Study Guide
Study Guide
#savoniaUAS
Curricula starting in 2022 and earlier
Savonia's new Study Guide (curriculum starting in 2023 and after) can be found here.
| Basis of Education | Competence Standards | Structure of Studies | Development of Expertise | Methods and implementation | Course Table |
Course Description
| Code | 4 EFA8130 |
| Name | Mathematical Algorithms |
| Credits | 5 ects |
| Objectives | After the course the student knows discrete signal, especially digital filters and Fourier transformation basics of theory. He understands digital filter and spectrum analysis ways and can use MATLAB tool for simulation of digital processing problems. He can apply his signal processing knowledge in industrial and digital health applications. |
| Content | 1. Mathematical presentation of discrete signals 2. Sampling 3. Convolution 4. FIR filter function 5. IIR filter function 6. Classical FIR filters 7. Z-transformation 8. Transfer function 9. Frequence response 10. Inverse Z-transformation 11. DFT 12. FFT 13. FIR – filter design 14. IIR – filter design 15. Phase linear filters 17. Diskrete derivator 18. Wavelet transformation 20. Realising digital filters with processors 21. FFT algorhitm realisation with the processor 22. FPGA applications |
| Requirements | Study module includes theory lectures and practical exercises. The grade composes of final exam (60%) and exercises (40%). |
| Grading Scale | 0 - 5 |
| Course material | Discrete Time Signal Processing, Oppenheim. |
| Prerequisites | |
| Other Considerations | |
| Contact | Kellomäki Markku |
We reserve the right to make changes to the curriculum due to the need to update the content being studied.