research
∙
09/07/2023
Experimental Study of Adversarial Attacks on ML-based xApps in O-RAN
Open Radio Access Network (O-RAN) is considered as a major step in the e...
share
research
∙
05/10/2023
Multiverse at the Edge: Interacting Real World and Digital Twins for Wireless Beamforming
Creating a digital world that closely mimics the real world with its man...
research
∙
04/21/2023
Implementing and Evaluating Security in O-RAN: Interfaces, Intelligence, and Platforms
The Open Radio Access Network (RAN) is a networking paradigm that builds...
research
∙
05/12/2022
Neural Network-based OFDM Receiver for Resource Constrained IoT Devices
Orthogonal Frequency Division Multiplexing (OFDM)-based waveforms are us...
research
∙
01/12/2022
Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular Network
Beam selection for millimeter-wave links in a vehicular scenario is a ch...
research
∙
12/20/2021
PRONTO: Preamble Overhead Reduction with Neural Networks for Coarse Synchronization
In IEEE 802.11 WiFi-based waveforms, the receiver performs coarse time a...
research
∙
02/15/2021
Machine Learning on Camera Images for Fast mmWave Beamforming
Perfect alignment in chosen beam sectors at both transmit- and receive-n...
research
∙
12/13/2020
Open-World Class Discovery with Kernel Networks
We study an Open-World Class Discovery problem in which, given labeled t...
research
∙
12/13/2020
Learn-Prune-Share for Lifelong Learning
In lifelong learning, we wish to maintain and update a model (e.g., a ne...
research
∙
04/16/2019
DeepRadioID: Real-Time Channel-Resilient Optimization of Deep Learning-based Radio Fingerprinting Algorithms
Radio fingerprinting provides a reliable and energy-efficient IoT authen...
research
∙
12/03/2018