Towards developing a machine learning-metaheuristic-enhanced energy-sensitive routing framework for the internet of things

A Seyfollahi, T Taami, A Ghaffari - Microprocessors and Microsystems, 2023 - Elsevier
The heterogeneous nature, communication constraints, multi-hop data transmissions, and
inherent challenges of wireless connections have caused routing and data transmission …

Malicious node detection using machine learning and distributed data storage using blockchain in WSNs

M Nouman, U Qasim, H Nasir, A Almasoud… - IEEE …, 2023 - ieeexplore.ieee.org
In the proposed work, blockchain is implemented on the Base Stations (BSs) and Cluster
Heads (CHs) to register the nodes using their credentials and also to tackle various security …

Delay-aware data fusion in duty-cycled wireless sensor networks: A Q-learning approach

PK Donta, T Amgoth, CSR Annavarapu - … Computing: Informatics and …, 2022 - Elsevier
In wireless sensor networks (WSNs), the sensor nodes (SNs) are deployed to acquire the
data from the area of interest and transmit it to the sink via multi-hop communications. Due to …

Target-aware distributed coverage and connectivity algorithm for wireless sensor networks

SPR Banoth, PK Donta, T Amgoth - Wireless Networks, 2023 - Springer
One of the wireless sensor networks applications is to sense a discrete set of targets lying on
the field and maintain connectivity with the sink for data transmission. In addition, it needs to …

[HTML][HTML] On-line wsn soc estimation using gaussian process regression: An adaptive machine learning approach

O Ali, MK Ishak, AB Ahmed, MFM Salleh, CA Ooi… - Alexandria Engineering …, 2022 - Elsevier
Wireless sensor networks (WSN) are low-resource devices that run on small batteries. The
availability of battery energy, device drive cycles, and environmental conditions all have an …

Energy-efficient mobile sink-based intelligent data routing scheme for wireless sensor networks

V Agarwal, S Tapaswi, P Chanak - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Wireless Sensor Networks (WSNs) have become an indistinguishable part of any Internet of
Things (IoT) based system. In an IoT-based system, WSN monitors different physical objects …

Cross-Layer Design for Energy-Efficient Reliable Multi-Path Transmission in Event-Driven Wireless Sensor Networks

H Xu, X Yuan - Sensors, 2023 - mdpi.com
In event-driven wireless sensor networks (WSNs), a reliable, efficient, and scalable routing
solution is required for the reliable delivery of sensory data to the base station (BS) …

Routing protocol for wireless sensor networks based on archimedes optimization algorithm

Y Yao, D Xie, Y Li, C Wang, Y Li - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
One of the key design problems of wireless sensor networks is to reduce energy
consumption and improve node survival. Because the battery in sensor nodes is difficult to …

A novel weighted localization method in wireless sensor networks based on hybrid RSS/AoA measurements

W Ding, S Chang, J Li - IEEE Access, 2021 - ieeexplore.ieee.org
A hybrid RSS/AOA indoor localization method based on error variance and measurement
noise weighted least squares (ENWLS) is proposed. This method is based on three …

Trust-aware routing mechanism through an edge node for IoT-enabled sensor networks

A Saleh, P Joshi, RS Rathore, SS Sengar - Sensors, 2022 - mdpi.com
Although IoT technology is advanced, wireless systems are prone to faults and attacks. The
replaying information about routing in the case of multi-hop routing has led to the problem of …