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Neural networks address the challenges of CSI reporting in 5G NR

September 4, 2019

Introduction

The performance specification for 5G is much more demanding than for previous generations of mobile networks, requiring high data rates, (up to 20 Gbps), very low latency, (< 1 mSec), ultra-high reliability, energy efficiency and very high numbers of connected devices. To meet these challenges a completely new air interface has been developed for 5G, 5G New Radio, (5G NR) which must support frequencies from low band all the way up to 100 GHz.

MU-MIMO and beamforming are two core techniques used within 5G networks which lead to multiple signal paths between base station and user equipment, each with different propagation characteristics.

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