Cargando…

A Robust UWSN Handover Prediction System Using Ensemble Learning

The use of underwater wireless sensor networks (UWSNs) for collaborative monitoring and marine data collection tasks is rapidly increasing. One of the major challenges associated with building these networks is handover prediction; this is because the mobility model of the sensor nodes is different...

Descripción completa

Detalles Bibliográficos
Autores principales:	Eldesouky, Esraa, Bekhit, Mahmoud, Fathalla, Ahmed, Salah, Ahmad, Ali, Ahmed
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8434566/ https://www.ncbi.nlm.nih.gov/pubmed/34502667 http://dx.doi.org/10.3390/s21175777

Ejemplares similares

Marine Data Prediction: An Evaluation of Machine Learning, Deep Learning, and Statistical Predictive Models
por: Ali, Ahmed, et al.
Publicado: (2021)

Value of Information Based Data Retrieval in UWSNs
por: Khan, Fahad Ahmad, et al.
Publicado: (2018)

Non-Uniform Clustering Algorithm for UWSNs Based on Energy Equalization
por: Yi, Jinwang, et al.
Publicado: (2023)

Automated Prediction of Employee Attrition Using Ensemble Model Based on Machine Learning Algorithms
por: Alsheref, Fahad Kamal, et al.
Publicado: (2022)

Energy-Efficient Clustering Multi-Hop Routing Protocol in a UWSN
por: Nguyen, Nhat-Tien, et al.
Publicado: (2021)

Node Depth Adjustment Based Target Tracking in UWSNs Using Improved Harmony Search
por: Liu, Meiqin, et al.
Publicado: (2017)

A Novel Energy-Efficient Contention-Based MAC Protocol Used for OA-UWSN
por: Wang, Jingjing, et al.
Publicado: (2019)

A Mobility-Assisted Localization Algorithm for Three-Dimensional Large-Scale UWSNs
por: Luo, Junhai, et al.
Publicado: (2020)

Optimal Quantization Scheme for Data-Efficient Target Tracking via UWSNs Using Quantized Measurements
por: Zhang, Senlin, et al.
Publicado: (2017)

Safe Handover : Safe Patients – The Electronic Handover System
por: Till, Alex, et al.
Publicado: (2014)

EP-ADTA: Edge Prediction-Based Adaptive Data Transfer Algorithm for Underwater Wireless Sensor Networks (UWSNs)
por: Wang, Bin, et al.
Publicado: (2022)

Dynamic Layered Dual-Cluster Heads Routing Algorithm Based on Krill Herd Optimization in UWSNs
por: Jiang, Peng, et al.
Publicado: (2016)

DOW-PR DOlphin and Whale Pods Routing Protocol for Underwater Wireless Sensor Networks (UWSNs)
por: Wadud, Zahid, et al.
Publicado: (2018)

A Co-Design-Based Reliable Low-Latency and Energy-Efficient Transmission Protocol for UWSNs
por: Wei, Xiaohui, et al.
Publicado: (2020)

An adaptive optimized handover decision model for heterogeneous networks
por: Ezz-Eldien, Nada Ahmed, et al.
Publicado: (2023)

A High-Efficiency Uneven Cluster Deployment Algorithm Based on Network Layered for Event Coverage in UWSNs
por: Yu, Shanen, et al.
Publicado: (2016)

Geographic and Opportunistic Recovery with Depth and Power Transmission Adjustment for Energy-Efficiency and Void Hole Alleviation in UWSNs
por: Mateen, Abdul, et al.
Publicado: (2019)

Ensemble-AMPPred: Robust AMP Prediction and Recognition Using the Ensemble Learning Method with a New Hybrid Feature for Differentiating AMPs
por: Lertampaiporn, Supatcha, et al.
Publicado: (2021)

Leveraging cross-view geo-localization with ensemble learning and temporal awareness
por: Ghanem, Abdulrahman, et al.
Publicado: (2023)

Microsoft teams virtual handover system
por: Mohan, Mohit, et al.
Publicado: (2021)

Enhanced handover mechanism using mobility prediction in wireless networks
por: Yap, Khong-Lim, et al.
Publicado: (2020)

Improving the quality of handover by addressing handover culture and introducing a new, multi-disciplinary, team-based handover meeting
por: Walton, Henry, et al.
Publicado: (2015)

Robust genetic machine learning ensemble model for intrusion detection in network traffic
por: Akhtar, Muhammad Ali, et al.
Publicado: (2023)

Standardised proformas improve patient handover: Audit of trauma handover practice
por: Ferran, Nicholas A, et al.
Publicado: (2008)

Proactive Handover Decision for UAVs with Deep Reinforcement Learning
por: Jang, Younghoon, et al.
Publicado: (2022)

Early prediction of hemodialysis complications employing ensemble techniques
por: Othman, Mai, et al.
Publicado: (2022)

Investigation on the use of ensemble learning and big data in crop identification
por: Ahmed, Sayed, et al.
Publicado: (2023)

Authorship identification using ensemble learning
por: Abbasi, Ahmed, et al.
Publicado: (2022)

Prediction of Hepatitis disease using ensemble learning methods
por: MAJZOOBI, MOHAMMAD MAHDI, et al.
Publicado: (2022)

Improving cardiac operating room to intensive care unit handover using a standardised handover process
por: Gleicher, Yehoshua, et al.
Publicado: (2017)

Robust Handover Optimization Technique with Fuzzy Logic Controller for Beyond 5G Mobile Networks †
por: Alraih, Saddam, et al.
Publicado: (2022)

Ensemble Learning Based on Hybrid Deep Learning Model for Heart Disease Early Prediction
por: Almulihi, Ahmed, et al.
Publicado: (2022)

An Ensemble Learning Based Classification Approach for the Prediction of Household Solid Waste Generation
por: Namoun, Abdallah, et al.
Publicado: (2022)

An Adaptive Handover Prediction Scheme for Seamless Mobility Based Wireless Networks
por: Safa Sadiq, Ali, et al.
Publicado: (2014)

Early Prediction of Diabetes Using an Ensemble of Machine Learning Models
por: Dutta, Aishwariya, et al.
Publicado: (2022)

Investigation of a New Handover Approach in LTE and WiMAX
por: Hindia, Mohammad Nour, et al.
Publicado: (2014)

Getting a Handle on Handover: Improving the E-Handover Process for Duty Doctors in Psychiatry
por: Ong, Emily, et al.
Publicado: (2023)

A simple prioritisation system to improve the electronic handover
por: Ah-kye, Laura, et al.
Publicado: (2015)

Enhancing Handover for 5G mmWave Mobile Networks Using Jump Markov Linear System and Deep Reinforcement Learning
por: Chiputa, Masoto, et al.
Publicado: (2022)

Ensemble Learning for Disease Prediction: A Review
por: Mahajan, Palak, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_gdanhl3c07ltchqvuokuiaff60