Debashri Roy

Orcid: 0000-0002-9955-7137

According to our database1, Debashri Roy authored at least 38 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
L-NORM: Learning and Network Orchestration at the Edge for Robot Connectivity and Mobility in Factory Floor Environments.
IEEE Trans. Mob. Comput., April, 2024

Learning from the Best: Active Learning for Wireless Communications.
CoRR, 2024

2023
PRONTO: Preamble Overhead Reduction With Neural Networks for Coarse Synchronization.
IEEE Trans. Wirel. Commun., November, 2023

Going beyond RF: A survey on how AI-enabled multimodal beamforming will shape the NextG standard.
Comput. Networks, June, 2023

Multi-Modality Sensing and Data Fusion for Multi-Vehicle Detection.
IEEE Trans. Multim., 2023

Digital Twins for Maintaining QoS in Programmable Vehicular Networks.
IEEE Netw., 2023

Multiverse at the Edge: Interacting Real World and Digital Twins for Wireless Beamforming.
CoRR, 2023

AirFC: Designing Fully Connected Layers for Neural Networks with Wireless Signals.
Proceedings of the Twenty-fourth International Symposium on Theory, 2023

ICARUS: Learning on IQ and Cycle Frequencies for Detecting Anomalous RF Underlay Signals.
Proceedings of the IEEE INFOCOM 2023, 2023

Communication-Aware DNN Pruning.
Proceedings of the IEEE INFOCOM 2023, 2023

TUNE: Transfer Learning in Unseen Environments for V2X mmWave Beam Selection.
Proceedings of the IEEE International Conference on Communications, 2023

Meta-Learning for Image-Guided Millimeter-Wave Beam Selection in Unseen Environments.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular Network.
IEEE Trans. Veh. Technol., 2022

Going Beyond RF: How AI-enabled Multimodal Beamforming will Shape the NextG Standard.
CoRR, 2022

Multimodality in mmWave MIMO Beam Selection Using Deep Learning: Datasets and Challenges.
IEEE Commun. Mag., 2022

GANSAT: A GAN and SATellite Constellation Fingerprint-Based Framework for GPS Spoof-Detection and Location Estimation in GPS Deprived Environment.
IEEE Access, 2022

An Online Testing Technique for the Detection of Control Nodes Displacement Faults (CNDF) in Reversible Circuits.
Proceedings of the VLSI Design and Test - 26th International Symposium, 2022

FLASH: Federated Learning for Automated Selection of High-band mmWave Sectors.
Proceedings of the IEEE INFOCOM 2022, 2022

Finding Waldo in the CBRS Band: Signal Detection and Localization in the 3.5 GHz Spectrum.
Proceedings of the IEEE Global Communications Conference, 2022

FERST: A Full ECG Reception System for User Authentication using Two-stage Deep Learning.
Proceedings of the IEEE Global Communications Conference, 2022

2021
Deep Learning at the Edge for Channel Estimation in Beyond-5G Massive MIMO.
IEEE Wirel. Commun., 2021

Deep Learning on Visual and Location Data for V2I mmWave Beamforming.
Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021

DeePOE: Deep Learning for Position and Orientation Estimation.
Proceedings of the 26th IEEE Asia-Pacific Conference on Communications, 2021

2020
RFAL: Adversarial Learning for RF Transmitter Identification and Classification.
IEEE Trans. Cogn. Commun. Netw., 2020

Adaptive streaming of HD and 360° videos over software defined radios.
Pervasive Mob. Comput., 2020

Spectrum Sharing Secondary Users in Presence of Multiple Adversaries.
Proceedings of the Network Games, Control and Optimization - 10th International Conference, 2020

2019
Machine Learning in Adversarial RF Environments.
IEEE Commun. Mag., 2019

Detection of Rogue RF Transmitters using Generative Adversarial Nets.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

RF Transmitter Fingerprinting Exploiting Spatio-Temporal Properties in Raw Signal Data.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Defense against PUE Attacks in DSA Networks Using GAN Based Learning.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Primary User Activity Prediction in DSA Networks using Recurrent Structures.
Proceedings of the 2019 IEEE International Symposium on Dynamic Spectrum Access Networks, 2019

2018
Video quality assessment for inter-vehicular streaming with IEEE 802.11p, LTE, and LTE Direct networks over fading channels.
Comput. Commun., 2018

Adaptive Video Encoding and Dynamic Channel Access for Real-time Streaming over SDRs.
Proceedings of the 37th IEEE International Performance Computing and Communications Conference, 2018

2016
Cross-reference EWOD driving scheme and cross-contamination aware net placement technique for MEDA based DMFBs.
Proceedings of the 2016 International Conference on Advances in Computing, 2016

2015
FuzzRoute: A Thermally Efficient Congestion-Free Global Routing Method for Three-Dimensional Integrated Circuits.
ACM Trans. Design Autom. Electr. Syst., 2015

2014
FuzzRoute: A Method for Thermally Efficient Congestion Free Global Routing in 3D ICs.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2014

2013
ESOP-Based Synthesis of Reversible Circuit Using Improved Cube List.
Proceedings of the 2013 International Symposium on Electronic System Design, 2013

A fuzzified approach towards global routing in VLSI layout design.
Proceedings of the FUZZ-IEEE 2013, 2013


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