Search Results for author: Khondokar Fida Hasan

Found 8 papers, 0 papers with code

Blockchain-Enabled Federated Learning Approach for Vehicular Networks

no code implementations10 Nov 2023 Shirin Sultana, Jahin Hossain, Maruf Billah, Hasibul Hossain Shajeeb, Saifur Rahman, Keyvan Ansari, Khondokar Fida Hasan

Initial experiments show that compared to conventional decentralized federated learning techniques, our proposed approach significantly enhances the performance and security of vehicular networks.

Federated Learning

HARDC : A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN

no code implementations6 Mar 2023 Md Shofiqul Islam, Khondokar Fida Hasan, Sunjida Sultana, Shahadat Uddin, Pietro Lio, Julian M. W. Quinn, Mohammad Ali Moni

The experimental results demonstrate that the proposed HARDC model significantly outperforms other existing models, achieving an accuracy of 99. 60\%, F1 score of 98. 21\%, a precision of 97. 66\%, and recall of 99. 60\% using MIT-BIH generated ECG.

Denoising Generative Adversarial Network +1

An Experimental Validation of Accurate and Precise GNSS Time Synchronization in Vehicular Networks

no code implementations27 Oct 2020 Khondokar Fida Hasan, Yanming Feng, Yu-Chu Tian

For accurate and precise time synchronization in vehicular networks, Global Navigation Satellite System (GNSS) is getting increasing attention for effective use of its time dissemination to vehicular networks.

Networking and Internet Architecture

A Feasibility Study on SNTP and SPoT Protocols on Time Synchronization in Internet of Things

no code implementations19 Oct 2020 Nelda Raju, Khondokar Fida Hasan

The new wave of computing allows users to explore their time in the Internet of Things (IoT) by connecting their smart devices over the network for data transfer without human interventions.

Networking and Internet Architecture

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