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 …

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 …

Heterogeneity consideration in wireless sensor networks routing algorithms: a review

D Sharma, A Ojha, AP Bhondekar - The journal of supercomputing, 2019 - Springer
Wireless sensor networks (WSNs) are resource-constrained networks with limited battery
power, computation abilities and communication capabilities at the sensor node level. A …

Routing in wireless sensor networks using optimization techniques: A survey

Z Al Aghbari, AM Khedr, W Osamy, I Arif… - Wireless Personal …, 2020 - Springer
Over the past few decades, one of the important advancements in wireless communication is
low cost and limited power devices known as wireless sensor networks (WSNs). Sensor …

[HTML][HTML] An overview of machine learning-based energy-efficient routing algorithms in wireless sensor networks

Q Ding, R Zhu, H Liu, M Ma - Electronics, 2021 - mdpi.com
Machine learning (ML) technology has shown its unique advantages in many fields and has
excellent performance in many applications, such as image recognition, speech recognition …

A survey on energy awareness mechanisms in routing protocols for wireless sensor networks using optimization methods

AM Shamsan Saleh, BM Ali… - Transactions on …, 2014 - Wiley Online Library
Over recent years, enormous amounts of research in wireless sensor networks (WSNs) have
been conducted; this is because of its multifarious applications such as in environmental …

Hierarchical routing protocols for wireless sensor network: A compressive survey

L Chan, K Gomez Chavez, H Rudolph, A Hourani - Wireless Networks, 2020 - Springer
Wireless sensor networks (WSNs) are one of the key enabling technologies for the internet
of things (IoT). WSNs play a major role in data communications in applications such as …

A review on wireless sensor networks: Routing

A Raja Basha - Wireless Personal Communications, 2022 - Springer
Wireless sensor networks (WSNs) are networks with devices that can detect, process, store,
and communicate wirelessly. Each network terminal can have multiple sensing devices that …

[HTML][HTML] Energy efficient routing algorithm with mobile sink support for wireless sensor networks

J Wang, Y Gao, W Liu, AK Sangaiah, HJ Kim - Sensors, 2019 - mdpi.com
Recently, wireless sensor network (WSN) has drawn wide attention. It can be viewed as a
network with lots of sensors that are autonomously organized and cooperate with each other …

Artificial neural networks-based improved Levenberg–Marquardt neural network for energy efficiency and anomaly detection in WSN

M Revanesh, SS Gundal, JR Arunkumar… - Wireless …, 2023 - Springer
One of the key goals in the design of the networks is to increase the lifespan of wireless
sensor networks (WSNs). Using different models of intelligent energy management could …