Thilina N. Weerasinghe
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View article: Privacy-Preserved Collaborative Federated Learning Platform for Industrial Internet of Things
Privacy-Preserved Collaborative Federated Learning Platform for Industrial Internet of Things Open
Federated learning (FL) is an intriguing approach to privacy-preserving collaborative learning. DecentralisedFL is achieving increased favour for investigation due to the mitigation of vulnerability for a single point of failure and more c…
View article: Priority Enabled Grant-Free Access With Dynamic Slot Allocation for Heterogeneous mMTC Traffic in 5G NR Networks
Priority Enabled Grant-Free Access With Dynamic Slot Allocation for Heterogeneous mMTC Traffic in 5G NR Networks Open
[EN] Although grant-based mechanisms have been a predominant approach for wireless access for years, the additional latency required for initial handshake message exchange and the extra control overhead for packet transmissions have stimul…
View article: Enabling mMTC and URLLC in 5G : Initial Access, Traffic Prediction, and User Availability
Enabling mMTC and URLLC in 5G : Initial Access, Traffic Prediction, and User Availability Open
The 5th generation (5G) mobile communication networks focus on three main technology pillars as enhanced mobile broadband (eMBB), ultra-reliable and low latency communications (URLLC), and massive machine type communications (mMTC). Among …
View article: Preamble Transmission Prediction for mMTC Bursty Traffic: A Machine Learning based Approach
Preamble Transmission Prediction for mMTC Bursty Traffic: A Machine Learning based Approach Open
The evolution of Internet of things (IoT) towards massive IoT in recent years has stimulated a surge of traffic volume among which a huge amount of traffic is generated in the form of massive machine type communications. Consequently, exis…
View article: Priority-based initial access for URLLC traffic in massive IoT networks: Schemes and performance analysis
Priority-based initial access for URLLC traffic in massive IoT networks: Schemes and performance analysis Open
At a density of one million devices per square kilometer, the10’s of billions of devices, objects, and machines that form a massive Internet of things (mIoT) require ubiquitous connectivity. Among a massive number of IoT devices, a portion…
View article: Topology Design To Increase Network Lifetime In Wsn For Graph Filtering In Consensus Processes
Topology Design To Increase Network Lifetime In Wsn For Graph Filtering In Consensus Processes Open
Publication in the conference proceedings of EUSIPCO, Kos island, Greece, 2017