86 citations · 281 across the 11 of their papers we have counts for
11 papers
Adaptive RRI Selection Algorithms for Improved Cooperative Awareness in Decentralized NR-V2X
Avik Dayal, Vijay K. Shah, Harpreet S. Dhillon +1
Decentralized vehicle-to-everything (V2X) networks (i.e., C-V2X Mode-4 and NR-V2X Mode-2) utilize sensing-based semi-persistent scheduling (SPS) where vehicles sense and reserve su…
Keep It Simple: CNN Model Complexity Studies for Interference Classification Tasks
Taiwo Oyedare, Vijay K. Shah, Daniel J. Jakubisin +1
The growing number of devices using the wireless spectrum makes it important to find ways to minimize interference and optimize the use of the spectrum. Deep learning models, such…
Line-of-Sight Probability for Outdoor-to-Indoor UAV-Assisted Emergency Networks
Gaurav Duggal, R. Michael Buehrer, Nishith Tripathi +1
For emergency response scenarios like firefighting in urban environments, there is a need to both localize emergency responders inside the building and also support a high bandwidt…
AI Testing Framework for Next-G O-RAN Networks: Requirements, Design, and Research Opportunities
Bo Tang, Vijay K. Shah, Vuk Marojevic +1
Openness and intelligence are two enabling features to be introduced in next generation wireless networks, e.g. Beyond 5G and 6G, to support service heterogeneity, open hardware, o…
Probability-Reduction of Geolocation using Reconfigurable Intelligent Surface Reflections
Anders M. Buvarp, Daniel J. Jakubisin, William C. Headley +1
With the recent introduction of electromagnetic meta-surfaces and reconfigurable intelligent surfaces, a paradigm shift is currently taking place in the world of wireless communica…
Prototyping Next-Generation O-RAN Research Testbeds with SDRs
Pratheek S. Upadhyaya, Aly S. Abdalla, Vuk Marojevic +2
Open RAN (O-RAN) defines an emerging cellular radio access network (RAN) architecture for future 6G wireless networks, emphasizing openness and intelligence which are considered th…
A Practical AoI Scheduler in IoT Networks with Relays
Biplav Choudhury, Prasenjit Karmakar, Vijay K. Shah +1
Internet of Things (IoT) networks have become ubiquitous as autonomous computing, communication and collaboration among devices become popular for accomplishing various tasks. The…
Interference Suppression Using Deep Learning: Current Approaches and Open Challenges
Taiwo Oyedare, Vijay K Shah, Daniel J Jakubisin +1
In light of the finite nature of the wireless spectrum and the increasing demand for spectrum use arising from recent technological breakthroughs in wireless communication, the pro…
Decentralized Spectrum Access System: Vision, Challenges, and a Blockchain Solution
Yang Xiao, Shanghao Shi, Wenjing Lou +5
Spectrum access system (SAS) is widely considered the de facto solution to coordinating dynamic spectrum sharing (DSS) and protecting incumbent users. The current SAS paradigm pres…
Artificial Intelligence in Open Radio Access Network
Paul H. Masur, Jeffrey H. Reed
This tutorial seeks to outline the proposed Open Radio Access Network (O-RAN) deployment for Fifth generation (5G) wireless networks. O-RAN seeks to supplant hardware-specific Radi…
Intelligent O-RAN for Beyond 5G and 6G Wireless Networks
Solmaz Niknam, Abhishek Roy, Harpreet S. Dhillon +5
Building on the principles of openness and intelligence, there has been a concerted global effort from the operators towards enhancing the radio access network (RAN) architecture.…