Course Syllabus Department: Electronics Semester€8enseirb-matmeca.bordeaux-inp.fr/syllabus/pdf/syllabus_EN_E_8.pdf · Course Syllabus EX201 Personalized module (2) P. LANUSSE (Resp.)

Course SyllabusDepartment:ElectronicsSemester 8

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http://www.enseirb-matmeca.fr

Course Syllabus

ElectronicsSemester 8 -

MODULE UE INTITULÉ INTERVENANTS COEF./ECTS

E8-A Micro informatics Y. BORNAT (Resp.) 8.00

MI201 Micro informatics 2.00 p. 44MI202 Micro informatic project Y. BORNAT (Resp.)

V. LEBRET2.00 p. 45

MI203 Introduction to Operating Systems P. KADIONIK (Resp.) 1.00 p. 46PG208 Object Oriented Programming in C++ B. LE GAL (Resp.) 3.00 p. 47

E8-B Automatic control and Signal processing M. DONIAS (Resp.)P. MELCHIOR (Resp.)

5.00

AU205 Digital control system P. MELCHIOR (Resp.) 1.50 p. 8AU208 Automatic control practical lessons 2 P. LANUSSE

P. MELCHIOR (Resp.)1.00 p. 11

TS206 Introduction to image processing Y. BERTHOUMIEU (Resp.)M. DONIAS

1.50 p. 53

TS208 Filter and estimation design E. GRIVEL (Resp.) 1.00 p. 54

E8-C Electronics Y. DEVAL (Resp.) 3.00

EA202 PLL: Principle and Applications Y. DEVAL 0.50 p. 21EA212 Electronic circuits practical lessons 2 N. DELTIMPLE

P. DONDON (Resp.)V. LEBRETG. MORIZET

1.00 p. 22

EA222 Noise in the electronics components G. COUTURIER (Resp.) 0.50 p. 26EA229 CEM des circuits électroniques J. VINASSA (Resp.) 1.00 p. 27

E8-D Optional Unit of Learning P. LANUSSE (Resp.) 5.00

UV au choix parmi les suivantes

E8-G Mixed Electronics and HF circuits 9.00 p. 2

E8-H Automatic Control 9.00 p. 3

E8-I Signal and image processing 9.00 p. 4

E8-J Heterogeneous digital electronic systems 9.00 p. 5

E8-E Languages and Management P. FLOQUET (Resp.) 5.00

CE209 management control É. ASTIEN (Resp.) 1.50 p. 14CE212 Quality management J. MARGUERAT 0.50 p. 16LC205 English S8 K. BEIRNE

P. CROCKERJ. FAUCHER (Resp.)P. FLOQUET (Resp.)S. MÉDINA (Resp.)L. STEVENS-LARRE

2.00 p. 37

LC214 2nd Foreign Language S8 K. BEIRNE (Resp.)I. CANOYRA UBEDAM. EUGENEJ. FAUCHERP. FLOQUETS. MÉDINA (Resp.)A. MEDJTOUHM. RASTREROT. SHOCHIA. VELASQUEZ

1.00 p. 39

SE200 Initiation à la recherche B. LE GAL (Resp.) 0.00 p. 50

E8-G Mixed Electronics and HF circuits F. RODES (Resp.) 9.00Option pour E8-D (p. 2)

EA201 High Speed Linear Circuits Y. DEVAL (Resp.) 1.50 p. 20

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Course Syllabus

EA215 RF techniques F. RODES (Resp.) 2.00 p. 24EX200 Personalized module (1) P. LANUSSE (Resp.) 1.00 p. 33

CE200 Management system J. MARGUERAT (Resp.) p. 12

CE203 Economic intelligence C. DELESSE (Resp.) p. 13

CE210 Software law S. CANEVETF. PELLEGRINI (Resp.)

p. 15

CE215 Introduction to financial markets É. ASTIEN (Resp.) p. 17

CE219 management of innovative projects B. BERDEU (Resp.) p. 18

CE235 Sciences techniques et sociétés N. BONNETON p. 19

EA214 Power electronics 2 S. AZZOPARDI (Resp.) p. 23

EN216 Conception d'un processeur avec jeu d'instructionsélémentaires

D. DALLET (Resp.) p. 32

EX213 Module libre extérieur P. LANUSSE (Resp.) p. 35

IT221 Introductory course on programming with real-time Labview V. COUDRE (Resp.) p. 36

LC206 TOEIC Re-sit S8 K. BEIRNEJ. FAUCHERP. FLOQUET (Resp.)S. MÉDINA

p. 38

ME200 Nanoelectronics S. RENAUD (Resp.) p. 41

ME201 Microsystems C. DEJOUS (Resp.)V. RAIMBAULT

p. 42

EX201 Personalized module (2) P. LANUSSE (Resp.) 1.00 p. 34 CE200 Management system J. MARGUERAT (Resp.) p. 12



p. 15








p. 38



p. 42

PR214 Thematic project S. AZZOPARDIY. BERTHOUMIEUY. BORNATP. DONDONM. DONIASP. LANUSSEV. LEBRETP. MELCHIORG. MORIZETF. RODES (Resp.)P. VALLETJ. VINASSA

3.50 p. 48

E8-H Automatic Control 9.00Option pour E8-D (p. 2)

AU204 Nonlinear system - part 2 A. OUSTALOUP (Resp.) 1.00 p. 7AU206 State space modeling, observation and control P. LANUSSE (Resp.) 1.50 p. 9AU207 Implementing control systems P. LANUSSE (Resp.)

P. MELCHIOR1.00 p. 10




p. 15



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Course Syllabus








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p. 42




p. 15








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3.50 p. 48

E8-I Signal and image processing 9.00Option pour E8-D (p. 2)




p. 15










p. 38



p. 42

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Course Syllabus




p. 15








p. 38



p. 42


3.50 p. 48

TS200 Signal compression Y. BERTHOUMIEU (Resp.)M. DONIAS

1.25 p. 51

TS205 Advanced digital communication G. FERRE (Resp.) 1.50 p. 52TS221 Image processing practical lessons M. DONIAS (Resp.) 0.75 p. 55

E8-J Heterogeneous digital electronic systems 9.00Option pour E8-D (p. 2)

EN210 Advanced micro informatics J. CRENNE (Resp.) 2.00 p. 29EN211 Machine to machine Y. BORNAT (Resp.) 0.50 p. 30EN212 Systems on programmable chips Y. BORNAT (Resp.) 1.00 p. 31EX200 Personalized module (1) P. LANUSSE (Resp.) 1.00 p. 33

CE200 Management system J. MARGUERAT (Resp.) p. 12



p. 15










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p. 42




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Course Syllabus








p. 38



p. 42


3.50 p. 48

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Course Syllabus

AU204 : Nonlinear system - part 2Shared by UV(s) :

E8-H Automatic Control p. 3

Crédits ECTS :

1.00

Évaluation :

S1: ET(1h20,E) x1

Number of hours :Lecture : 8.00

Teacher(s) :OUSTALOUP Alain

Title :Nonlinear system - part 2

Abstract :This module follow AU201 (Linearizing approach and linear automatic control) and AU209 (Nonlinear systems -part 1) courses. It deals with the state space representation of the behavior of nonlinear systems and the study oftheir stability with the Lyapunov theory.

Plan :* State-space plane representation.* Definition and construction state-space trajectories.* Singular point : Definition for linear and nonlinear systems* Definition of Lyapunov stabilities.* Use of Lyapunov theorem to analyse the stability of nonlinear systems

Prerequisite :Linearizing approach and linear automatic control (AU201) and Nonlinear systems - part 1 (AU209)

Keyword(s) :Control engineering, State-space plane method, Lyapunov stability analysis

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Course Syllabus

AU205 : Digital control systemShared by UV(s) :

E8-B Automatic control and Signal processing p. 2

Crédits ECTS :

1.50

Évaluation :

S1: ET(1h20,E) x1

Number of hours :Lecture : 10.66Combined lecture and tutorial classes : 8.00Individual work : 10.00

Teacher(s) :MELCHIOR Pierre

Title :Digital control system

Abstract :

Plan :

Document(s) :

Keyword(s) :

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Course Syllabus

AU206 : State space modeling, observation and control Shared by UV(s) :


Crédits ECTS :

1.50

Évaluation :

S1: ET(1h20,E,da,ca) x0.75 + Proj x0.25

Number of hours :Lecture : 10.66Combined lecture and tutorial classes : 8.00Practical work : 8.00

Teacher(s) :LANUSSE Patrick [email protected] 05 4000 2417

http://www.enseirb.fr/~lanusse

Title :State space modeling, observation and control

Abstract :Dynamic systems are often modelled using transfert functions that take into account their input/output behavior.Unlikely, that modelling does not always permit to take into account all the internal states of the system. Thestate-space representation is an other way to model systems. It permits to save all parts of the systems. The aimof this course is to present how system could be modelled and control using the state space representation. Theobservability and controlability criterion will be used to design state observers and state feedback controllers. 8hours will permit to model a magnetic levitation system and to design an observer/controller.

Plan :* State and state-space representation of a system.* Various form of state-space representation.* Transition matrix properties.* Controllability and observability.* Design of an observer.* State feedback controller.

Prerequisite :Linear systems and linear control systems.Matrix calculus.

Document(s) :83 page lecture notes

Keyword(s) :Control engineering, State-space representation, State-space feedback controller, Observer.

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mailto:[email protected]





Course Syllabus

AU207 : Implementing control systemsShared by UV(s) :


Crédits ECTS :

1.00

Évaluation :

S1: Proj x0.5 + CC(CR TP) x0.5

Number of hours :Combined lecture and tutorial classes : 6.00Practical work : 6.00


http://www.enseirb.fr/~lanusseMELCHIOR Pierre

Title :Implementing control systems

Abstract :-Design of a linear robust controller for a nonlinear system-Control of an electromechanical system with a strong stauration of the control effort. Analysis of the windupphenomenon and design of an antiwindup system with Matlab/Simulink.

Prerequisite :Linear control design and describing function analysis.

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Course Syllabus

AU208 : Automatic control practical lessons 2Shared by UV(s) :


Crédits ECTS :

1.00

Évaluation :

S1: CC (CR TP) x1

Number of hours :Practical work : 12.00


http://www.enseirb.fr/~lanusseMELCHIOR Pierre

Title :Automatic control practical lessons 2

Abstract :Commande d'un asservissement de vitesse avec action de préfiltrage et cahier des charge réaliste.(Manipulation sur Banc moteur à courant continu Leroy Somer 300W).

Commande en tout ou rien d'une enceinte thermique avec observation et minimisation du phénomène depompage

Synthèse fréquentielle d'un correcteur numérique à l'aide des transformations en Delta et W(bilinéaire),application à la commande numérique d'un asservissement de vitesse.

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Course Syllabus

CE200 : Management systemShared by choice module(s) :

EX200 Personalized module (1) p. 33EX201 Personalized module (2) p. 34EX202 Modules "Cultures de l'ingénieur" (choisir 1 module exactement) p. 0EX206 Module list (engineer culture) p. 0EX215 Optional units O82 (if B2 not validated, LC206+1 unit CExxx) p. 0EX216 Optional units O82 (if B2 validated, 3 units CExxx) p. 0

Crédits ECTS :

1.00

Évaluation :

S1: ET x1


Teacher(s) :MARGUERAT Jean-Michel

Title :Management system

Abstract :Formation access to the current requirements of companies in terms of quality, safety and environment.

Plan :

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Course Syllabus

CE203 : Economic intelligenceShared by choice module(s) :


Crédits ECTS :

1.00

Évaluation :

S1: CC x1


Teacher(s) :DELESSE Claude

Title :Economic intelligence

Abstract :

Plan :

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Course Syllabus

CE209 : management controlShared by UV(s) :

E8-E Languages and Management p. 2I8-D Languages and Management p. 0M8-D Languages and Management for Engineers p. 0

Crédits ECTS :

1.50

Évaluation :

S1: ET(1h,E,da,ca) x1; S2: ET(1h,E,da,ca) x1


Teacher(s) :ASTIEN Éric

Title :management control

Abstract :Présenter les technique de calcul de coût dans le cadre d'une gestion de projet.Présenter une initiation au contrôle de gestion.

Plan :http://moodle.ipb.fr/course/view.php?id=443#section-0

Prerequisite :Gestion comptable

Document(s) :Feuille A4 blanche recto/verso d'informations manuscritesCalculatrice obligatoire

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Course Syllabus

CE210 : Software lawShared by choice module(s) :


Crédits ECTS :

1.00

Évaluation :

S1: Proj(Rap) x1

Number of hours :Lecture : 12.00Individual work : 8.00

Teacher(s) :CANEVET SébastienPELLEGRINI Francois

Title :Software law

Abstract :The aim of this class is to familiarize students with the main legal notions used in the computer programmingsector, the relevant laws, and their impact on the technical side, in order for them to be able to integrate theseaspects in their engineering practice.

Plan :- Author's right and copyright- The adaptation of author's right to software- Licenses and contracts- Main types of licenses- Interoperability- Contracts for software development- Incongruity of software patents

Prerequisite :Basic notions in computer programming, software development and operating systems: source code vs. objectcode, compilation vs. interpretation, main features of an operating system, operations of Internet.

Document(s) :Numerous reference resources available on the Internet: laws, licenses, etc.

Keyword(s) :law, copyright, software, license, trade mark, data base, patent.

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Course Syllabus

CE212 : Quality managementShared by UV(s) :


Crédits ECTS :

0.50

Évaluation :

S1: ET(30m,E,da,sc) x1 + ET x1


Teacher(s) :MARGUERAT Jean-Michel

Title :Quality management

Abstract :Démarche qualité et management dans l'entreprise et la conception des produits

Document(s) :Sans document, ni calculatrice

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Course Syllabus

CE215 : Introduction to financial marketsShared by choice module(s) :


Crédits ECTS :

1.00

Évaluation :

S1: ET(1h,E,sd,sc) x1 + ET x1


Teacher(s) :ASTIEN Éric

Title :Introduction to financial markets

Abstract :Introduction to financial engineering. The module has a history of market finance and develops the concepts ofbonds, shares and risk management. Prerequisites for integrating 3rd year option IRE

Plan :* Partie 1 : le marché monétaire* Partie 2 : Le marché obligataire* Partie 3 : la bourse des valeurs mobilières* Partie 4 : la couverture des risques

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Course Syllabus

CE219 : management of innovative projectsShared by choice module(s) :


Crédits ECTS :

1.00

Évaluation :

S1: CC x1


Teacher(s) :BERDEU Bernard

Title :management of innovative projects

Abstract :Products complexity shortened time-to market delivery, search for resources optimization are reasons whyorganizations increasingly resort to management by project. The course introduces the notion of project, themanagement tools and techniques used to master it, and the human and social dimensions inherent to anyproject.

Plan :

Document(s) :

Keyword(s) :

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Course Syllabus

CE235 : Sciences techniques et sociétésShared by choice module(s) :


Crédits ECTS :

1.00

Évaluation :

S1: ET(1h30,E,sd,sc) x1 + ET x1


Teacher(s) :BONNETON Natalie

Title :Sciences techniques et sociétés

Abstract :

This teaching module aims to:- Define the concept of technical system- Restore the concept of artificial intelligence- Revisiting the concept of progress and its social and cultural impact

Plan :1. Technique : contrôle et délinquance2. Notion de système technique3. Enjeux culturels de l'intelligence artificielle4. La notion de progrès

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Course Syllabus

EA201 : High Speed Linear CircuitsShared by UV(s) :

E8-G Mixed Electronics and HF circuits p. 2

Crédits ECTS :

1.50

Évaluation :

S1: ET(1h20,E) x1


Teacher(s) :DEVAL Yann

Title :High Speed Linear Circuits

Abstract :Objective :To investigate the limits of classical opamps and introduce the various designs and performance of new highspeed opamps.

Plan :Summary:

*Ch.1: Limitation of classical opamps, limitations due to the design and technology, gain-bandwidth product,compensation, Miller capacitor, Slew-rate, CMRR, filters; active and passive sensitivities.

*Ch. 2: High speed opamps; principle, schematics, characteristics, performance, stability.

*Ch. 3: Current feedback opamps (CFOA); principle, schematics, characteristics, performance, bandwidth ,Slew-rate .

*Ch. 4: Voltage feedback opamps (VFOA); principle, schematics, characteristics, performance, bandwidth ,Slew-rate .

*Ch. 5: Operational Transconductance Amplifiers (OTA), principle, schematics, equivalent circuit, characteristics,application examples, controlled elements, filters

*Ch. 6: SC filters, state variable filters, simulated resistances, controlled integrator, controlled filter examples.

Prerequisite :UV Electronique Fondamentale (S1 et S2)UV Electronique linéaire (S3)

Document(s) :Cours Polycopié

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Course Syllabus

EA202 : PLL: Principle and ApplicationsShared by UV(s) :

E8-C Electronics p. 2

Crédits ECTS :

0.50

Évaluation :

S1: ET(1h,E) x1

Number of hours :Lecture : 4.00Combined lecture and tutorial classes : 5.33

Teacher(s) :DEVAL Yann

Title :PLL: Principle and Applications

Abstract :This course focuses on principle and linear behavior of PLL in the first place, next, non linear effects andapplications.

Plan :*Ch1: Introduction, capture and locked plages*Ch2: Phase comparators; linear behavior and limitations*Ch3: Loop filter and specifications of PLL*Ch4: Applications*Ch5: Conclusion

Prerequisite :Electronique générale (S1 et S2)Electronique Analogique (S3)Traitement du signal (S3)Electronique des Transmissions (S3)Communications Numériques (S3)

Document(s) :Support de cours

Keyword(s) :Mixer, PLL, VCO, Discriminateur, Asservissement

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Course Syllabus

EA212 : Electronic circuits practical lessons 2Shared by UV(s) :


Crédits ECTS :

1.00

Évaluation :

S1: ET(2h,E) x0.5 + CC x0.5


Teacher(s) :DELTIMPLE NathalieDONDON PhilippeLEBRET ValeryMORIZET Guy

Title :Electronic circuits practical lessons 2

Abstract :5 pratical lessons in parallel

Plan :1. Phase locked Loop 12. Power converter3. FM Modulation/ Demodulation4. Phase locked Loop 25.DAC and ADC Converters

Document(s) :on line courses http://www.enseirb.fr/~dondon

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Course Syllabus

EA214 : Power electronics 2Shared by choice module(s) :

EX200 Personalized module (1) p. 33EX201 Personalized module (2) p. 34

Crédits ECTS :

1.00

Évaluation :

S1: ET(2h,E) x1


Teacher(s) :AZZOPARDI Stéphane

Title :Power electronics 2

Abstract :Provide to the audience the basic requirement to design a power system

A overview of the transformer modelling and his application to a pulse tramission circuit allows to understand theapproch of the energy isolated conversion. The main isolated DC-DC converters are studied. Some powersemiconductors are analysied as well as their control and protection circuits. A short description of the basicSwitching Mode Power Supplies is propopsed. Finally the basics of the dynamics modelling of DC-DC convertersare detailed.

Plan :* Ch. 1 : Transformers (basics, simple model, design, pulse transmission)* Ch. 2 : Isolated DC-DC converters (flyback, forward, push-pull..)* Ch. 3 : Power semiconductors (internal structure, characteristics : Thyristors, IGBT)* Ch. 4 : Control circuit and protection of power semiconductors (snubbers, soft-switching)* Ch. 5 : Switching Mode Power Supplies examples* Ch. 6 :An introduction to the dynamics modelling of DC-DC converters

Prerequisite :Power Electronics 1

Document(s) :Lecture material/ Power Electronics, Mohan, Undeland, Robbins / Alimentations à découpage (2ème édition),Michel Girard, Hugues Angelis, Magali Girard, DUNOD, 2003, ISBN 2-1000-6940-3/ Techniques de l'Ingenieur

Keyword(s) :Isolated DC-DC converters, transformers, control circuits, protection circuits, dynamics modelling

Online course :www.enseirb.fr/~azzopard

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Course Syllabus

EA215 : RF techniquesShared by UV(s) :

E8-G Mixed Electronics and HF circuits p. 2

Crédits ECTS :

2.00

Évaluation :

S1: CC x1

Number of hours :Lecture : 25.50Tutorial classes : 20.00

Teacher(s) :RODES Francis

Title :RF techniques

Abstract :Electronic circuits and systems are working at frequencies that rise at an accelerated pace. For instance, one canobserve the sustained rise of the clock frequencies of computers and digital circuits. Consequently it becomesobvious nowadays that an electronic engineer should acquire some basic expertise in High Frequencytechniques. The main objective of this course is to fulfil this need by presenting the various basic knowledge andtechniques that are useful for designing High frequency circuits and systems (mainly, radio communicationssystems). From a pedagogic point of view, this course brings some complementary information to the courses:Mixed Electronic and RF circuits (UVE4Ba). Moreover, it constitutes a theoretical basis for the electronic designprojects of S3 and S4 and a recommended prerequisite for attending the various courses that are proposed in S5in the field of analogue electronic. (Particularly the projects of RF circuits design).

Plan :-RF units.-Quality factor Q, general definition and RF applications.- Transmission lines- Smith chart, extended Smith chart-Power matching strategies.-Noise, noise matching.-Impedance matching with lumped elements:- Impedance matching with distributed elements-Matching with analytical methods-Matching with graphical methods (Smith chart)-Matching with the help of CAE/CAD software tools (Smith Tool / Ansoft Designer)-From the concept of power matching to the principle of S parameter of a dipole-Extension to the Sij parameters of a quadripole-Theoretical network analysis with Sij parameters-Application of the Sij parameters to the design of oscillators; relation with the negative resistance method.-Graphical network analysis with the flow graph and Sij parameters.-Application of the Sij parameters to the design of linear amplifiers.-Extension conditions of the Sij parameters to non linear power devices.-Sij parameters measurement, the calibration issue.-Practical work/Project : Design, manufacturing and test of the matching networks of a linear amplifier withthe help of Ansoft Designer’s Smith Tool, Vector Network Analyzers and Spectrum Analyzers.

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Course Syllabus

Prerequisite :UV1 (1° A) : Analog Electronic, UV5 (2° A) : Module digital communications, UV11(2° A) : Integrated AnalogElectronic , Module circuits and systems of analog communications.

Document(s) :Power transmission, impedance matching.Transmission lines.Smith chart, theory and applications.Introduction to S parameters.Tutorials of software tools: ANSOFT DESIGNER, SMITH TOOL.CD ROM's of software tool: ANSOFT DESIGNER, (Student Version)

Keyword(s) :RF, power matching, noise matching, impedance matching, transmission lines, Smith chart, S parameters,oscillator, amplifier, VNA calibration

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Course Syllabus

EA222 : Noise in the electronics componentsShared by UV(s) :


Crédits ECTS :

0.50

Évaluation :

S1: ET(1h,E) x1

Number of hours :Lecture : 1.33Tutorial classes : 2.33Practical work : 3.00

Teacher(s) :COUTURIER Gérard

Title :Noise in the electronics components

Abstract :After reviewing basic mathematic tools dedicated to noise analysis, this course describes noise source origins andtheir analytic expression forms. Noise modelling of basic electronic devices is so set up. The remaining part of theteaching is oriented to noise analysis of elementary analog circuits.

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Course Syllabus

EA229 : CEM des circuits électroniquesShared by UV(s) :


Crédits ECTS :

1.00

Évaluation :

S1: ET(1h) x1


Teacher(s) :VINASSA Jean-Michel

Title :CEM des circuits électroniques

Plan :1.Introduction à la CEMa.Définition de la compatibilité électromagnétiqueb.Lois générales et unités utilisés en CEMi.Lois générales•Loi de Biot et Savart (conséquences CEM)•Loi de Faraday/Loi de Lenz (conséquences CEM)•Loi d’Ampère (conséquences CEM)•Théorème de Gauss (conséquences CEM)•Les équations de Maxwell (conséquences CEM)Zone dite de « Champ Proche » électromagnétiqueZone dite de « Champ Lointain » électromagnétiqueii.Les unités utilisées en CEMc.Généralité sur la compatibilité électromagnétiquei.Notion d’émissivité/d’immunité conduite/rayonnéeii.Les sources de perturbations électromagnétiques

2.Modélisation électrique des éléments d’un circuit électronique et ligne de transmissiona.Modèles des interconnexions des composants électroniquesb.Modèles des composants passifs et notions d’impédancesc.Les différentes matrices pour la modélisationd.Coefficient de réflexion et de transmissione.Les lignes de transmissionf.Circuits hyperfréquences et calculs de bilan de puissance

3.Propagation et couplage d’une onde sur un circuit électroniquea.Couplage champ à boucle et champ à filsb.Propagation des ondes EM sur les pistes des cartes électroniquesc.Couplage par diaphonie

4.Effets des perturbations sur les composants électroniquesa.Phénomènes de perturbation des composants électroniques simples (diode, transistor)b.Effet des perturbations sur les circuits analogiques et numériques complexes (AOP, CAN, mémoires)

5.Techniques de mesures CEM et normalisationa.Technique de mesure et de caractérisation CEMb.Méthodes de modélisation CEM

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Course Syllabus

c.Normalisation

6.Règles de conception des cartes électroniquesa.Techniques de filtrageb.Techniques de blindagec.Techniques de routage

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Course Syllabus

EN210 : Advanced micro informaticsShared by UV(s) :

E8-J Heterogeneous digital electronic systems p. 5

Crédits ECTS :

2.00

Évaluation :

S1: ET(1h,E,sd,sc) x1


Teacher(s) :CRENNE Jérémie

Title :Advanced micro informatics

23/05/2016 - 04:50:11 29



Course Syllabus

EN211 : Machine to machineShared by UV(s) :


Crédits ECTS :

0.50

Évaluation :

S1: ET(1h20,E) x1


Teacher(s) :BORNAT Yannick

Title :Machine to machine

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Course Syllabus

EN212 : Systems on programmable chipsShared by UV(s) :


Crédits ECTS :

1.00

Évaluation :

S1: CC x1

Number of hours :Lecture : 4.00Practical work : 9.00

Teacher(s) :BORNAT Yannick

Title :Systems on programmable chips

Abstract :This module is an introduction to system design on FPGAs. The students are faced to the different issues thatoccure when mixing hardware and software modules in a single desing

Prerequisite :VHDL

Document(s) :VHDL and processor descriptions, software suite for software assembly

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Course Syllabus

EN216 : Conception d'un processeur avec jeu d'instructionsélémentaires

Shared by choice module(s) :EX200 Personalized module (1) p. 33

Crédits ECTS :

1.00

Évaluation :

S1: CC x1


Teacher(s) :DALLET Dominique

Title :Conception d'un processeur avec jeu d'instructions élémentaires

Abstract :L'objectif de ce module est d'assembler des fonctions élémentaires (combinatoires et séquentielles) pour réaliserun processeur programmable avec un jeu d’instructions élémentaires. L'architecture conçu sera intégréesur une carte de prototypage FPGA.

Le processeur à concevoir est un processeur 8-bits à usage universel. Il est capable d’exécuter 4 typesd’instructions. Ce processeur est basé sur un registre accumulateur appelé ACCU de taille 8 bits. Chaqueinstruction est codée sur 8 bits. Deux bits pour coder le type de l’opération (code.op) et 6 bits pour coderl’opérande ou l’adresse de l’opérande dans la mémoire selon le type del’instruction.

Plan :Le module se décompose en 6 séances de 2 heures.

Durant les deux premières séances, l’architecture typique simplifiée des processeurs à usage universelest détaillée. Puis un travail sur table aboutira à la définition d'un schéma bloc hiérarchique du processeur.

Les autres séances sont consacrées à la conception du processeur à l'aide du langage VHDL dansl'environnement ISE de Xilinx.

Document(s) :1 support de cours et 1 support de bureau d'étude.

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Course Syllabus

EX200 : Personalized module (1)Shared by UV(s) :

E8-G Mixed Electronics and HF circuits p. 2E8-H Automatic Control p. 3E8-I Signal and image processing p. 4E8-J Heterogeneous digital electronic systems p. 5

To choose from :CE200 Management system p. 12CE203 Economic intelligence p. 13CE210 Software law p. 15CE215 Introduction to financial markets p. 17CE219 management of innovative projects p. 18CE235 Sciences techniques et sociétés p. 19EA214 Power electronics 2 p. 23EN216 Conception d'un processeur avec jeu d'instructions élémentaires p. 32EX213 Module libre extérieur p. 35IT221 Introductory course on programming with real-time Labview p. 36LC206 TOEIC Re-sit S8 p. 38ME200 Nanoelectronics p. 41ME201 Microsystems p. 42

Crédits ECTS :

1.00




Title :Personalized module (1)

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Course Syllabus

EX201 : Personalized module (2)Shared by UV(s) :


To choose from :CE200 Management system p. 12CE203 Economic intelligence p. 13CE210 Software law p. 15CE215 Introduction to financial markets p. 17CE219 management of innovative projects p. 18CE235 Sciences techniques et sociétés p. 19EA214 Power electronics 2 p. 23EX213 Module libre extérieur p. 35IT221 Introductory course on programming with real-time Labview p. 36LC206 TOEIC Re-sit S8 p. 38ME200 Nanoelectronics p. 41ME201 Microsystems p. 42

Crédits ECTS :

1.00

Évaluation :

No description




Title :Personalized module (2)

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Course Syllabus

EX213 : Module libre extérieurShared by choice module(s) :


Crédits ECTS :

1.00

Évaluation :

S1: CC x1



Title :Module libre extérieur

Abstract :Ce module peut concerner des activités d'encadrement, de pratique sportive ou culturelle de bon niveau ou deformation, non déjà prises en compte dans le processus d'évaluation propre à l'Ecole. Son choix est conditionnerà un accord du responsable pédagogique de 2ème année. Ce module est évalué à travers un rapport décrivantl'activité concernée ainsi que ses connections avec la future fonction d'ingénieur.

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Course Syllabus

IT221 : Introductory course on programming with real-timeLabview

Shared by choice module(s) :EX200 Personalized module (1) p. 33EX201 Personalized module (2) p. 34

Crédits ECTS :

1.00

Évaluation :

S1: ET(2h,E) x1

Number of hours :Tutorial classes : 18.00

Teacher(s) :COUDRE Vincent

Title :Introductory course on programming with real-time Labview

Abstract :L'objectif du cours est l'initiation à la programmation Labview (National Instrument) permettant la gestioninteractive d'applications automatisées. Une attention plus particulière sera portée sur les applications nécessitantayant des contraintes de temps-réel comme celles implémentant des boucles de commande.

Prerequisite :Aucun pré-requis

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Course Syllabus

LC205 : English S8Shared by UV(s) :


Crédits ECTS :

2.00

Évaluation :

S1: CC x1; S2: Sta(Rap) x1

Number of hours :Tutorial classes : 26.00Individual work : 15.00

Teacher(s) :BEIRNE KennethCROCKER PaulFAUCHER JillFLOQUET PierreMÉDINA SusanSTEVENS-LARRE LeAnn

Title :English S8

Abstract :-An approach to English speaking cultures-Intercultural awareness

Plan :-Societies-Education-Literature-Cultural exchange via webcam-Film

Document(s) :-Extracts from TV documentaries, internet and film-Extracts from literature from the English-speaking world

Keyword(s) :Active participation - Critical analysis - Creativity

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Course Syllabus

LC206 : TOEIC Re-sit S8Shared by UV(s) :

I8-G UE-B: case 3 : 1module EX214+ 2 modules EX220 + LC206 (TOEICrecovery)

p. 0

Shared by choice module(s) :EX200 Personalized module (1) p. 33EX201 Personalized module (2) p. 34EX202 Modules "Cultures de l'ingénieur" (choisir 1 module exactement) p. 0EX215 Optional units O82 (if B2 not validated, LC206+1 unit CExxx) p. 0LC207 Required course for students not having obtained the B2 level in English

(785 TOEIC, 5.5 IELTS) Prepares students to resit the TOEIC.

p. 0

Crédits ECTS :

1.00

Évaluation :

S1: CC x1; S2: CC x1


Teacher(s) :BEIRNE KennethFAUCHER JillFLOQUET PierreMÉDINA Susan

Title :TOEIC Re-sit S8

Abstract :-Continuing work on the TOEIC-Compulsory for students who have not yet obtained the required score (785 points TOEIC or 5.5 IELTS)

Plan :-Listening skills-Grammatical accuracy-Reading skills-International business context

Document(s) :Language learning software: TOEIC Simulator, Voicebook.

Keyword(s) :B2 level on the Common European Framework (CEF) http://culture2.coe.int/portfolio

Online course :See the Language Resource Centre web site : https://sites.google.com/site/guidecrel/

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Course Syllabus

LC214 : 2nd Foreign Language S8Shared by UV(s) :


Crédits ECTS :

1.00

Évaluation :

S1: ET(1h20,E) x0.33 + CC x0.67; S2: ET(1h20,E) x0.33


Teacher(s) :BEIRNE KennethCANOYRA UBEDA IsmaelEUGENE Marie PierreFAUCHER JillFLOQUET PierreMÉDINA SusanMEDJTOUH AliRASTRERO ManuelSHOCHI TakaakiVELASQUEZ Adela

Title :2nd Foreign Language S8

Abstract :-Levels of competence and activity corresponding to A2-B2 (Common European Framework) in thelanguage chosen in Year 1 and continued in S7 .-Level groups are maintained.-Culture and civilisation

Plan :Consolidating skills - Vocabulary and idiomatic expressions - Oral presentations

Prerequisite :S5, S6, S7 and S8 in the same language

Document(s) :- Course book chosen by the teacher- Video and audio material, the press- Language learning software

Keyword(s) :Developing Grammar and Vocabulary - A2-B2 Languages skills - Active participation

Online course :

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Course Syllabus

See the Language Resource Centre web site : https://sites.google.com/site/guidecrel/

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Course Syllabus

ME200 : NanoelectronicsShared by choice module(s) :


Crédits ECTS :

1.00

Évaluation :

S1: ET(1h,E) x1

Number of hours :Tutorial classes : 18.00

Teacher(s) :RENAUD Sylvie

Title :Nanoelectronics

Abstract :This course includes 6 practical labs. All are conducted in a microelectronics research unit. During each lab, thestudents participate in the design, or characterization of nano-components: VLSI, MEMs, organic components,power devices.

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Course Syllabus

ME201 : MicrosystemsShared by choice module(s) :


Crédits ECTS :

1.00

Évaluation :

S1: CC x1

Number of hours :Combined lecture and tutorial classes : 12.00Individual work : 12.00

Teacher(s) :DEJOUS Corinne [email protected] Vincent

Title :Microsystems

Abstract :This class presents a general description of microsystems, a presentation of the technologies implemented and aprojection towards nano-sciences and nano-technologies (4*2h).An individual presentation front of the group (in teams of two) allows everyone to investigate a topic and results inevaluation (2*2h).

Plan :MICROSYSTEMS_______

Contents

THE WORLD OF MICROSYSTEMS-Introduction (definition, historic, examples, the market)-Towardsminiaturization (examples, why, the concept)-Microsystem and microtechnologies-The dimensions-A selfcontained component-Microsystems and interdisciplinarity-Microsystem structure-Some importantmilestones-Examples : Accelerometers, Adaptative optics, Ink jet printers, Insulin dispensers, lab on chip, DNAbiochip-The market-Economic data-Distribution-Car industry-Medical-Evolution-Industrial activity-Bibliography.

MICROSYSTEM TECHNOLOGIES-Manufacturing sequence-Specificities-Lithography-Double sidealignments-Etching-Bulk micro machining-Surface micro machining-Bonding-Activematerials-Examples-PolyMUMPS technology-Electrostatic micro engine-SUMMIT V technology-Microengines-Micro gears-Mechanical transmissions-Hinges-Mobile micro mirrors.

NANO SCIENCES AND NANO TECHNOLOGIES Introduction

Prerequisite :Bases on integrated circuit-Electricity, mechanics, optics, thermics (bachelor level)

Document(s) :Books and Journals of the domain

Keyword(s) :

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Course Syllabus

Microsystems Microtechnologies Nanosciences

Online course :Some details available at http://www.enseirb.fr/~pistre

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Course Syllabus

MI201 : Micro informaticsShared by UV(s) :

E8-A Micro informatics p. 2

Crédits ECTS :

2.00

Évaluation :

S1: ET(1h30,E,sd,sc) x1; S2: ET(1h,E,sd,sc) x1


Title :Micro informatics

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Course Syllabus

MI202 : Micro informatic projectShared by UV(s) :


Crédits ECTS :

2.00

Évaluation :

S1: CC x1; S2: rep(S1) x1


Teacher(s) :BORNAT YannickLEBRET Valery

Title :Micro informatic project

Abstract :Série de travaux pratiques sur cartes AT91SAM7X

- prise en main du kit- configuration des interruptions (source PIT)- transferts de données par liaison UART- réseau d'interruption, introduction aux pilotes de périphériques (support : module UART)

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Course Syllabus

MI203 : Introduction to Operating SystemsShared by UV(s) :


Crédits ECTS :

1.00

Évaluation :

S1: CC(CR TP) x1


Teacher(s) :KADIONIK Patrice

Title :Introduction to Operating Systems

Plan :- Introduction.- General interests of an OS.- Definitions.- OS Classification.- Multitasking OS conception: HW contrainsts.- General Features of a multitasking OS.- Advanced Features of a multitasking OS.- * NIX OS.- Interprocess communications: fork, exec, signals and pipes.- Interprocess Communications: System V IPC- Conclusion.

Prerequisite :C Language.*NIX Environment.

Document(s) :Course Material.

Keyword(s) :C Language, *NIX, fork, exec, signals, pipes, System V IPC.

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Course Syllabus

PG208 : Object Oriented Programming in C++Shared by UV(s) :


Crédits ECTS :

3.00

Évaluation :

S1: ET(2h,E) x0.5 + CC x0.5


Teacher(s) :LE GAL Bertrand

Title :Object Oriented Programming in C++

Abstract :In this course, object-orientation is introduced as a new programming concept which should help you indeveloping high quality software. Object-orientation is also introduced as a concept which makes developing ofprojects easier. However, this is not a course for learning only the C++ programming language it first introducesthe object concepts then it applies then to C++ and finally present the UML langage used in object based projects.

Plan :1. Notions de programmation objet.2. Introduction au langage C++.3. Eléments de base concernant la syntaxe du langage.4. Les classes en C++ et les constructeurs.5. La sucharge des fonctions et des opérateurs.6. L'héritage et le polymorphisme.7. Les classes et fonctions template.8. Utilisation des S.T.L. (Standard Template Library).

Prerequisite :Connaissance du langage C.

Online course :Introduction au langage UML : http://uuu.enseirb.fr/~legal/library/filedetails.php?id=74

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Course Syllabus

PR214 : Thematic projectShared by UV(s) :


Crédits ECTS :

3.50

Évaluation :

S1: Proj(Sout, 20 min) x1


Teacher(s) :AZZOPARDI StéphaneBERTHOUMIEU YannickBORNAT YannickDONDON PhilippeDONIAS MarcLANUSSE Patrick [email protected] 05 4000 2417

http://www.enseirb.fr/~lanusseLEBRET ValeryMELCHIOR PierreMORIZET GuyRODES FrancisVALLET PascalVINASSA Jean-Michel

Title :Thematic project

Abstract :A project subject in the field of Electrical Engineering design is proposed at the beginning of S8 at each couple ofstudent. The students are managed by a teacher during weekly tutorial classes that span over a full semester.The objective of the project proposed to the students is to design and realize in its definitive version: a module ora system that calls for a wide or a specific domain of Electrical Engineering.The themes and the difficulty level of these design projects are aiming at reaching the following objectives:

-Training to the work of a R&D engineer that is facing issues in the field of electrical engineering design.-An application as large as possible of the theoretical courses proposed at ENSEIRB MATMECA in thefields of: mixed electronic, automatic control, power electronic, RF design, signal and image processing.-An initiation to project management-A development of initiatives and the senses of responsibilities-The acquisition of aptitudes in communication and team work-The quest for efficiency and pragmatism-A sensitization to the capabilities and limitations of the tools currently used by an engineer: Scientific andtechnical documentation, mathematics, simulation tools, test and measurements.-A consciousness of the differences that exist between reality and the results given by: a mathematicalanalysis, a computer simulation or a measurement.

In order to reach these objectives, the students can rely on tools and equipments similar to those encountered inthe industry:

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Course Syllabus

-A specific laboratory where each couple of students disposes of a work bench that is equipped withstandard test and measurement instrumentation, a work station or a Personal Computer. Furthermore,each work station or Personal Computer allows an access to the internet and offers a complete set of CAE /CAD software tools.-A laboratory dedicated to DC and Low Frequency test and measurement-A laboratory dedicated to High Frequency test and measurement-A laboratory dedicated to Automatic Control-A scientific library-Two technical libraries-A fabrication facility and a laboratory dedicated to the realization of Printed Circuit Boards and prototypes-An electronic components stock and purchase centre managed by a technician affected to the electronicprojects laboratories.

Plan :1.Bibliographic research2.Theoretical design of the electronic circuits3.Prototypes realization4.Test and measurements5.Report writing

Prerequisite :General Electronic. (S1 & S2): Analog Electronic UVE3B (S3) : Analog Circuits & systems, Digital design.

Document(s) :Project subject, manufacturer’s data books, scientific and technical books, printed courses, internetaccess. Sample of project’s titles proposed: Circuit for extracting the maximum power from a solar cell,composite amplifier, cardio-frequency-meter, storm detector, battery charger and light control using a bicyclealternator and a high efficiency converter, 27MHz/ 5W class C transmitter for FSK modulation, transceiver120MHz AM 1W, wireless infrared audio transmission, coded infrared remote control, car accelerometer, digitalthermometer …

Keyword(s) :Analog electronic, digital electronic, mixed circuits, feed back control, power electronic, RF circuits

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Course Syllabus

SE200 : Initiation à la rechercheShared by UV(s) :

E8-E Languages and Management p. 2

Teacher(s) :LE GAL Bertrand

Title :Initiation à la recherche

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Course Syllabus

TS200 : Signal compressionShared by UV(s) :

E8-I Signal and image processing p. 4

Crédits ECTS :

1.25

Évaluation :

S1: CC(CR TP) x1


Teacher(s) :BERTHOUMIEU YannickDONIAS Marc

Title :Signal compression

Abstract :The lecture deals with the major aspects of coding theory which are used in data compression algorithms. Signalprocessing methods which allow to reducing the binary bandwidth are studied. The different parts are illustratedwith the Jpeg and Mpeg compression standards.

Plan :- Context- Source coding- Data compression- JPEG- Motion and coding- MPEG1-2- MPEG4

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Course Syllabus

TS205 : Advanced digital communicationShared by UV(s) :


Crédits ECTS :

1.50

Évaluation :

S1: ET(1h20,E) x0.5 + CC x0.5

Number of hours :Combined lecture and tutorial classes : 8.00Practical work : 8.00

Teacher(s) :FERRE Guillaume

Title :Advanced digital communication

Abstract :Orthogonal Frequency Division Multiplexing (OFDM) is a special form of multicarrier modulation (MCM), where asingle data stream is transmitted over a number of lower rate subcarriers.One of the main reasons to use OFDM is to increase the robustness against frequency selective fading andnarrowband interference. In a single carrier system, a single fade or interferer can cause the entire link to fail, butin a multicarrier system, only a small percentage of subcarriers will be affected. Error correction coding can thenbe used to correct the few erroneous subcarriers.

Plan :1. Introduction2. Multi Carrier Modulation Systems2.a. Propagation Channel caracteristics2.b. OFDM presentation2.c. Guard Interval and cyclic prefix3. Coded OFDM4. OFDM in pratice : DVB-T and IEEE 802.11a5. Conclusion

Prerequisite :TS208, TS201, EN206

Document(s) :

Keyword(s) :Multi Carrier Modulation, OFDM, Signal Processing, Digital Communications, WLAN WiFi IEEE 802.11

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Course Syllabus

TS206 : Introduction to image processingShared by UV(s) :


Crédits ECTS :

1.50

Évaluation :

S1: ET(1h,E,sd,ca) x1

Number of hours :Lecture : 8.00Combined lecture and tutorial classes : 8.00

Teacher(s) :BERTHOUMIEU YannickDONIAS Marc

Title :Introduction to image processing

Abstract :The goal of this class is to familiarize the students with the numerical processing of images: its major concepts,basic algorithms and applications are considered.

Plan :Lecture1. General notions.2. Color representation.3. Usual transforms.4. Enhancement.5. Spatial and frequential filtering.6. Non linear methods.7. Geometrical transforms.8. Mathematical morphology.9. Segmentation.

Combined lecture and tutorial classes1. Image synthesis and processing with Matlab.

Prerequisite :Signal processing, Fourier transform

Document(s) :lecture notes for class based on matlab

Keyword(s) :Image processing, Frequency analysis, Filtering

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Course Syllabus

TS208 : Filter and estimation designShared by UV(s) :


Crédits ECTS :

1.00

Évaluation :

S1: ET(1h,E) x1


Teacher(s) :GRIVEL Eric

Title :Filter and estimation design

Abstract :We propose to discuss a large number of methods that makes it possible to design 1D digital filters. For thispurpose, we first recall the main features of the analog filter design (Butterworth and Chebychev filters forinstance). Then, we introduce the so-called bilinear transform and the Impulse invariance method for analog todigital filter conversion. It should be noted that we also investigate the choice of the structure and the problemsone runs into when implementing FIR or IIR filters. It is well-known that low-pass or high-pass filtering is a basicprocessing and used in a wide range of applications. It should be noted that the principles we present arenecessary to understand for instance the speech modeling for CELP coding, the filterbank that are used in MPEGcoding, etc. It also a preliminary step before discovering adaptive and optimal filtering.

Plan :1. Introduction to Digital filter design2. RIF filter : frequency features, filter design including a few information about windowing3. IIR filter : frequency features and filter design including bilinear transform and impulse response invariance4. Selection of the strictures and influence of the quantization on the selection of the structure5. Applications

Prerequisite :basic notions in digital signal processing and analog filter if possible (some information are nevertheless recalled)

Document(s) :Lecture Notes for class and exercices

Keyword(s) :FIR, IIR, Stability, Window, Bilinear transform, Impulse response invariance, Remez algorithm, window method,influence of the quantization on the choice of the filter structure

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Course Syllabus

TS221 : Image processing practical lessonsShared by UV(s) :


Crédits ECTS :

0.75

Évaluation :

S1: CC x1


Teacher(s) :DONIAS Marc

Title :Image processing practical lessons

Abstract :The objective is to apply concepts of image processing.

Plan :- Chroma-Keying- Denoising- Derivative Filters

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Course Syllabus

Index

AU204 : Nonlinear system - part 2.............................................................................................................................................................................................................. 7

AU205 : Digital control system................................................................................................................................................................................................................... 8

AU206 : State space modeling, observation and control ........................................................................................................................................................................... 9

AU207 : Implementing control systems.................................................................................................................................................................................................... 10

AU208 : Automatic control practical lessons 2......................................................................................................................................................................................... 11

CE200 : Management system.................................................................................................................................................................................................................... 12

CE203 : Economic intelligence ................................................................................................................................................................................................................. 13

CE209 : management control .................................................................................................................................................................................................................... 14

CE210 : Software law................................................................................................................................................................................................................................ 15

CE212 : Quality management ................................................................................................................................................................................................................... 16

CE215 : Introduction to financial markets ................................................................................................................................................................................................ 17

CE219 : management of innovative projects............................................................................................................................................................................................. 18

CE235 : Sciences techniques et sociétés ................................................................................................................................................................................................... 19

E8-A : Micro informatics ............................................................................................................................................................................................................................ 2

E8-B : Automatic control and Signal processing ........................................................................................................................................................................................ 2

E8-C : Electronics........................................................................................................................................................................................................................................ 2

E8-D : Optional Unit of Learning ............................................................................................................................................................................................................... 2

E8-D : Optional Unit of Learning ............................................................................................................................................................................................................... 2

E8-E : Languages and Management............................................................................................................................................................................................................ 2

E8-G : Mixed Electronics and HF circuits .................................................................................................................................................................................................. 2

E8-H : Automatic Control ........................................................................................................................................................................................................................... 3

E8-I : Signal and image processing ............................................................................................................................................................................................................. 4

E8-J : Heterogeneous digital electronic systems ......................................................................................................................................................................................... 5

EA201 : High Speed Linear Circuits......................................................................................................................................................................................................... 20

EA202 : PLL: Principle and Applications................................................................................................................................................................................................. 21

EA212 : Electronic circuits practical lessons 2 ......................................................................................................................................................................................... 22

EA214 : Power electronics 2 ..................................................................................................................................................................................................................... 23

EA215 : RF techniques.............................................................................................................................................................................................................................. 24

EA222 : Noise in the electronics components........................................................................................................................................................................................... 26

EA229 : CEM des circuits électroniques................................................................................................................................................................................................... 27

EN210 : Advanced micro informatics ....................................................................................................................................................................................................... 29

EN211 : Machine to machine .................................................................................................................................................................................................................... 30

EN212 : Systems on programmable chips................................................................................................................................................................................................. 31

EN216 : Conception d'un processeur avec jeu d'instructions élémentaires............................................................................................................................................... 32

EX200 : Personalized module (1).............................................................................................................................................................................................................. 33

EX201 : Personalized module (2).............................................................................................................................................................................................................. 34

EX213 : Module libre extérieur................................................................................................................................................................................................................. 35

IT221 : Introductory course on programming with real-time Labview .................................................................................................................................................... 36

LC205 : English S8 ................................................................................................................................................................................................................................... 37

LC206 : TOEIC Re-sit S8 ......................................................................................................................................................................................................................... 38

LC214 : 2nd Foreign Language S8 ........................................................................................................................................................................................................... 39

ME200 : Nanoelectronics .......................................................................................................................................................................................................................... 41

ME201 : Microsystems.............................................................................................................................................................................................................................. 42

MI201 : Micro informatics ........................................................................................................................................................................................................................ 44

MI202 : Micro informatic project.............................................................................................................................................................................................................. 45

MI203 : Introduction to Operating Systems.............................................................................................................................................................................................. 46

PG208 : Object Oriented Programming in C++........................................................................................................................................................................................ 47

PR214 : Thematic project .......................................................................................................................................................................................................................... 48

SE200 : Initiation à la recherche ............................................................................................................................................................................................................... 50

TS200 : Signal compression...................................................................................................................................................................................................................... 51


Course Syllabus

TS205 : Advanced digital communication ................................................................................................................................................................................................ 52

TS206 : Introduction to image processing................................................................................................................................................................................................. 53

TS208 : Filter and estimation design......................................................................................................................................................................................................... 54

TS221 : Image processing practical lessons .............................................................................................................................................................................................. 55


Documents

Course Syllabus Department: Electronics Semester€8enseirb-matmeca.bordeaux-inp.fr/syllabus/pdf/syllabus_EN_E_8.pdf · Course Syllabus EX201 Personalized module (2) P. LANUSSE (Resp.)