Search Results for author: Ramin Hasibi

Found 4 papers, 0 papers with code

Integrating Sensing and Communication in Cellular Networks via NR Sidelink

no code implementations15 Sep 2021 Dariush Salami, Ramin Hasibi, Stefano Savazzi, Tom Michoel, Stephan Sigg

Since electromagnetic signals, through cellular communication systems, are omnipresent, RF sensing has the potential to become a universal sensing mechanism with applications in smart home, retail, localization, gesture recognition, intrusion detection, etc.

Gesture Recognition Intrusion Detection

Tesla-Rapture: A Lightweight Gesture Recognition System from mmWave Radar Point Clouds

no code implementations14 Sep 2021 Dariush Salami, Ramin Hasibi, Sameera Palipana, Petar Popovski, Tom Michoel, Stephan Sigg

To tackle this issue, we developed Tesla, a Message Passing Neural Network (MPNN) graph convolution approach for mmWave radar point clouds.

Gesture Recognition

A Graph Feature Auto-Encoder for the Prediction of Unobserved Node Features on Biological Networks

no code implementations8 May 2020 Ramin Hasibi, Tom Michoel

Integrating the complementary viewpoints of biological networks and omics data is an important task in bioinformatics, but existing methods treat networks as discrete structures, which are intrinsically difficult to integrate with continuous node features or activity measures.

Graph Reconstruction Graph Representation Learning +1

Augmentation Scheme for Dealing with Imbalanced Network Traffic Classification Using Deep Learning

no code implementations1 Jan 2019 Ramin Hasibi, Matin Shokri, Mehdi Dehghan

One type of NTCs that has gained huge attention in recent years applies deep learning on packets in order to classify flows.

Data Augmentation Density Estimation +3

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