Publications
For the updated list of publications, do visit google scholar page.
2024
[ACM WiSec'24] A. Chiejina, B. Kim, K. Chowdhury, and V. K. Shah, System-level Analysis of Adversarial Attacks and Defenses on Intelligence in O-RAN based Cellular Networks, in ACM WiSec 2024. (Accepted) [Preprint][Dataset]
[IEEE DySPAN 2024] P. Gajjar, A. Chiejina, and V. K. Shah, Preserving Data Privacy for ML-driven Applications in Open Radio Access Networks, in IEEE DySPAN 2024. (Accepted) [Preprint]
[IEEE DySPAN'24] T. Niloy, Z. Hassan, R. Smith, V. R. Anapana, and V. K. Shah, Context-Aware Spectrum Coexistence of Terrestrial Beyond 5G Networks in Satellite Bands, in IEEE DySPAN 2024. (Accepted) [Preprint]
[IEEE DySPAN'24] T. Niloy, S. Kumar, A. Hore, Z. Hassan, C. Dietrich, E. W. Burger, J. H. Reed, and V. K. Shah, ASCENT: A Context-Aware Spectrum Coexistence Design and Implementation Toolset for Policymakers in Satellite Bands, in IEEE DySPAN 2024. (Accepted) [Preprint]
2023
[IEEE MILCOM Demo'23] Stephenson, Nathan, Azuka Chiejina, Nathaniel Kabigting, and Vijay K. Shah, Demonstration of Closed Loop AI-Driven RAN Controllers Using O-RAN SDR Testbed, in IEEE MILCOM Demos 2023. [pdf] (Best demo award)
[IEEE JSAC'23] Reus-Muns, Guillem, Pratheek S. Upadhyaya, Utku Demir, Nathan Stephenson, Nasim Soltani, Vijay K. Shah, Kaushik R. Chowdhury, SenseORAN: O-RAN based Radar Detection in the CBRS Band, in IEEE Journal on Selected Areas in Communications SI on Open RAN, 2023 (Accepted). [pdf]
[IEEE GLOBECOM'23] Sapavath, Naveen, Brian Kim, Kaushik R. Chowdhury, and Vijay K. Shah, Experimental Study of Adversarial Attacks on ML-based xApps in O-RAN, in IEEE Global Communications Conference, 2023 (Accepted). [pdf]
[IEEE MILCOM'23] Cousik, Tarun, Vijay K. Shah, Tuyen X. Tran, Rittwik Jana, and Jeffrey H. Reed, Deep Learning based Fast and Accurate Beamforming for Millimeter-Wave Systems, in IEEE Military Communications Conference, 2023. (Accepted) [Preprint]
[IEEE WCL'23] Niloy, Ta-seen Reaz, Zoheb Hassan, Nathan Stephenson, and Vijay K. Shah. "Interference Analysis of Coexisting 5G Networks and NGSO FSS Receivers in the 12 GHz Band." IEEE Wireless Communications Letters, 2023. [Paper]
[IEEE Comm Magazine'23] Hassan, Zoheb, Erika Heeren-Moon, Javad Sabzehali, Vijay K. Shah, Carl Dietrich, Jeffrey H. Reed, and Eric W. Burger. "Spectrum sharing of the 12 GHz band with two-way terrestrial 5G mobile services: Motivations, challenges, and research road map." IEEE Communications Magazine, 2023. [Paper]
[IEEE WCOM'23] Tang, Bo, Vijay K. Shah, Vuk Marojevic, and Jeffrey H. Reed. "AI Testing Framework for Next-G O-RAN Networks: Requirements, Design, and Research Opportunities." IEEE Wireless Communications 30, no. 1, 2023. [Paper]
[IEEE INFOCOM WRKSHP'23] Oyedare, Taiwo, Vijay K. Shah, Daniel J. Jakubisin, and Jeffrey H. Reed. "Keep It Simple: CNN Model Complexity Studies for Interference Classification Tasks." in IEEE INFOCOM Workshop on Deep Learning for Wireless Communications, Sensing, and Security, 2023 (Accepted). [Preprint]
2022
[IEEE Network'22] Abdalla, Aly S., Pratheek S. Upadhyaya, Vijay K. Shah, and Vuk Marojevic. "Toward next generation open radio access networks: What O-RAN can and cannot do!." IEEE Network 36, no. 6 (2022): 206-213. [Paper]
[IEEE TNSE'22] Cousik, Tarun S., Vijay K. Shah, Tugba Erpek, Yalin E. Sagduyu, and Jeffrey H. Reed. "Deep learning for fast and reliable initial access in AI-driven 6G mm Wave networks." IEEE Transactions on Network Science and Engineering (2022). [Paper]
[IEEE TNSM'22] Karmakar, Prasenjit, Vijay K. Shah, Satyaki Roy, Krishnandu Hazra, Sujoy Saha, and Subrata Nandi. "Reliable Backhauling in Aerial Communication Networks Against UAV Failures: A Deep Reinforcement Learning Approach." IEEE Transactions on Network and Service Management 19, no. 3 (2022): 2798-2811.
[IEEE IoTJ'22] Sabzehali, Javad, Vijay K. Shah, Qiang Fan, Biplav Choudhury, Lingjia Liu, and Jeffrey H. Reed. "Optimizing number, placement, and backhaul connectivity of multi-UAV networks." IEEE Internet of Things Journal 9, no. 21 (2022): 21548-21560.
[IEEE Access'22] Oyedare, Taiwo, Vijay K. Shah, Daniel J. Jakubisin, and Jeffrey H. Reed. "Interference suppression using deep learning: Current approaches and open challenges." IEEE Access (2022).
2021
[IEEE INFOCOM'21] Choudhury, Biplav, Vijay K. Shah, Avik Dayal, and Jeffrey H. Reed. "Joint age of information and self risk assessment for safer 802.11 p based V2V networks." In IEEE INFOCOM 2021-IEEE Conference on Computer Communications, pp. 1-10. IEEE, 2021.
[IEEE IoTJ'21] Ravi, Darshan A., Vijay K. Shah, Chengzhang Li, Y. Thomas Hou, and Jeffrey H. Reed. "RAN slicing in Multi-MVNO environment under dynamic channel conditions." IEEE Internet of Things Journal 9, no. 6 (2021): 4748-4757.
[IFIP Networking'21] Dayal, Avik, Vijay K. Shah, Biplav Choudhury, Vuk Marojevic, Carl Dietrich, and Jeffrey H. Reed. "Adaptive semi-persistent scheduling for enhanced on-road safety in decentralized V2X networks." In 2021 IFIP Networking Conference (IFIP Networking), pp. 1-9. IEEE, 2021.
[IEEE MASS'21] Choudhury, Biplav, Vijay K. Shah, Aidin Ferdowsi, Jeffrey H. Reed, and Y. Thomas Hou. "AoI-minimizing scheduling in UAV-relayed IoT networks." In 2021 IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems (MASS), pp. 117-126. IEEE, 2021.
[IEEE MILCOM'21] Cousik, Tarun S., Vijay K. Shah, Jeffrey H. Reed, Tugba Erpek, and Yalin E. Sagduyu. "Fast initial access with deep learning for beam prediction in 5G mmWave networks." In MILCOM 2021-2021 IEEE Military Communications Conference (MILCOM), pp. 664-669. IEEE, 2021.
[IEEE TNSM'21] Hazra, Krishnandu, Vijay K. Shah, Satyaki Roy, Swaraj Deep, Sujoy Saha, and Subrata Nandi. "Exploring biological robustness for reliable multi-UAV networks." IEEE Transactions on Network and Service Management 18, no. 3 (2021): 2776-2788.
[IEEE WCL'21] Sabzehali, Javad, Vijay K. Shah, Harpreet S. Dhillon, and Jeffrey H. Reed. "3D placement and orientation of mmWave-based UAVs for guaranteed LoS coverage." IEEE Wireless Communications Letters 10, no. 8 (2021): 1662-1666.
[IEEE ISIE'21] Iyer, Rahul, Biplav Choudhury, Vijay K. Shah, and Ali Mehrizi-Sani. "Power systems performance under 5G radio access network in a co-simulation environment." In 2021 IEEE 30th International Symposium on Industrial Electronics (ISIE), pp. 01-06. IEEE, 2021.