Northeastern University Wireless Networks and Embedded Systems Lab
Daniel Uvaydov

Daniel Uvaydov

PhD Student

Wireless Networks and Embedded Systems Laboratory
Department of Electrical and Computer Engineering
Northeastern University,
140 Fenway, Boston, MA 02115.

Email: uvaydov.d@husky.neu.edu






Biography

Daniel Uvaydov obtained his B.S. in Electrical Engineering from the Department of Electrical Engineering at the University at Buffalo (UB), The State University of New York, Buffalo, NY, USA in May, 2018. He was under the advisement of Professor Josep M. Jornet with whom he also did research on Intra-body Optical Communications and 5G Communications Testbeds. Currently he is a PhD candidate in Electrical Engineering at the College of Engineering in Northeastern University. He is also a research assistant in the WiNES lab at Northeastern University under the advisement of Professor Tommaso Melodia. His research interests include Intra-body Wireless Networks and Embedded Deep Learning for the Internet of Things and Internet of Medical-Things.

Research

  • Embedded Deep Learning for Wireless Communications

  • Embedded Deep Learning for Seizure Prediction

  • Intra-body Wireless Networks

Publications

  • C. Robinson, D. Uvaydov, S. D'Oro, T. Melodia, "DeepSweep: Parallel and Scalable Spectrum Sensing via Convolutional Neural Networks,", Proc. of IEEE Intl. Conf. on Machine Learning for Communication and Networking (ICMLCN), Stockholm, Sweden, September 2024. [pdf] [bibtex]

  • A. Saeizadeh, D. Schonholtz, D. Uvaydov, R. Guida, E. Demirors, P. Johari, J. M. Jimenez, J. S. Neimat, T. Melodia, "SeizNet: An AI-Enabled Implantable Sensor Network System for Seizure Prediction," Proc. of IEEE/IFIP Wireless On-demand Network systems and Services Conference (WONS), Chamonix, France, January 2024. [bibtex]

  • D. Uvaydov, M. Zhang, C. Robinson, S. D'Oro, T. Melodia and F. Restuccia, "Stitching the Spectrum: Semantic Spectrum Segmentation with Wideband Signal Stitching," Proc. of IEEE Intl. Conf. on Computer Communications (INFOCOM), Vancouver, BC, Canada, May 2024. [pdf] [bibtex]

  • D. Villa, D. Uvaydov, L. Bonati, P. Johari, J. M. Jornet, and T. Melodia, "Twinning Commercial Radio Waveforms in the Colosseum Wireless Network Emulator," Proc. of the 17th ACM Workshop on Wireless Network Testbeds, Experimental evaluation & CHaracterization (WiNTECH 2023), Madrid, Spain, October 2023. [pdf] [bibtex]

  • D. Uvaydov, D. Unal, K. Enhos, E. Demirors and T. Melodia, "Sonair: Real-Time Deep Learning For Underwater Acoustic Spectrum Sensing and Classification," in Proc. of IEEE International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Pafos, Cyprus, June 2023. [pdf] [bibtex]

  • C. Robinson, D. Uvaydov, S. D'Oro, and T. Melodia, "Narrowband Interference detection via Deep Learning," in ICC 2023 - IEEE International Conference on Communications, Rome, Italy, May 2023. [pdf] [bibtex]

  • D. Uvaydov, R. Guida, P. Johari, F. Restuccia, and T. Melodia, "AiEEG: Personalized Seizure Prediction Through Partially-Reconfigurable Deep Neural Networks," Proc. of IEEE Intl. Conference on Pervasive Computing and Communications (PerCom 2022), March 2022. [pdf] [bibtex]

  • D. Uvaydov, S. D'Oro, F. Restuccia, and T. Melodia, "DeepSense: Fast Wideband Spectrum Sensing Through Real-Time In-the-Loop Deep Learning," in Proc. of IEEE Intl. Conf. on Computer Communications (INFOCOM), Vancouver, BC, Canada, May 2021. [pdf] [bibtex]

  • D. Uvaydov, "Light/Matter Interactions: A Novel Simulation Platform for Intra-body Nanoscale Optical Communications," in Proc. of the IEEE MIT Undergraduate Research Technology Conference (URTC), Boston, Massachusetts, USA, November, 2017.

  • S. K Saha, Y. Ghasempour, M. K. Haider, T. Saddiqui, P. DeMelo, N. Somanchi, L. Zakrajsek, A. Singh, O. Torres, D. Uvaydov, J. M. Jornet, E. Knightly, D. Koutsonikolas, D. Pados and Z. Sun, "X60: A Programmable Testbed for Wideband 60 GHz WLANs with Phased Arrays," in Proc. of the 11th ACM International Workshop on Wireless Network Testbeds, Experimental evaluation & CHaracterization (WiNTECH 2017), Snowbird, Utah, USA, October 20, 2017. (Runner up for Best Paper Award)

  • S. K Saha, Y. Ghasempour, M. K. Haider, T. Saddiqui, P. DeMelo, N. Somanchi, L. Zakrajsek, A. Singh, O. Torres, D. Uvaydov, J. M. Jornet, E. Knightly, D. Koutsonikolas, D. Pados and Z. Sun, "X60: Poster: X60: A Programmable Testbed for Wideband 60 GHz WLANs with Phased Arrays," in Proc. of the 23rd ACM Annual International Conference on Mobile Computing and Networking (MobiCom 2017), Snowbird, Utah, USA, October 20, 2017.

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