wireless sensor network (WSN) represents the gathering of certain …

Performance analysis of novel energy aware routing in wireless sensor network

S Kumar, SK Soni, Randheer, R Priyadarshi - … Circuits and Communication …, 2020 - Springer
Large numbers of sensors are being deployed in unattended regions, eg, in forests, seas
and also in remote areas. The motivation behind it is to reduce the human assistance and …