International Conference on Computer and Knowledge Engineering

Home / 13th International Conference on Computer and Knowledge Engineering

Delay Optimization of a Federated Learning-based UAV-aided IoT network

Authors :

Hossein Mohammadi Firouzjaei¹ Javad Zeraatkar Moghaddam² Mehrdad Ardebilipour³

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.

List of archived papers

A Cost-Sensitive Genetic Algorithm for Customer Segmentation in Auto Insurances

Alireza Khajenoori - Mohammad Saniee Abadeh - Mohsen Mohammadzadeh

Reversible Data Insertion in Encryption Domain Based on Reduced Quad Difference Expansion

Alireza Ghaemi - Mohammad Zare Ehteshami - Amirhossein Ghaemi

Farsi Text in Scene: A new dataset

Ali Salmasi - Ehsanollah Kabir

Blind Load-Balancing Algorithm using Double-Q-learning in the Fog Environment

Niloofar Tahmasebi pouya - Mehdi Agha Sarram

The Internet of Things-Enabled Smart City: An In-Depth Review of Its Domains and Applications

Amir Meydani - Ali Ramezani - Alireza Meidani

An intelligent linguistic error detection approach to automated diagnosis of Dyslexia disorder in Persian speaking children

Fatemeh Asghari - Mahsa Khorasani - Mohsen Kahani - Seyed Amir Amin Yazdi - Mahdi Arkhodi Ghalenoei

EfficientNetB0’s Hybrid Approach for Brain Tumor Classification from MRI Images Using Deep Learning and Bagging Trees

Yeganeh Modaresnia - Farhad Abedinzadeh Torghabeh - Seyyed Abed Hosseini

Averting Mode Collapse for Generative Zero-Shot Learning

Shayan Ramazi - Setare Shabani

Cross-project Defect Prediction with An Enhanced Transfer Boosting Algorithm

Nazgol Nikravesh - Mohammad Reza Keyvanpour

LPCNet: Lane detection by lane points correction network in challenging environments based on deep learning

Sina BaniasadAzad - Seyed Mohammadreza Mousavi mirkolaei

more

Samin Hamayesh - Version 42.4.1