1

Random Matrix for Wireless Communications

Mérouane DebbahMathematical and Algorithmic Sciences Lab, Huawei, France

20th of July, 2018

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Huawei [Wow Way]

180,000Employees

1580,000 No. 70170+ No. 83R&D Institutes

& Centers

R&D employees

Interbrand'sTop 100 Best Global Brands

Countries Fortune Global 500

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Fortune Global 500

197 companies in

GlobalJanuary to September, 2017

70%+ of revenues from global top 50

carriers

ChinaMay, 2017

21%14.3%

Hundreds of millions of consumers

ConsumerProducts & Services

A brand loved by global consumers

Global carriers

CarrierProducts & Services

Best strategic partner for carriers

Global enterprises, industries

EnterpriseProducts & Services

Enabler and preferred partner for digital transformation

Leading ICT Products, Solutions, and Services

CloudProducts & Services

An open, reliable cloud platform

Global cloud users

94 cloud services in

13categories

50+solutions

Top 3 in smartphone market shareServing global industries/

large enterprisesFast growth, reliable and secure services for customers

45 companies inFortune Global

100

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Open Innovation with Global Talents

Munich

San Diego

Silicon Valley

Dallas

Ottawa

Paris

Moscow

Beijing

SuzhouChengdu

Xi'an Nanjing

Bangalore

HangzhouWuhan

New Jersey

Chicago

Mathematics

Software, architecture, innovation, and

devices

Wireless, devices, and engineering

Stockholm

Fixed network, engineering, and quality

Microwave

Milan

Mathematics, aesthetics, and

images

Wireless and system

Singapore

Seattle

YokohamaShanghai

Wireless (short-distance)

Software engineering

Optical network and devices

Helsinki

London

Engineering, parts, audio & video, and

quality

Shenzhen

Huawei has established R&D centers in 16 cities outside of China and 8 cities in China. In the centers outside China, non-Chinese

experts account for over 90%.

The US: 800 employees (Silicon Valley, Seattle, San Diego, Dallas, and Chicago)

Canada: 300 employees (Ottawa, Montreal, Waterloo)

European Research Institute: 1,570 employees (Germany, France, the UK, Ireland, Sweden, Finland, Belgium, Italy)

India: 1,700 employees Japan: 100 employeesRussia: 200 employees Singapore: 60 employees China: +70,000 employees

11 Billion USD in R&D in 2016(14% of Revenues)> 3.5 Billion USD in Research

200 people on AI Theory

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18 local R&D-sites throughout 8 EU-countries created 1800 jobsplus Moscow and St. Petersburg, Russia, Tel Aviv, Israel, Kiev, Ukraine

Huawei European Research Institute: Structure

Establishment in Stockholm

2000

Dec 2007

Apr 2009

Mar 2009

Dec 2008

Total People in Sweden 50+

Establishment of Bonn CentreMar 2008

Jun 2008 Establishment of Milan Branch

Major Movement from Bonn to Munich

Establishment of Gothenburg branch

Establishment of Belgium Branch

Jan 2012 Establishment of UK Branch

Sept 2011 Establishment of Nuremberg Branch

Dec 2012 Establishment of Finland and Ireland branches

Mar 2016

Acquisition of CaliopaAug.2013

Establishment of France BranchOct.,2013

Aestethics research FranceMarch 2015

Quantum Commun. Germany

Jan 2017 Res. Lab in St. Petersburg Russia

IpswichDublin & Cork

Munich

Milan

LeuvenParis

Nice

Gent

Nuremburg

Berlin

Gothenburg

Lund HelsinkiStockholm

Bristol

Cambridge

Darmstadt

Areas of interest : 5G wireless IoT and embedded systems Network and SW inc. NFV, SDN Optical transmission and quantum computing Big data and cloud HW and SWIT- security Terminals and devices Silicon and above applications

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Huawei France Research Center (Paris / Nice)

Nice (Sophia Antipolis)

Paris

Created in: June 2014

R&D Staff (Jan 2018): +140

Mathematics & Algorithm lab

Consumer BG

Chipset (ISP & RF-IC teams)

Sensor Applications lab

4 R&D labs :

French Mathematical and Algorithmic Sciences Lab Overview

• Located in Boulogne Billancourt

• 70 researchers at PhD level + 11 PhDs students

• Mid-term and basic research

• 2 IEEE Fellow (Mérouane Debbah; Jean Claude Belfiore)

• 3 departments:

Communication Science

Computational Science

Mathematical Engineering Science

• Focus: 5G, beyond 5G, Optics, AI for telecom and SDN

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From Fundamental to Engineering

Fundamental Research Applied Research

In-house research and development

In-house research and cooperation

StrategicCooperation

Engineering

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HIRP: Huawei Research and Innovation Program

HIRP provides funding to support research of emerging, breakthrough innovation and critical advancement of world-changing civil technologies of mutual interest between Huawei and the academic community.Large Scale: 800+ projects over 10 years

Flexible schedule: awards may be renewed up to 3 years, based

on research outcomes and necessity for further research

Outstanding candidates: full-time faculty member at leading

universities or research institutions only

Long term Win-Win relationship

State-of-art Research

IndustrialAcademicCutting edge NeedsInnovation Seeds

HIRP

Vision：Foster research and innovation in ICT area to enable a better connected world.

HIRP FLAGSHIP HIRP ExploratoryHIRP OPEN

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20 Advanced Mathematical Tools for Engineering

Discipline of Random Matrix Theory Discipline of Free Probability Theory Discipline of Stochastic Geometry Discipline of Discrete Mathematics Discipline of Statistics Discipline of Game Theory Discipline of Mean Field Theory Discipline of Information Theory Discipline of Signal Processing Discipline of Queuing Theory Discipline of Estimation Theory Discipline of Decision theory Discipline of Probability Theory Discipline of Optimization Theory Discipline of Statistical Mechanics Discipline of Factor Graphs Discipline of Control Theory Discipline of Learning theory Discipline on Partial Differential Equations Theory Discipline of Optimal Transport Theory

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