Study programme 2019-2020Français
Signal Processing
Programme component of Master's in Electrical Engineering à la Faculty of Engineering

Students are asked to consult the ECTS course descriptions for each learning activity (AA) to know what assessment methods are planned for the end of Q3

CodeTypeHead of UE Department’s
contact details
Teacher(s)
UI-M1-IRELEC-002-MCompulsory UEDUTOIT ThierryF105 - Information, Signal et Intelligence artificielle
  • 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
  • Projet sur ordinateur
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

AA
I-TCTS-030
I-TCTS-031

Required Learning Resources/Tools

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

Recommended Reading

AA
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 : 13/07/2020
20, place du Parc, B7000 Mons - Belgique
Tél: +32 (0)65 373111
Courriel: info.mons@umons.ac.be