Intelligent O-RAN for Beyond 5G and 6G Wireless Networks

no code implementations • 17 May 2020 • Solmaz Niknam, Abhishek Roy, Harpreet S. Dhillon, Sukhdeep Singh, Rahul Banerji, Jeffery H. Reed, Navrati Saxena, Seungil Yoon

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.

Management

Federated Learning for Wireless Communications: Motivation, Opportunities and Challenges

no code implementations • 30 Jul 2019 • 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 solutions.

Federated Learning Privacy Preserving