Routing in wireless sensor networks using machine learning techniques: Challenges and opportunities

P Nayak, GK Swetha, S Gupta, K Madhavi - Measurement, 2021 - Elsevier
Energy conservation is the primary task in Wireless Sensor Networks (WSNs) as these tiny
sensor nodes are the backbone of today's Internet of Things (IoT) applications. These nodes …

Green Communication for Next‐Generation Wireless Systems: Optimization Strategies, Challenges, Solutions, and Future Aspects

RS Rathore, S Sangwan, O Kaiwartya… - Wireless …, 2021 - Wiley Online Library
Wireless sensor networks (WSNs) have emerged as a backbone technology for the wireless
communication era. The demand for WSN is rapidly increasing due to their major role in …

Renewable energy harvesting schemes in wireless sensor networks: A survey

DK Sah, T Amgoth - Information Fusion, 2020 - Elsevier
Abstract Wireless Sensor Networks (WSNs) are emerging as they demands for various
applications, for example, military surveillance, home automation, vehicle tracking …

Solar energy harvesting wireless sensor network nodes: A survey

H Sharma, A Haque, ZA Jaffery - Journal of Renewable and …, 2018 - pubs.aip.org
Solar energy harvesting that provides an alternative power source for an energy-constrained
wireless sensor network (WSN) node is completely a new idea. Several developed countries …

Robust and efficient energy harvested-aware routing protocol with clustering approach in body area networks

Z Ullah, I Ahmed, T Ali, N Ahmad, F Niaz, Y Cao - IEEE Access, 2019 - ieeexplore.ieee.org
Wireless body area network (WBAN) is one of the specialized branches of wireless sensor
networks (WSNs), which draws attention from various fields of science, such as medicine …

Neural network based instant parameter prediction for wireless sensor network optimization models

A Akbas, HU Yildiz, AM Ozbayoglu, B Tavli - Wireless Networks, 2019 - Springer
Optimal operation configuration of a Wireless Sensor Network (WSN) can be determined by
utilizing exact mathematical programming techniques such as Mixed Integer Programming …

An energy balanced and nodes aware routing protocol for energy harvesting wireless sensor networks

A Mansura, M Drieberg, AA Aziz, V Bassoo… - Peer-to-Peer Networking …, 2022 - Springer
Abstract The lifetime of Wireless Sensor Networks (WSN) is a significant constraint since
they are powered by non-rechargeable batteries with limited capacity. A promising solution …

Energy Prediction for Energy-Harvesting Wireless Sensor: A Systematic Mapping Study

Z Yuan, Y Ge, J Wei, S Yuan, R Liu, X Mo - Electronics, 2023 - mdpi.com
Energy prediction plays a significant role in energy-harvesting wireless sensors (EHWS), as
it helps wireless sensors regulate their duty cycles, achieve energy neutrality, and extend …

AH‐MAC: Adaptive hierarchical MAC protocol for low‐rate wireless sensor network applications

AI Al-Sulaifanie, S Biswas… - Journal of …, 2017 - Wiley Online Library
This paper proposes an adaptive hierarchical MAC protocol (AH‐MAC) with cross‐layer
optimization for low‐rate and large‐scale wireless sensor networks. The main goal of the …

A Hybrid Multi-Hop Clustering and Energy-Aware Routing Protocol for Efficient Resource Management in Renewable Energy Harvesting Wireless Sensor Networks

H Jalalinejad, MR Hajiabadi, AAR Hosseinabadi… - IEEE …, 2024 - ieeexplore.ieee.org
Energy Harvesting Wireless Sensor Networks (EH-WSNs) main goal is to increase efficiency
in settings where Energy Harvesting (EH) is restricted by environmental resources. To solve …