66 citations · 132 across the 4 of their papers we have counts for
4 papers · 1 filter
Knowledge-Guided Learning for Transceiver Design in Over-the-Air Federated Learning
Yinan Zou, Zixin Wang, Xu Chen +2
In this paper, we consider communication-efficient over-the-air federated learning (FL), where multiple edge devices with non-independent and identically distributed datasets perfo…
A 6G White Paper on Connectivity for Remote Areas
Harri Saarnisaari, Sudhir Dixit, Mohamed-Slim Alouini +31
In many places all over the world rural and remote areas lack proper connectivity that has led to increasing digital divide. These areas might have low population density, low inco…
Air-Ground Integrated Mobile Edge Networks: Architecture, Challenges and Opportunities
Nan Cheng, Wenchao Xu, Weisen Shi +5
The ever-increasing mobile data demands have posed significant challenges in the current radio access networks, while the emerging computation-heavy Internet of things (IoT) applic…
Big Data Driven Vehicular Networks
Nan Cheng, Feng Lyu, Jiayin Chen +5
Vehicular communications networks (VANETs) enable information exchange among vehicles, other end devices and public networks, which plays a key role in road safety/infotainment, in…