journals | Debashri (Debbie) Roy

2024

ToN

Multiverse at the Edge: Interacting Virtual and Real Worlds for Automative Wireless Beamforming

Batool Salehi*, Utku Demir*, Debashri Roy, Suyash Pradhan, Stratis Ioannidis, and Kaushik Chowdhury

IEEE Transactions on Networking, Mar 2024

[Accepted]

@article{Batool_Utku_2024,
  author = {{Batool Salehi*} and {Utku Demir*} and {Debashri Roy} and {Suyash Pradhan} and {Stratis Ioannidis} and {Kaushik Chowdhury}},
  title = {{Multiverse at the Edge: Interacting Virtual and Real Worlds for Automative Wireless Beamforming}},
  journal = {{IEEE Transactions on Networking}},
  year = {2024},
  month = mar,
  note = {[Accepted]}
}

ComMag

Learning from the Best: Active Learning for Wireless Communications

Nasim Soltani, Jifan Zhang, Batool Salehi, Debashri Roy, Robert Nowak, and Kaushik Chowdhury

IEEE Communications Magazine, Mar 2024

[Accepted]

Bib

@article{Soltani_submitted_2023,
  author = {{Nasim Soltani} and {Jifan Zhang} and {Batool Salehi} and {Debashri Roy} and {Robert Nowak} and {Kaushik Chowdhury}},
  title = {{Learning from the Best: Active Learning for Wireless Communications}},
  journal = {{IEEE Communications Magazine}},
  year = {2024},
  note = {[Accepted]}
}

2023

TVT

Omni-CNN: A Modality-agnostic Neural Network for mmWave Beam Selection

Batool Salehi, Debashri Roy, Tong Jian, Chris Dick, Sratis Ioannidis, and Kaushik Chowdhury

IEEE Transactions on Vehicular Technology, Dec 2023

Bib

@article{Salehi_TVT_2023,
  author = {{Batool Salehi} and {Debashri Roy} and {Tong Jian} and {Chris Dick} and {Sratis Ioannidis} and {Kaushik Chowdhury}},
  title = {{Omni-CNN: A Modality-agnostic Neural Network for mmWave Beam Selection}},
  journal = {{IEEE Transactions on Vehicular Technology}},
  year = {2023},
  month = dec
}

TWC

PRONTO: Preamble Overhead Reduction with Neural Networks for Coarse Synchronization

Nasim Soltani, Debashri Roy, and Kaushik Chowdhury

IEEE Transactions on Wireless Communications, Dec 2023

Bib

@article{Soltani_2021,
  author = {{Nasim Soltani} and {Debashri Roy} and {Kaushik Chowdhury}},
  title = {{PRONTO: Preamble Overhead Reduction with Neural Networks for Coarse Synchronization}},
  journal = {{IEEE Transactions on Wireless Communications}},
  year = {2023},
  pages = {1-1},
  doi = {10.1109/TWC.2023.3256961}
}

CNET

Going Beyond RF: A Survey on how AI-enabled Multimodal Beamforming will Shape the NextG Standard

Debashri Roy, Batool Salehi, Stella Banou, Subhramoy Mohanti, Guillem Reus-Muns, Mauro Belgiovine, Prashant Ganesh, Carlos Bocanegra, and Kaushik Chowdhury

Elsevier Computer Networks, Mar 2023

Bib

@article{Roy_survey_2021,
  author = {{Debashri Roy} and {Batool Salehi} and {Stella  Banou} and {Subhramoy Mohanti} and {Guillem Reus-Muns} and {Mauro Belgiovine} and {Prashant Ganesh} and {Carlos Bocanegra} and {Kaushik Chowdhury}},
  title = {{Going Beyond RF: A Survey on how AI-enabled Multimodal Beamforming will Shape the NextG Standard}},
  journal = {{Elsevier Computer Networks}},
  year = {2023},
  month = mar,
  doi = {10.1016/j.comnet.2023.109729}
}

TMC

L-NORM: Learning and Network Orchestration at the Edge for Robot Connectivity and Mobility in Factory Floor Environments

Subhramoy Mohanti, Debashri Roy, Mark Eisen, Dave Cavalcanti, and Kaushik Chowdhury

IEEE Transactions on Mobile Computing, Apr 2023

Bib

@article{Mohanti_2022,
  author = {{Subhramoy Mohanti} and {Debashri Roy} and {Mark Eisen} and {Dave Cavalcanti} and {Kaushik Chowdhury}},
  title = {{L-NORM: Learning and Network Orchestration at the Edge for Robot Connectivity and Mobility in Factory Floor Environments}},
  journal = {{IEEE Transactions on Mobile Computing}},
  year = {2023},
  month = apr,
  doi = {10.1109/TMC.2023.3266643}
}

NetMag

Digital Twins for Maintaining QoS in Programmable Vehicular Networks

Utku Demir*, Suyash Pradhan*, Richard Kumahia, Debashri Roy, Stratis Ioannidis, and Kaushik Chowdhury

IEEE Networks Magazine, May 2023

Bib

@article{Demir_2023,
  author = {{Utku Demir*} and {Suyash Pradhan*} and { Richard Kumahia} and {Debashri Roy} and {Stratis Ioannidis} and {Kaushik Chowdhury}},
  title = {{Digital Twins for Maintaining QoS in Programmable Vehicular Networks}},
  journal = {{IEEE Networks Magazine}},
  year = {2023},
  month = may,
  doi = {10.1109/MNET.014.2300116}
}

ToN

Multiverse at the Edge: Interacting Virtual and Real Worlds for Automative Wireless Beamforming

Batool Salehi*, Utku Demir*, Debashri Roy, Suyash Pradhan, Stratis Ioannidis, and Kaushik Chowdhury

IEEE Transactions on Networking, May 2023

Submitted 04/29/23

Bib

@article{Demir_submitted_2023,
  author = {{Batool Salehi*} and {Utku Demir*} and {Debashri Roy} and {Suyash Pradhan} and {Stratis Ioannidis} and {Kaushik Chowdhury}},
  title = {{Multiverse at the Edge: Interacting Virtual and Real Worlds for Automative Wireless Beamforming}},
  journal = {{IEEE Transactions on Networking}},
  year = {2023},
  note = {Submitted 04/29/23}
}

TMC

DARWIN: Digital Twin Assisted Robot Navigation and WIreless Network Management

Batool Salehi, Debashri Roy, Mark Eisen, Amit Baxi, Dave Cavalcanti, and Kaushik Chowdhury

IEEE Transactions on Mobile Computing, May 2023

Submitted 10/20/23

Bib

@article{Salehi_submitted_2023_nov,
  author = {{Batool Salehi} and {Debashri Roy} and {Mark Eisen} and {Amit Baxi} and {Dave Cavalcanti} and {Kaushik Chowdhury}},
  title = {{DARWIN: Digital Twin Assisted Robot Navigation and WIreless Network Management}},
  journal = {{IEEE Transactions on Mobile Computing}},
  year = {2023},
  note = {Submitted 10/20/23}
}

TMC

SMART: Sim2Real Meta-Learning-based Training for mmWave Beam Selection in V2X Networks

Jerry Gu, Suyash Pradhan, Utku Demir, Debashri Roy, and Kaushik Chowdhury

IEEE Transactions on Mobile Computing, May 2023

Submitted 12/18/23

Bib

@article{Jerry_submitted_2023_Dec,
  author = {{Jerry Gu} and {Suyash Pradhan} and {Utku Demir} and {Debashri Roy} and {Kaushik Chowdhury}},
  title = {{SMART: Sim2Real Meta-Learning-based Training for mmWave Beam Selection in V2X Networks}},
  journal = {{IEEE Transactions on Mobile Computing}},
  year = {2023},
  note = {Submitted 12/18/23}
}

2022

ComMag

Multimodality in mmWave MIMO Beam Selection using Deep Learning: Datasets and Challenges

Jerry Gu, Batool Salehi, Debashri Roy, and Kaushik R. Chowdhury

IEEE Communications Magazine, May 2022

Bib HTML

@article{CM2022,
  title = {{Multimodality in mmWave MIMO Beam Selection using Deep Learning: Datasets and Challenges}},
  journal = {{IEEE Communications Magazine}},
  author = {{Jerry Gu} and {Batool Salehi} and {Debashri Roy} and {Kaushik R. Chowdhury}},
  year = {2022},
  volume = {},
  number = {},
  pages = {1-7},
  doi = {10.1109/MCOM.002.2200028},
}

Access

GANSAT: A GAN and SATellite Constellation Fingerprint-based Framework for GPS Spoof-Detection and Location Estimation in GPS Deprived Environment

Debashri Roy, Tathagata Mukherjee, Alec Riden, Jared Paquet, Eduardo Pasiliao, and Erik Blasch

IEEE Access, May 2022

Bib HTML

@article{GANSAT2022,
  title = {{GANSAT: A GAN and SATellite Constellation Fingerprint-based Framework for GPS Spoof-Detection and Location Estimation in GPS Deprived Environment}},
  journal = {{IEEE Access}},
  year = {2022},
  author = {{Debashri Roy} and {Tathagata Mukherjee} and {Alec Riden} and {Jared Paquet} and {Eduardo Pasiliao} and {Erik Blasch}},
  volume = {10},
  number = {},
  pages = {45485-45507},
  doi = {10.1109/ACCESS.2022.3169420},
}

TVT

Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular Network

Batool Salehi, Guillem Reus-Muns, Debashri Roy, Zifeng Wang, Tong Jian, Jennifer Dy, Stratis Ioannidis, and Kaushik Chowdhury

IEEE Transactions on Vehicular Technology, May 2022

Bib

@article{TVT2022,
  title = {{Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular Network}},
  journal = {{IEEE Transactions on Vehicular Technology}},
  year = {2022},
  author = {{Batool Salehi} and {Guillem Reus-Muns} and {Debashri Roy} and {Zifeng Wang} and {Tong Jian} and {Jennifer Dy} and {Stratis Ioannidis} and {Kaushik Chowdhury}},
  doi = {10.1109/TVT.2022.3170733}
}

TMM

Multi-modality Sensing and Data Fusion for Multi-vehicle Detection

Debashri Roy, Yuanyuan Li, Tong Jian, Peng Tian, Kaushik R. Chowdhury, and Stratis Ioannidis

IEEE Transactions on Multimedia, May 2022

Bib

@article{MM2022,
  title = {{Multi-modality Sensing and Data Fusion for Multi-vehicle Detection}},
  journal = {{IEEE Transactions on Multimedia}},
  year = {2022},
  author = {{Debashri Roy} and {Yuanyuan Li} and {Tong Jian} and {Peng Tian} and {Kaushik R. Chowdhury} and {Stratis Ioannidis}},
  pages = {1-16},
  doi = {10.1109/TMM.2022.3145663}
}

TMC

FLASH-and-Prune: Federated Learning for Automated Selection of High-band mmWave Sectors using Model Pruning

Batool Salehi, Debashri Roy, Jerry Gu, Chris Dick, and Kaushik Chowdhury

IEEE Transactions on Mobile Computing, May 2022

Submitted 08/10/22

Bib

@article{Salehi_submitted_2022,
  author = {{Batool Salehi} and {Debashri Roy} and {Jerry Gu} and {Chris Dick} and {Kaushik Chowdhury}},
  title = {{FLASH-and-Prune: Federated Learning for Automated Selection of High-band mmWave Sectors using Model Pruning}},
  journal = {{IEEE Transactions on Mobile Computing}},
  year = {2022},
  note = {Submitted 08/10/22}
}

2021

WCM

Deep Learning at the Edge for Channel Estimation in Beyond-5G Massive MIMO

Mauro Belgiovine, Kunal Sankhe, Carlos Bocanegra, Debashri Roy, and Kaushik R. Chowdhury

IEEE Wireless Communications Magazine, May 2021

Bib

@article{WCM2021,
  title = {{Deep Learning at the Edge for Channel Estimation in Beyond-5G Massive MIMO}},
  journal = {{IEEE Wireless Communications Magazine}},
  year = {2021},
  author = {{Mauro Belgiovine} and {Kunal Sankhe} and {Carlos Bocanegra} and {Debashri Roy} and {Kaushik R. Chowdhury}},
  volume = {28},
  number = {2},
  pages = {19-25},
  doi = {10.1109/MWC.001.2000322}
}

RFID

Exploiting Spatio-Temporal Properties of I/Q Signal Data using 3D Convolution for RF Transmitter Identification

Muthukumaran Ramasubramanian, Chaity Banerjee, Debashri Roy, Tathagata Mukherjee, and Eduardo Pasiliao

IEEE Journal of Radio Frequency Identification, May 2021

Bib

@article{JRFID2020,
  title = {{Exploiting Spatio-Temporal Properties of I/Q Signal Data using 3D Convolution for RF Transmitter Identification}},
  journal = {{IEEE Journal of Radio Frequency Identification}},
  year = {2021},
  author = {{Muthukumaran Ramasubramanian} and {Chaity Banerjee} and {Debashri Roy} and {Tathagata Mukherjee} and {Eduardo Pasiliao}},
  volume = {},
  number = {},
  pages = {1-1},
  doi = {10.1109/JRFID.2021.3051901}
}

Springer

Exploiting Spatio-temporal Correlation in RF Data using Deep Learning

Debashri Roy, Tathagata Mukherjee, and Eduardo Pasiliao

In Deep Learning Applications, Volume 2, May 2021

Bib

@incollection{droy2020book,
  author = {{Debashri Roy} and {Tathagata Mukherjee} and {Eduardo Pasiliao}},
  title = {{Exploiting Spatio-temporal Correlation in RF Data using Deep Learning}},
  booktitle = {{Deep Learning Applications, Volume 2}},
  publisher = {Springer},
  year = {2021},
  pages = {143--172},
  doi = {10.1007/978-981-15-6759-9_7}
}

2020

PMC

Adaptive Streaming of HD and 360 Degree Videos over Software Defined Radios

Debashri Roy, Tathagata Mukherjee, Mainak Chatterjee, and Eduardo Pasiliao

Elsevier Pervasive and Mobile Computing, May 2020

Bib

@article{PMC2020,
  title = {{Adaptive Streaming of HD and 360 Degree Videos over Software Defined Radios}},
  journal = {{Elsevier Pervasive and Mobile Computing}},
  year = {2020},
  author = {{Debashri Roy} and {Tathagata Mukherjee} and {Mainak Chatterjee} and {Eduardo Pasiliao}},
  volume = {67},
  pages = {101215},
  doi = {https://doi.org/10.1016/j.pmcj.2020.101215}
}

TCCN

RFAL: Adversarial Learning for RF Transmitter Identification and Classification

Debashri Roy, Tathagata Mukherjee, Mainak Chatterjee, Erik Blasch, and Eduardo Pasiliao

IEEE Transactions on Cognitive Communications and Networking, May 2020

Bib

@article{TCCN2019,
  title = {{RFAL: Adversarial Learning for RF Transmitter Identification and Classification}},
  journal = {{IEEE Transactions on Cognitive Communications and Networking}},
  year = {2020},
  author = {{Debashri Roy} and {Tathagata Mukherjee} and {Mainak Chatterjee} and {Erik Blasch} and {Eduardo Pasiliao}},
  volume = {6},
  number = {2},
  pages = {783-801},
  doi = {10.1109/TCCN.2019.2948919},
  dimensions = {true},
}

Springer

Improving the Designs of ESOP-Based Reversible Circuits

Chandan Bandyopadhyay, Shalini Parekh, Debashri Roy, and Hafizur Rahaman

In Design and Testing of Reversible Logic, May 2020

Bib

@incollection{Bandyopadhyay2020,
  author = {{Chandan Bandyopadhyay} and {Shalini Parekh} and {Debashri Roy} and {Hafizur Rahaman}},
  title = {{Improving the Designs of ESOP-Based Reversible Circuits}},
  booktitle = {{Design and Testing of Reversible Logic}},
  year = {2020},
  pages = {49--64},
  doi = {10.1007/978-981-13-8821-7_4}
}

2019

ComMag

Machine Learning in Adversarial RF Environments

Debashri Roy, Tathagata Mukherjee, and Mainak Chatterjee

IEEE Communications Magazine, May 2019

Bib

@article{CommMag2019,
  title = {{Machine Learning in Adversarial RF Environments}},
  journal = {{IEEE Communications Magazine}},
  year = {2019},
  author = {{Debashri Roy} and {Tathagata Mukherjee} and {Mainak Chatterjee}},
  volume = {57},
  number = {5},
  pages = {82-87},
  doi = {10.1109/MCOM.2019.1900031}
}

2017

ComCom

Video Quality Assessment for Inter-vehicular Streaming with IEEE 802.11p, LTE, and LTE Direct Networks over Fading Channels

Debashri Roy, Mainak Chatterjee, and Eduardo Pasiliao

Elsevier Computer Communications, May 2017

Bib

@article{ROY2017,
  title = {{Video Quality Assessment for Inter-vehicular Streaming with IEEE 802.11p, LTE, and LTE Direct Networks over Fading Channels}},
  journal = {{Elsevier Computer Communications}},
  year = {2017},
  author = {{Debashri Roy} and {Mainak Chatterjee} and {Eduardo Pasiliao}},
  volume = {118},
  number = {C},
  pages = {69--80},
  doi = {https://doi.org/10.1016/j.comcom.2017.09.010}
}

2015

TODAES

FuzzRoute: A Thermally Efficient Congestion-Free Global Routing Method for Three-Dimensional Integrated Circuits

Debashri Roy, Prasun Ghosal, and Saraju P. Mohanty

ACM Transaction of Design Automation Electronic Systems, May 2015

Bib

@article{RoyTodaes2015,
  author = {{Debashri Roy} and {Prasun Ghosal} and {Saraju P. Mohanty}},
  title = {{FuzzRoute: A Thermally Efficient Congestion-Free Global Routing Method for Three-Dimensional Integrated Circuits}},
  journal = {{ACM Transaction of Design Automation Electronic Systems}},
  issue_date = {November 2015},
  volume = {21},
  number = {1},
  year = {2015},
  pages = {1--38},
  doi = {10.1145/2767127}
}