0% Complete
Home
/
13th International Conference on Computer and Knowledge Engineering
Delay Optimization of a Federated Learning-based UAV-aided IoT network
Authors :
Hossein Mohammadi Firouzjaei
1
Javad Zeraatkar Moghaddam
2
Mehrdad Ardebilipour
3
1- Khajeh Nasir Toosi University of Technology
2- University of Birjand
3- Khajeh Nasir Toosi University of Technology
Keywords :
UAV،SWIPT،IoT،FL
Abstract :
This paper explores the integration of power splitting(PS) simultaneous wireless information and power transfer (SWIPT) architecture and federated learning (FL) in Internet of Things (IoT) networks. The use of SWIPT allows power-constrained devices to simultaneously harvest energy and transmit data, addressing the energy limitations faced by IoT devices. The proposed scenario involves an Unmanned Arial Vehicle (UAV) serving as the base station (BS) and edge server, aggregating weight updates from IoT devices and unicasting aggregated updates to each device. The results demonstrate the feasibility of FL in IoT scenarios, ensuring communication efficiency without depleting device batteries.
Papers List
List of archived papers
A large input-space-margin approach for adversarial training
Reihaneh Nikouei - Mohammad Taheri
Effect of Tissue Excitation in Breast Cancer Detection from Ultrasound RF Time Series: Phantom studies
Elaheh Norouzi Ghehi - Ali Fallah - Saeid Rashidi - Maryam Mehdizadeh Dastjerdi
Averting Mode Collapse for Generative Zero-Shot Learning
Shayan Ramazi - Setare Shabani
An Efficient Approach for Breast Abnormality Detection through High-Level Features of Thermography Images
Farhad Abedinzadeh Torghabeh - Yeganeh Modaresnia - Seyyed Abed Hosseini
The application of Brain Drain Optimization algorithm on static drone placement problem
Mohammad Mehdi Samimi - Alireza Basiri
Adaptive-A-GCRNN: Enhancing Real-time Multi-band Spectrum Prediction through Attention-based Spatial-Temporal Modeling
Seyed majid Hosseini - Seyedeh Mozhgan Rahmatinia - Seyed Amin Hosseini Seno - Hadi Sadoghi yazdi
Towards Efficient Video Object Detection on Embedded Devices
Mohammad Hajizadeh - Adel Rahmani - Mohammad Sabokrou
An Energy-efficient Clustering Method based on Butterfly Optimization Algorithm by Considering the Criterion of Intra-cluster Distances in WSNs
Fariba Saghi Hadi S. Aghdasi
Deep Learning Feature Extraction for COVID-19 Detection Algorithm using Computerized Tomography Scan
Maisarah Mohd Sufian - Ervin Gubin Moung - Chong Joon Hou - Ali Farzamnia
Automated Person Identification from Hand Images\\using Hierarchical Vision Transformer Network
Zahra Ebrahimian - Seyed Ali Mirsharji - Ramin Toosi - Mohammad Ali Akhaee
more
Samin Hamayesh - Version 42.2.1