68 citations · 69 across the 5 of their papers we have counts for
9 papers · 1 filter
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.…
Reinforcement Learning for Mitigating Intermittent Interference in Terahertz Communication Networks
Reza Barazideh, Omid Semiari, Solmaz Niknam +1
Emerging wireless services with extremely high data rate requirements, such as real-time extended reality applications, mandate novel solutions to further increase the capacity of…
Federated Learning for Wireless Communications: Motivation, Opportunities and Challenges
Solmaz Niknam, Harpreet S. Dhillon, Jeffery H. Reed
There is a growing interest in the wireless communications community to complement the traditional model-based design approaches with data-driven machine learning (ML)-based soluti…
Impulsive Noise Detection in OFDM-based Systems: A Deep Learning Perspective
Reza Barazideh, Solmaz Niknam, Balasubramaniam Natarajan
Efficient removal of impulsive noise (IN) from received signal is essential in many communication applications. In this paper, we propose a two stage IN mitigation approach for ort…
Performance Analysis of Analog Intermittently Nonlinear Filter in the Presence of Impulsive Noise
Reza Barazideh, Balasubramaniam Natarajan, Alexei V. Nikitin +1
An Adaptive Nonlinear Differential Limiter (ANDL) is proposed in this paper to efficiently alleviate the impact of impulsive noise (IN) in a communication system. Unlike existing n…
Cross-layer Interference Modeling for 5G MmWave Networks in the Presence of Blockage
Solmaz Niknam, Reza Barazideh, Balasubramaniam Natarajan
Fifth generation (5G) wireless technology is expected to utilize highly directive antennas at millimeter wave (mmWave) spectrum to offer higher data rates. However, given the high…