Full-Duplex Cell-Free mMIMO Systems: Analysis and Decentralized Optimization

no code implementations • 27 Oct 2020 • Soumyadeep Datta, Dheeraj Naidu Amudala, Ekant Sharma, Rohit Budhiraja, Shivendra S. Panwar

Cell-free (CF) massive multiple-input-multiple-output (mMIMO) deployments are usually investigated with half-duplex nodes and high-capacity fronthaul links.

Quantization

FD Cell-Free mMIMO: Analysis and Optimization

no code implementations • 27 Oct 2020 • Soumyadeep Datta, Ekant Sharma, Dheeraj Naidu Amudala, Rohit Budhiraja, Shivendra S. Panwar

Cell-free (CF) massive multiple-input-multiple-output (mMIMO) deployments are usually investigated with half-duplex nodes and high-capacity fronthaul links.

Quantization

Tomography Based Learning for Load Distribution through Opaque Networks

no code implementations • 18 Jul 2020 • Shenghe Xu, Murali Kodialam, T. V. Lakshman, Shivendra S. Panwar

A key task for over-the-top (OTT) service providers who provide these applications is sending traffic through the networks to minimize delays.

BIG-bench Machine Learning

Realtime Scheduling and Power Allocation Using Deep Neural Networks

no code implementations • 18 Nov 2018 • Shenghe Xu, Pei Liu, Ran Wang, Shivendra S. Panwar

With the increasing number of base stations (BSs) and network densification in 5G, interference management using link scheduling and power control are vital for better utilization of radio resources.

Management Scheduling