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Course Catalog 2010-2011
MIT-1216 Mathematical Methods for Measurement Technology, 5 cr |
Person responsible
Heimo Ihalainen
Lessons
| Study type | P1 | P2 | P3 | P4 | Summer | Implementations | Lecture times and places |
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Requirements
Computer exam or theoretical exam is compulsory for a numeric grade. It is possible to have the course passed with an acceptable exercise project.
Completion parts must belong to the same implementation
Principles and baselines related to teaching and learning
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Learning outcomes
Gives abilities and skills to apply mathematical methods in measurement data analysis and results based decision support. Specifically dynamic systems; data and models. Applying and developing of numerical methods using MATLAB.
Content
| Content | Core content | Complementary knowledge | Specialist knowledge |
| 1. | Overview to the methods of data-analysis. | Practical knowledge on data-analysis and modeling. | Statistical methods. |
| 2. | Visualization methods for data-analysis. | Developing new visualization. | |
| 3. | Performing numerical analysis with MATLAB. | Algorithms for different methods programmed in and applied with MATLAB. Using several toolboxes and software from internet. | The issues of accuracy, memory usage and speed of computations. |
| 4. | Practical knowledge of signal- and image processing. | Application of Fourier-methods. | |
| 5. | Principles of dynamic systems. | Modeling and simulation of dynamic systems. |
Evaluation criteria for the course
Exercises, assignments and exam.
Assessment scale:
Numerical evaluation scale (1-5) will be used on the course
Partial passing:
Study material
| Type | Name | Author | ISBN | URL | Edition, availability, ... | Examination material | Language |
| Book | Computational Statistics Handbook with MATLAB | W.L.L. Martinez, A.R. Martinez | English | ||||
| Lecture slides | Mathematical Methods for Measurement Technology | H. Ihalainen | English | ||||
| Online book | Numerical Computing with MATLAB | C. Moler | English |
Prerequisite relations (Requires logging in to POP)
Correspondence of content
There is no equivalence with any other courses
More precise information per implementation
| Implementation | Description | Methods of instruction | Implementation |