Study programme 2018-2019Français
Signal Processing
Programme component of Master's Degree in Electrical Engineering à la Faculty of Engineering
CodeTypeHead of UE Department’s
contact details
Teacher(s)
UI-M1-IRELEC-002-MCompulsory UEDUTOIT ThierryF105 - Théorie des circuits et Traitement du signal
  • DUTOIT Thierry

Language
of instruction
Language
of assessment
HT(*) HTPE(*) HTPS(*) HR(*) HD(*) CreditsWeighting Term
  • Anglais
Anglais204000055.001st term

AA CodeTeaching Activity (AA) HT(*) HTPE(*) HTPS(*) HR(*) HD(*) Term Weighting
I-TCTS-030Signal Processing 11632000Q1
I-TCTS-031Signal Processing 248000Q1
Programme component

Objectives of Programme's Learning Outcomes

  • Imagine, implement and operate systems/solutions/software to address a complex problem in the field of electrical engineering as a source of information by integrating needs, contexts and issues (technical, economic, societal, ethical and environmental).
    • Identify complex problems to be solved and formulate the specifications by integrating client needs, contexts and issues (technical, economic, societal, ethical and environmental).
    • Based on modelling and experimentation, design one or more systems/solutions/software addressing the problem raised; evaluate them in light of various parameters of the specifications.
    • Implement a chosen system/solution/software in the form of a drawing, a schema, a flowchart, an algorithm, a plan, a model, a prototype, software and/or digital model.
    • Evaluate the approach and results for their adaptation (tests, measurements, optimisation and quality).
  • Mobilise a structured set of scientific knowledge and skills and specialised techniques in order to carry out electrical engineering missions, using their expertise and adaptability.
    • Master and appropriately mobilise knowledge, models, methods and techniques specific to electrical engineering.
    • Analyse and model a problem by critically selecting theories and methodological approaches (modelling, calculations), and taking into account multidisciplinary aspects.
    • Identify and discuss possible applications of new and emerging technologies in the field of electrical engineering.
    • Assess the validity of models and results in view of the state of science and characteristics of the problem.
  • Plan, manage and lead projects in view of their objectives, resources and constraints, ensuring the quality of activities and deliverables.
    • Define and align the project in view of its objectives, resources and constraints.
    • Assess the approach and achievements, regulate them in view of the observations and feedback received.
    • Respect deadlines and timescales
  • Communicate and exchange information in a structured way - orally, graphically and in writing, in French and in one or more other languages - scientifically, culturally, technically and interpersonally, by adapting to the intended purpose and the relevant public.
    • Use and produce high-quality scientific and technical papers (reports, plans, specifications, etc.), adapted particularly to the intended purpose and the relevant public.
    • Master technical English in the field of electrical engineering.

Learning Outcomes of UE

understand the theory required for developing a library of basic digital signal processing components (sampling, convolution, filtering, poles and zeros in the z plane, FFT, sub-band analysis, autocorrelation estimators, power spectral density estimators);implement these components in PYTHON and create a digital signal processing system with PYTHON

Content of UE

linear time-invariant digital systems; frequency analysis of digital signals and systems; Shannon theorem and sampling theory; discrete (and Fast) Fourier Transform; spectral analysis of random signals; digital filters (including elements of digital filter synthesis); simple digital system in PYTHON

Prior Experience

Algebra of complex numbers

Type of Assessment for UE in Q1

  • Presentation and/or works
  • Written examination
  • Practical test

Q1 UE Assessment Comments

Signal Processing 1 = 80% (of which Practicla test = 35%; writenexam = 65%)
Signal Processing 2 = 20% (of which project report = 100%)

Type of Assessment for UE in Q3

  • Written examination

Q3 UE Assessment Comments

A sigle written examen - exercicses only (100/100)
 

Type of Resit Assessment for UE in Q1 (BAB1)

  • Written examination

Q1 UE Resit Assessment Comments (BAB1)

Not applicable

Type of Teaching Activity/Activities

AAType of Teaching Activity/Activities
I-TCTS-030
  • Cours magistraux
  • Exercices dirigés
  • Travaux pratiques
I-TCTS-031
  • Cours magistraux
  • Ateliers et projets encadrés au sein de l'établissement

Mode of delivery

AAMode of delivery
I-TCTS-030
  • Face to face
I-TCTS-031
  • Face to face

Required Reading

AARequired Reading
I-TCTS-030Note de cours - Traitement du Signal (1 et 2) - Thierry Dutoit
I-TCTS-031

Required Learning Resources/Tools

AARequired Learning Resources/Tools
I-TCTS-030Not applicable
I-TCTS-031Not applicable

Recommended Reading

AARecommended Reading
I-TCTS-030
I-TCTS-031

Recommended Learning Resources/Tools

AARecommended Learning Resources/Tools
I-TCTS-030Not applicable
I-TCTS-031Not applicable

Other Recommended Reading

AAOther Recommended Reading
I-TCTS-030AUGER, F. (1999) Introduction à la théorie du signal et de l’information, 461 pp. Paris : TechnipDENBIGH, P. (1998) System Analysis and Signal Processing, 513 pp. Harlow : Addison-WesleyBAHER, H. (2001) Analog and Digital Signal Processing, 497 pp. Chichester : Wiley & SonsLYONS, R.G. (1998) Understanding Digital Signal Processing, 517pp. Harlow : Addison-Wesley
I-TCTS-031AUGER, F. (1999) Introduction à la théorie du signal et de l’information, 461 pp. Paris : TechnipDENBIGH, P. (1998) System Analysis and Signal Processing, 513 pp. Harlow : Addison-WesleyBAHER, H. (2001) Analog and Digital Signal Processing, 497 pp. Chichester : Wiley & SonsLYONS, R.G. (1998) Understanding Digital Signal Processing, 517pp. Harlow : Addison-Wesley
(*) HT : Hours of theory - HTPE : Hours of in-class exercices - HTPS : hours of practical work - HD : HMiscellaneous time - HR : Hours of remedial classes. - Per. (Period), Y=Year, Q1=1st term et Q2=2nd term
Date de génération : 02/05/2019
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