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Master's degree Communicating systems in complex environments

Macaron diplôme national de Master contrôlé par l'Etat
Bac+1
Bac+2
Bac+3
Bac+4
Bac+5
M1
M2
Field(s)
Sciences and engineering
Degree
Master's degree  
Mention
Electronics, electrical energy and automation  
Program
Communicating systems in complex environments  
How to apply
Apprenticeship, Continuing education, Initial training, Recognition of prior learning  
Course venue
Campus Marne la Vallée - Champs sur Marne, Bâtiment Copernic
Capacities
15  
Training from

Entry requirements

This M2 programme is open to:

1- students from Université Gustave Eiffel who have passed M1 in Electronics, Electrical Energy and Automation

2- students from another French university who have passed M1 in Electronics, Electrical Energy and Automation or equivalent

3- foreign students with a degree equivalent to the Master’s in Electronics, Electrical Energy and Automation

4- students from co-accredited institutions studying a double-degree in the final year of their program

Benefits of the program

The course provides skills related to design techniques at different levels (systems, subsystems, circuits and components) in the following areas:

- Theoretical: RF, microwave and optical communications

- Methodological: computational electromagnetics and microwave and optical circuit modelling and design tools for propagation channels

- Practical: measurement and characterisation of microwave and optical devices

Acquired skills

The course provides skills related to design techniques at different levels (systems, subsystems, circuits and components) in the following areas:

- Theoretical: RF, microwave and optical communications

- Methodological: computational electromagnetics and microwave and optical circuit modelling and design tools for propagation channels

- Practical: measurement and characterisation of microwave and optical devices

International

Some classes in this M2 programme are shared with ESIEE Paris classes and attended by international students, specifically those in the ERASMUS and GP CODS program. These units are taught in English.

 

M2 students can complete their internship abroad with the support of the university’s International Relations Department.

Capacities

15

Course venue

Campus Marne la Vallée - Champs sur Marne, Bâtiment Copernic

Your future career

Graduates of this program have two options:

- Pursuing further PhD studies, then employment as a researcher, faculty member or engineer

- Direct employment as a research engineer, integration engineer, test and validation engineer, or research and development engineer

Professional integration

The sectors of activity include:

 

- Telecommunications: mobile telephony, high-speed networks (optical fibre, Hertzian)

 

- Connected objects and RFID

 

- High frequency electronics, integrated circuits

 

- Metrology, EM and CEM measurement

Study objectives

The aim of this programme is to train students in designing communicating systems for complex and non-controlled environments, for a variety of frequency ranges from RF to optical. This course is oriented towards both research and industry, even if it is more focused on preparing students to pursue research.

 

The course provides skills related to design techniques at different levels - systems, subsystems, circuits and components, in both microwave and optical frequencies. In addition to the skills acquired in the obligatory units, students will have the opportunity to personalise their programme by choosing optional units in line with their objectives, allowing them to develop a set of specific skills.

 

The obligatory units cover the following aspects:

 

- design techniques for radio access networks,

 

- theoretical concepts for modelling electromagnetic phenomena and antenna design,

 

- design and measurement of passive and active elements in radiofrequency transmission / reception architecture,

 

- study and sizing of optoelectronic systems.

 

After completing the programme, graduates will have the following skills:

 

- Theoretical: RF, microwave and optical communications,

 

- Methodological: computational electromagnetics and microwave and optical circuit modelling and design tools for propagation channels,

 

- Practical: measurement and characterisation of microwave and optical devices.

Major thematics of study

Digital communication, signal processing, microwave frequency, circuit design, electromagnetics, radio wave propagation, antennas, optoelectronics, digital modelling, applied mathematics.

Calendar

Classes take place between mid-September and end of February.

Work placements are from March, for a duration of four to six months.

Options

Students choose four out of ten optional units, to personalise their programme and thus develop a set of specific skills:

 

- Radio access systems for cellular networks

 

- Radio transmitter architectures and related processing

 

- Microwave and millimetre-wave integrated circuits

 

- Very high speed optical links

 

- MEMS micro-sensors

 

- Computational electromagnetics

 

- Statistical methods applied to electromagnetics

 

- Radio wave propagation

 

- Energy harvesting for the Internet of Things

 

- Next-generation optical transmission systems

Semester 3

CoursesECTSCMTDTP
Analyse de Cycle de Vie

3h 9h
Radio access networks

Objective: This unit aims to address, from a "system" point of view, the design of a radio access network. The backbone of the course is the establishment of the link budget of a transmission and the capacity, in terms of the number of users, that a radio access system can offer. The course illustrates different concepts through 30 years of evolution (1990-2020) of radio access standards (2G, 3G, 4G, 5G). The basic elements of signal processing and the main principles of digital modulations are recalled. The different radio access modes are analysed. Content: Free space link budget, link budget with losses, radio channel capacity, Erlang laws, digital modulation, TDMA, CDMA and OFDMA access, OFDM multiplexing, protection against multipath interferences, antenna processing, beamforming and MIMO.

3 21h 3h
Advanced electromagnetics

Objective: demonstrate the need for electromagnetic studies in the design of devices constituting a high-frequency communication system, obtain a solid theoretical knowledge and acquire the practical expertise for the electromagnetic modelling of a system, highlight the aspects of free and guided propagation, understand the problem of radiation and the principle of antennas' operation. Content: vector operators, Maxwell equations, plane waves, evanescent waves, polarisation, propagation in a heterogeneous medium, ray approximation, Hertz potentials, Green's theorem, radiation, equivalence principles.

3 27h 6h
RF circuits and systems

Objective: The aim of this course is to study the main passive and active RF and microwave functions required in any communication system architecture design ("front-end" of a reception system). Content: reminder of the principles of transmission lines (coaxial, two-wire, fiber, waveguide, strip line), reminder on [S] matrix and its properties, printed passive circuits, axial symmetry circuits (analysis in odd / even modes), lumped element impedance matching, noise and non-linearity in RF circuits, RF and microwave active function design (low noise amplifier, power amplifier, maximum gain amplifier, mixer, oscillator), active circuit CAD RF and microwave.

3 22h 2h 8h
Optoelectronics

Objective: This module is a first introduction to the problems encountered during the transmission of telecommunication signals on optical fiber for the proper design of an optical link. Content: general architecture of optical networks, WDM links, guided wave phenomena, impact of linear effects during propagation, establishment of a link budget, light-matter interaction mechanisms and associated evolution equations, physics of EDFA amplifiers and the main end components (DBR, DFB, Fabry-Pérot laser sources and PIN or avalanche photodiodes), calculations of the different contributions to the noise in a link (optical sources side and reception side) and calculation of the SNR at the end of the link, origin of the fundamental reasons limiting the capacity of a link.

3 27h 9h
Antennas

Objective: The objective of this course is to train students in antenna design techniques. Theoretical and applicative characteristics of antennas in the fields of telecommunications, the Internet of Things, remote sensing and localisation are studied using simple or advanced concepts and taking into account the engineering and research aspects. Content: general antenna properties (impedance and radiation pattern), wired antennas, aperture antennas, printed antennas, directional antennas, miniature antennas, antenna array, multi-antenna system, power supply circuits, projects using NEC / HFSS for design, realisation and measurements of miniature antennas.

3 7h 3h
Microwave and millimeter integrated circuits

Objectif : Cet enseignement a pour objectif d’étudier les principales fonctions passives et actives RF et micro-ondes nécessaires dans toute conception d’architecture de systèmes de communication ("front-end" d’un système de réception). Contenu : rappel sur les principes de lignes de transmission (coaxial, bifilaire, fibre, guide, ligne à bandes), rappel sur la matrice [S] et ses propriétés, circuits passifs imprimés, circuits à symétrie axiale (analyse en modes pair/impair), adaptation d’impédance par éléments localisés, bruit et non-linéarité dans les circuits RF, conception de fonctions actives RF et micro-ondes (amplificateur faible bruit, amplificateur de puissance, amplificateur à gain maximum, mélangeur, oscillateur), CAO des circuits actifs RF et micro-ondes.

3 24h 2h 9h
Techniques de mesures hyperfréquences

Objectif : Ce cours porte sur les techniques de mesure impliquées dans la caractérisation de composants, dispositifs, circuits et systèmes dans les différents domaines des hyperfréquences : couvrant les fréquences radio et micro-ondes et allant au niveau du système et de la communication numérique. L’objectif est de donner aux étudiants une connaissance à la fois théorique et pratique de ces techniques de mesures et de parfaire leur autonomie lors de l’utilisation des appareils de mesure de pointe. Contenu : introduction des appareils de mesure dans le domaine des hyperfréquences (e.g. analyseur de spectre, analyseur de réseau vectoriel), études de différentes techniques de calibration (e.g. TRL, SOLT), TP de mesures d’un amplificateur faible bruit, TP de mesures d’un amplificateur de puissance, TP de mesures sur la transposition de fréquences et la PLL RF, TP de mesures sur la technologie RFID.

3 6h 6h 16h
Radio access systems for cellular networks

Objective: This unit aims to present the evolution of cellular communication networks, in particular on the radio access part. The implementation of the basic principles of current and new radio functions, from signal processing and digital communications (OFDM, OFDMA, MIMO, digital modulations, channel protection), in the 4G and 5G radio interfaces will be studied. This course also focuses on new concepts, such as interference management, carrier aggregation, massive MIMO or non-orthogonal approaches (NOMA). Content: cellular deployment, frequency reuse, frequency planning, radio coverage calculation and system capacity, SISO and MIMO (standard) radio-mobile channel modelling, description of physical layers, interference management mechanisms, new functionalities of 4G radio technologies (LTE, LTEadv), the new 5G radio (NR).

3 18h 3h
Radio transmitter architectures and companion processing

Objective: This unit presents different aspects of the architecture of wireless transceivers. It analyses the interactions between the baseband part and the RF part of a transceiver. It exposes the choices and possible compromises for the optimisation of a global architecture according to the system constraints and the sensitivities of the modulations used compared to the imperfections of the architectures. It ends with an introduction to software radio. Content: Characteristics of waveforms used in radio communication systems and crest factor reduction techniques, quantification of transceiver imperfections, LAB with USRP software radio cards on a basic digital communication link, transmitter linearisation techniques, evolution towards software radio, study of the influence of the RF segment as a function of the type of digital modulation.

3 11h 2h 8h
Radio wave propagation

Objective: study the physical mechanisms of the propagation of radio waves, deepen the notions of wave propagation according to different contexts of the deployment of the communication systems, study the existing models and the associated parameters for radio channel modelling in different communication systems, establish the appropriate link budgets. Content: microwave radio, mobile radio, indoor channel, broadband communication, study of scientific articles and oral presentations.

3 21h 3h
Computational electromagnetics

Objective: study the principles and properties of different computational techniques in electromagnetics, explain the functionality of electromagnetic simulators according to their computing method. Content: Finite Difference Time Domain method (FDTD), Transmission Line Matrix method (TLM), Finite Element Method (FEM), Method of Moments (MOM), asymptotic methods such as Geometrical Optics and Physical Optics (GO, PO), LAB sessions with Matlab (FDTD, MOM), LAB session with Ansoft Designer (FEM).

3 21h 9h
Statistical methods applied to electromagnetics

Objective: Uncertainty quantification is the end-to-end study of the impact of all forms of error and uncertainty in the models arising in the applications. During the last decade, this research area has gained importance at the interface of applied mathematics, statistics, computational science, and many applications in science and engineering. This course introduces the basic concepts of uncertainty quantification: probabilistic modelling of data, uncertainty propagation techniques and sensitivity analysis. Content: probabilistic modelling (introduction to copula theory), uncertainty propagation (Monte Carlo simulation and polynomial chaos expansions) and sensitivity analysis (correlation measures, Sobol' indices), practical work using Matlab and UQLab.

3 15h 9h
Energy harvesting for Internet of Things

Objective: Energy harvesting has recently become a solution for powering up autonomous sensors. This is a key point for the success of wireless sensor networks and the Internet of Things (IoT). The objective of this course is to present different techniques used for the production of electrical energy from the sensor environment. Special attention will be given to energy harvesting technologies from electromagnetic waves and from mechanical vibrations. Content: mechanical energy harvesting (electrostatic and piezoelectric transductions), triboelectric devices, wireless energy transfer: near-field systems (inductive coupling, resonant inductive coupling), wireless energy transfer: far-field systems (rectenna: components, RF-DC conversion mechanism, topologies and networks), design considerations, application to wireless communicating sensors power supply

3 18h 8h
MEMS micro-sensors

I. Basic of MEMS fabrication : Reminder of MEMS fabrication, Tutorial on MEMS fabrication II. Inertial MEMS : MEMS accelerometer, Tutorial on MEMS accelerometer, Coventor lab on MEMS accelerometer, MEMS gyroscope, ANSYS tutorial on MEMS gyroscope III. Other MEMS applications : MEMS sensors for environment, MEMS sensors for healthcare, MEMS sensors for biology, MEMS sensors for energy, MEMS sensors for airborne particle contamination

3 17h 7h 6h
Optical link for very high throughput

Objective: provide the basis of optical link design for very high throughput, characterisation of the key components of the link (laser source, photodetector, modulator, optical fiber), knowledge of the architectures (direct modulation / direct detection, phase modulation / coherent detection) and their respective advantages, understand the impact of the sources of noise and nonlinearities of different components on the quality of an opto-microwave link. Content: characteristics of the various components, presentation of the different possible architectures, definition of the noise sources of the various components (RIN, optical phase noise, shot noise, dark noise, thermal noise, conversion of phase noise / intensity noise), simulation of the electrical gain and electrical noise factor of a very high throughput link for different parameters (optical losses, frequencies, laser polarisation current).

3 18h 3h
Next-generation optical transmission systems

Objective: present recent technologies to increase the amount of information transmitted in the same optical fiber. Content: principles of intensity-modulated WDM optical links, coherent systems and complex modulation format, architecture of associated transmitters and receivers, polarisation multiplexing and spatial multiplexing techniques, linear and nonlinear effects of propagation, broadband amplification, optical transmission quality criteria and fundamental limitations, optical filtering for very high throughput transmission systems and applications to ROADM nodes of flexible optical networks, electro-optical modulation and its applications to the transport of information.

3 18h 3h 3h

Semester 4

CoursesECTSCMTDTP
Internship

During 4 to 6 months

30

RICHALOT-TAISNE Elodie (M1-M2)

MOSTARSHEDI Shermila (M2)

Academic coordinator

SPAENS Julia (M1-M2)

Academic secretary
Phone number : 01 60 95 72 04
Building : Copernic
Office : 2B179

SOLTANI Amel

Gestionnaire VAE
SOLTANI Amel
Gestionnaire VAE
Partners

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