An Efficient Anomaly Detection System in IoT Edge using Chi Square-Improved Particle Swarm Optimization Feature Selection with Ensemble classifiers

J Manokaran, V Gurusamy, O Khalaf… - … of Computing and …, 2024 - journal.uob.edu.bh
Anomaly detection using machine learning (ML) algorithms is the key research theme in the
modern digital era. Though the recent ML-based anomaly detection models have better …

CL‐HPWSR: Cross‐layer‐based energy efficient cluster head selection using hybrid particle swarm wild horse optimizer and stable routing in IoT‐enabled smart …

A Kumar, BS Dhaliwal, D Singh - Transactions on Emerging …, 2023 - Wiley Online Library
In the recent days, the Internet of Things (IoT) has assumed a significant role in automized
farming applications. The farmers can receive frequent information corresponding to the soil …

Energy and Security Aware Clustering in Internet of Things with Improved SandPiper Optimization Model

S Gorikapudi, HK Kondaveeti - 2023 - researchsquare.com
Abstract Internet of Things (IoT) is a networking paradigm shift that aims to link almost
everything on the world. Due to the limited form of smart devices, energy-efficient routing …

Maximizing the life time of wireless sensor networks over IoT environment

KA Darabkh, KK Wafa'a, K Ala'F - 2020 Fifth International …, 2020 - ieeexplore.ieee.org
The development of novel and efficient energy algorithms for the Internet of Things (IoT)
paradigm is a challenging issue since the network performance of this state-of-the-art …

CPAC: Energy-efficient algorithm for IoT sensor networks based on enhanced hybrid intelligent swarm

Q Wang, W Liu, H Yu, S Zheng, S Gao… - … in Engineering & …, 2019 - ingentaconnect.com
The wireless sensor network (WSN) is widely employed in the application scenarios of the
Internet of Things (IoT) in recent years. Extending the lifetime of the entire system had …

Designing Dense-Healthcare IOT Networks for Industry 4.0 Using AI-Based Energy Efficient Reinforcement Learning Protocol

SK Gupta, S Patel, PK Mannepalli… - Industry 4.0 and Healthcare …, 2023 - Springer
In the recent times, huge sensor devices are adapted for patients' health monitoring in
healthcare. The Healthcare Internet of Things (HC-IoT) relies on wireless sensors to store …

Predictive Model Techniques with Energy Efficiency for IoT‐Based Data Transmission in Wireless Sensor Networks

R Bharathi, S Kannadhasan, B Padminidevi… - Journal of …, 2022 - Wiley Online Library
Wireless sensor networks are limited by the vast majority of goods with limited resources.
Power consumption, network longevity, throughput, routing, and network security are only a …

Metaheuristic Multi-Hop Clustering Optimization for Energy-Efficient Wireless Sensor Network

V Chung, N Tuah, KG Lim, MK Tan… - 2020 IEEE 2nd …, 2020 - ieeexplore.ieee.org
Energy-efficient optimization algorithm in wireless sensor network (WSN) is often based on
solely cluster routing or multi-hop routing. The cluster optimization algorithm will form a …

Fuzzy C-means based clustering algorithm in WSNs for IoT applications

R Bensaid, MB Said… - 2020 International Wireless …, 2020 - ieeexplore.ieee.org
Energy efficiency in Wireless Sensor Network (WSN)-based Internet of Things (IoT) systems
is a very challenging issue since IoT is becoming more complex due to its large scale …

A green data collection & transmission method for IoT-based WSN in disaster management

AS Nandan, S Singh, A Malik, R Kumar - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
Being as an integral part of data exchange in disaster management, Internet of Thing (IoT) is
an essential component to update the disaster management information to all the connected …