Optimizing energy consumption in WSN-based IoT using unequal clustering and sleep scheduling methods

AMK Abdulzahra, AKM Al-Qurabat, SA Abdulzahra - Internet of Things, 2023 - Elsevier
Abstract Wireless Sensor Networks (WSNs) are the main data collection tools used by
Internet of Things (IoT) devices. The WSN-based IoT is a collection of several small …

LSTM-Markov based efficient anomaly detection algorithm for IoT environment

V Shanmuganathan, A Suresh - Applied Soft Computing, 2023 - Elsevier
The seamless integration of wireless and IoT device in normal day to day life and for smart
homes has enabled more security and privacy needs. The attack or unauthorized access to …

FAJIT: a fuzzy-based data aggregation technique for energy efficiency in wireless sensor network

S Bhushan, M Kumar, P Kumar, T Stephan… - Complex & Intelligent …, 2021 - Springer
Wireless sensor network (WSN) is used to sense the environment, collect the data, and
further transmit it to the base station (BS) for analysis. A synchronized tree-based approach …

A review of Energy Hole mitigating techniques in multi-hop many to one communication and its significance in IoT oriented Smart City infrastructure

T Shafique, R Gantassi, AH Soliman, A Amjad… - IEEE …, 2023 - ieeexplore.ieee.org
A huge increase in the percentage of the world's urban population poses resource
management, especially energy management challenges in smart cities. In this paper, the …

Efficient next-hop selection in multi-hop routing for IoT enabled wireless sensor networks

SM Altowaijri - Future Internet, 2022 - mdpi.com
The Internet of Things (IoT) paradigm allows the integration of cyber and physical worlds
and other emerging technologies. IoT-enabled wireless sensor networks (WSNs) are rapidly …

DE-SEP: Distance and energy aware stable election routing protocol for heterogeneous wireless sensor network

A Hossan, PK Choudhury - IEEE Access, 2022 - ieeexplore.ieee.org
Sensing technology has undergone a revolution as a result of technological advancements,
where the wireless sensor network (WSN) is considered as a major research area in recent …

Efficient communication in wireless sensor networks using optimized energy efficient engroove leach clustering protocol

N Meenakshi, S Ahmad, AV Prabu… - Tsinghua Science …, 2024 - ieeexplore.ieee.org
The Wireless Sensor Network (WSN) is a network that is constructed in regions that are
inaccessible to human beings. The widespread deployment of wireless micro sensors will …

A reinforcement learning-based sleep scheduling algorithm for compressive data gathering in wireless sensor networks

X Wang, H Chen, S Li - EURASIP Journal on Wireless Communications …, 2023 - Springer
Compressive data gathering (CDG) is an adequate method to reduce the amount of data
transmission, thereby decreasing energy expenditure for wireless sensor networks (WSNs) …

Energy-efficient wireless sensor network with an unequal clustering protocol based on a balanced energy method (EEUCB)

AA Jasim, MYI Idris, S Razalli Bin Azzuhri, NR Issa… - Sensors, 2021 - mdpi.com
A hot spot problem is a problem where cluster nodes near to the base station (BS) tend to
drain their energy much faster than other nodes due to the need to perform more …

CRLM: A cooperative model based on reinforcement learning and metaheuristic algorithms of routing protocols in wireless sensor networks

Z Wang, L Shao, S Yang, J Wang, D Li - Computer Networks, 2023 - Elsevier
In wireless sensor networks, reasonable clustering and routing are keys to efficient energy
utilization. However, the selection of cluster heads and routes is NP-hard. Most of the …