Course: Fundamentos de Processamento de Sinal

Weekly outline

General

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- Avisos Forum
- UC info SIGARRA Course Info
- Sumários SIGARRA SIGARRA Summaries
- Definition of Signal Processing File
  
  226.5 KB Documento PDF
- Detailed planning of Lectures/PL classes -version 0 (includes important Distributed Evaluation information) File
  
  337.6 KB Documento PDF
- Ok, really, what is Signal Processing about ? URL
- A flavor of Signal Processing applications pushed by Machine Learning URL
- IEEE Signal Processing Society YouTube channel URL
- A quick guide to Matlab (in Portuguese) File
  
  Uploaded 9/09/23, 18:40
- MatWorks Matlab tutorial URL
- Instructions regarding "Peer-to-peer learning/assessment" (P2P L/A) File
  
  Uploaded 9/09/23, 19:07
- PL_lab_assessment_for_Student_info File
  
  Uploaded 9/09/23, 19:08
- Formulae sheet to be distributed during the final exam File
  
  Uploaded 9/09/23, 18:40
- NEW (22Sept): Classes-Groups-Students (Turmas-Grupos-Estudantes) File
  
  Uploaded 22/09/23, 18:22
10 September - 16 September
- Lecture materials
- Brief description of the FunSP course (in Portuguese) File
  
  2.0 MB Documento PDF
- Review on the characterization and representation of discrete-time signals and systems File
  
  Uploaded 14/09/23, 19:54
- Zoom_FunSP_T01_18oct2021 (lecture, part 1) URL
  
  Important NOTE: this video was produced in 2021 and Students should keep in mind that the syllabus in slide 16 is NOT valid for the 2023-2024 FunSP edition (i.e. the video part between (h:min:sec) 0:47:00 until 1:01:00), the valid syllabus is available on the course description (https://sigarra.up.pt/feup/pt/ucurr_geral.ficha_uc_view?pv_ocorrencia_id=521980).
- Zoom_FunSP_T01_19oct2021 (lecture, part 2) URL
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- Supplementary material (1/2) on the convolution, by AJF File
  
  Uploaded 16/09/23, 10:21
- Supplementary material (2/2) on the convolution, by AJF File
  
  Uploaded 16/09/23, 10:22
- PL materials
- Suggested problems for PL01 (week of September 11) File
  
  150.3 KB Documento PDF
- Zoom_TP01_ex01 (video explanation of Problem 1) URL
- Zoom_TP01_ex03 (video explanation of problem 3) URL
- Handwritten notes regarding week01 PL problems ex01 and ex03 File
  
  Uploaded 14/09/23, 20:19
17 September - 23 September
- Lecture materials
- Lecture slides on the discrete-time Fourier transform (DTFT) and the DTFT of the auto/cross-correlation File
  
  896.3 KB Documento PDF
- Zoom_FunSP_T02_25oct2021 (lecture) URL
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- notes_FPS25oct2021 File
  
  Uploaded 9/09/23, 18:40
- old_notes_(may still be useful) File
  
  Uploaded 9/09/23, 18:40
- PL materials
- Illustrative P2P exercises (not for grading) File
  
  Uploaded 16/09/23, 21:10
  
  NOTE: two of these illustrative Peer-to-Peer (P2P) exercises will be explained during the lectures (i.e. T classes)
- Guide regarding this week's lab experiment File
  
  Uploaded 16/09/23, 11:04
- Mais um reforço de introdução aos comandos Matlab/Octave File
  
  Uploaded 9/09/23, 18:40
- Zoom_PDSi_LAB01_18FEB2021 URL
  
  NOTE: in addition to repeating the explanation of exercises 1 and 3 (belonging to the set of exercises released last week), this video also explains how to solve exercise 5, which includes aspects of the Fourier Transform that is reviewed this week.
- notes_LAB01_18FEB2021 File
  
  Uploaded 9/09/23, 18:40
- Matlab_LAB01ex01_18FEB2021 File
  
  Uploaded 9/09/23, 18:40
- Matlab_LAB01ex03_18FEB2021 File
  
  Uploaded 9/09/23, 18:40
24 September - 30 September
- Lecture materials
- Lecture slides on sampling and reconstruction of continuous-time signals File
  
  763.7 KB Documento PDF
- Zoom_PDSi_TP03_18FEB2021 (3rd lecture, first part) URL
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- notes_PDSi_TP03_18FEB2021 File
  
  Uploaded 9/09/23, 18:40
- NOTE: the following two videos regard the same lesson, one is presented in Portuguese and another one in English.
- Zoom_FunSP_T03_02nov2021 (3rd lecture, second part) URL
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- Zoom_PDSi_TP04_23FEB2021 (3rd lecture, second part) URL
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- Complementary slides (courtesy of ARM) on sampling and the Fourier Transform File
  
  Uploaded 9/09/23, 18:40
- PL materials
- Guide regarding week03 LAB experiment (for grading) File
  
  Uploaded 23/09/23, 10:55
- C code needed for this lab experiment (ZIPped .c source file)
  
  Uploaded 21/09/23, 21:15
- Additional TP problems suggested for Week 3 (week of September 25) File
  
  Uploaded 24/09/23, 20:28
- Zoom_video_regarding_TP_problem_1 (2020 recording, borrowed from another course) URL
- Matlab_TP03_ex01.m File
  
  Uploaded 9/09/23, 18:40
- Zoom_video_regarding_TP_problem_2 (2020 recording, borrowed from another course) URL
- notes_regarding_TP03_problem_2 File
  
  Uploaded 9/09/23, 18:40
- Verification Questions #1
- First set of Verification Questions (VQ1 -on discrete-time signals and systems and the DFTF, including random signals and the auto/cross-correlation functions) Quiz
  
  By answering this set of Verification Questions, in compliance with the University of Porto Ethical Code of Academic Conduct, namely its Article 13, I am giving my word of honor that I am providing my individual answers without any form of external assistance, and that I am not using any fraudulent methods, namely capturing or using images of the questions.
1 October - 7 October
- Lecture materials
- Lecture slides on the Z Transform File
  
  2.0 MB Documento PDF
- Complementary slides on the Z-Transform (courtesy of ARM) File
  
  Uploaded 9/09/23, 18:40
- Zoom_PDSi_TP05_25FEB2021 URL
  
  NOTE: this video was produced in 2021 (part 1/3) and is valid for the 2023-2024 FunSP edition.
- notes_PDSi_TP05_25FEB2021 File
  
  Uploaded 9/09/23, 18:40
- notes_FPS08Nov2021 File
  
  Uploaded 9/09/23, 18:40
- Zoom_PDSi_TP06_02MAR2021 URL
  
  NOTE: this video was produced in 2021 (part 2/3) and is valid for the 2023-2024 FunSP edition.
- Zoom_PDSi_TP07_04MAR2021 URL
  
  NOTE: this video was produced in 2021 (part 3/3) and is valid for the 2023-2024 FunSP edition. Students should note, however, that this video does not include a new section that has now been included and that addresses the Z-Transform of the auto/cross-correlation. Please check the most recent version of the slides ("Lecture slides on the Z Transform File").
- PL materials
- Suggested problems for TP04 class (first 40 minutes of PL class) File
  
  Uploaded 30/09/23, 20:03
- Guide regarding week04 lab experiment (NOT for Distributed Assessment) File
  
  Uploaded 29/09/23, 11:52
- FPS_lab04.zip File
  
  Uploaded 29/09/23, 11:53
- OCTOBER 6: 10-minute Quiz on sampling and reconstruction (14:15 - 14:40)
- Second set of Verification Questions (VQ2 -on sampling and reconstruction of signals) Quiz
  
  By answering this set of Verification Questions, in compliance with the University of Porto Ethical Code of Academic Conduct, namely its Article 13, I am giving my word of honor that I am providing my individual answers without any form of external assistance, and that I am not using any fraudulent methods, namely capturing or using images of the questions.
- AD assessment results so far
- Results after second set of Verification Questions (updated on 10 Oct) File
  
  Uploaded 10/10/23, 22:51
  
  NOTE: pass to open the PDF is the same as that used to answer the second quiz
8 October - 14 October
- PL materials
- Peer-to-peer (P2P) problems (for grading, first 2 × 15 minutes of PL class) File
  
  Uploaded 6/10/23, 12:40
- Guide regarding week05 lab experiment ( NOT for distributed assessment) File
  
  Uploaded 7/10/23, 18:26
  
  For this lab, you may ignore section 3.1.2 of the guide, and you are expected to try the experiments described in Sections 3.2 and 3.3 of the guide.
- stm32f7_loop_dma_FunSP.zip File
  
  Uploaded 7/10/23, 18:28
- path_2_STM32_project File
  
  Uploaded 9/09/23, 18:40
- Additional suggested exercises for week 05 (on the Z-Transform) File
  
  Uploaded 7/10/23, 18:29
- Zoom_PDSi_LAB04_11MAR2021 (video explaining Exercises 2 and 3) URL
  
  NOTE: this video was produced in 2021 and is valid to explain this week's additional exercises 2 and 3.
- notes_LAB04_11MAR2O21 (handwritten notes regarding Exercises 2 and 3) File
  
  Uploaded 9/09/23, 18:40
- ex3.m File
  
  Uploaded 9/09/23, 18:40
15 October - 21 October
- Lecture materials
- Lecture slides on the frequency domain characterization of discrete-time LTI systems File
  
  1001.4 KB Documento PDF
- Zoom_PDSi_TP08_09MAR2021 URL
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition. It covers the multiplication property of the Z-Transform and the Parseval Theorem, and discusses the first part of the set of slides on the frequency-domain representation of discrete-time systems.
- notes_PDSi_TP08_09MAR2021 File
  
  Uploaded 9/09/23, 18:40
- Zoom_PDSi_TP09_11MAR2021 URL
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition. It covers the second part of the set of slides on the frequency-domain representation of discrete-time systems.
- notes_PDSi_TP09_11MAR2021 File
  
  Uploaded 9/09/23, 18:40
- Zoom_PDSi_TP10_16MAR2021 URL
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition. It covers the third part of the set of slides on the frequency-domain representation of discrete-time systems.
- notes_lecture_FPS_22_NOV_2021 File
  
  Uploaded 9/09/23, 18:40
- PL materials
- Peer-to-peer (P2P) problems (for grading, first 2 × 15 minutes of PL class) File
  
  Uploaded 12/10/23, 20:53
- Guide regarding week06 lab experiment (5th lab experiment -> NOT for distributed assessment) File
  
  Uploaded 13/10/23, 09:05
  
  NOTE: although this LAB is not subject to formal assessment, Students should prepare it before the lab class, and are expected to benefit as much as possible from the learning opportunities it elicits (i.e. at least they should complete what is requested in section 6.2 of the guide)
- stm32f7_average_intr_FunSP.zip File
  
  Uploaded 13/10/23, 09:11
- path_2_STM32_project.txt File
  
  Uploaded 9/09/23, 18:40
- Suggested problems for this week (on the inverse Z-Transform) File
  
  Uploaded 13/10/23, 09:21
- Zoom_PDSi_LAB05_16MAR2021 URL
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition. It covers the solution to the first exercise suggested for this week as well as other exercises that will be presented next week.
- ex01.m File
  
  Uploaded 9/09/23, 18:40
- notes_regarding_exercise_1 and more (to be discusssed in coming weeks) File
  
  Uploaded 9/09/23, 18:40
- Third set of Verification Questions (VQ3 - on the Z-Transform) Quiz
  
  By answering this set of Verification Questions, in compliance with the University of Porto Ethical Code of Academic Conduct, namely its Article 13, I am giving my word of honor that I am providing my individual answers without any form of external assistance, and that I am not using any fraudulent methods, namely capturing or using images of the questions.
22 October - 28 October
- Lecture materials
- Slides on structures for the realization of discrete-time systems (in Portuguese) File
  
  569.4 KB Documento PDF
- Video lecture on realization structures (Zoom_PDSi_TP13_24MAR2021) URL
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- Handwritten notes related to the lecture on realization structures File
  
  Uploaded 9/09/23, 18:40
- PL materials
- Guide regarding week07 lab experiment (6th lab experiment -> FOR DISTRIBUTED ASSESSMENT) File
  
  Uploaded 20/10/23, 11:54
- stm32f7_loop_dma_FunSP.zip File
  
  Uploaded 20/10/23, 11:55
- path_2_STM32_project.txt File
  
  Uploaded 9/09/23, 18:40
- Peer-to-peer (P2P) exercises (for training -not assessment) File
  
  Uploaded 20/10/23, 12:16
- Aditional suggested exercises for week07 (on Z-Transform applied to practical cases) File
  
  128.8 KB Documento PDF
- Video (borrowed from another UC) explaining Exercise 1 (although with different parameters) URL
  
  NOTE: this video was produced in 2020 and is valid for the 2023-2024 FunSP edition.
- Handwritten notes explaining exercises 1 and 2 (note that exercise parameters may differ) File
  
  Uploaded 9/09/23, 18:40
- AD assessment results so far
- AD results after the third set of Verification Questions (updated on Oct 26) File
  
  Uploaded 26/10/23, 07:20
  
  Password is the same as that used to access the last Verification Questions quiz
- Verification Questions #4
- Fourth set of Verification Questions (VQ4 on frequency-domain characterization of discrete-time systems: all-pass, inverse, linear-phase...) Quiz
  
  By answering this set of Verification Questions, in compliance with the University of Porto Ethical Code of Academic Conduct, namely its Article 13, I am giving my word of honor that I am providing my individual answers without any form of external assistance, and that I am not using any fraudulent methods, namely capturing or using images of the questions.
29 October - 4 November
5 November - 11 November
- Lecture materials
- Slides on the design of IIR filters (in Portuguese) File
  
  1.6 MB Documento PDF
- Video-based lecture on IIR filter design (part 1/2), starts at (min:sec) 19:00 (was: Zoom_PDSi_TP11_18MAR2021) URL
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition. The relevant part starts at min 19:00.
- Video-based extra lecture on IIR filter design (part 2/2), (was: Zoom_PDSi_TP12_23MAR2021 URL
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- Handwritten notes regarding the previous videos (notes_PDSi_TP12_23MAR2021) File
  
  Uploaded 9/09/23, 18:40
- Slides on the design of FIR filters (in Portuguese) File
  
  977.0 KB Documento PDF
- Video-based extra lecture on FIR filter design (was: Zoom_PDSi_TP14_25MAR2021 URL
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- PL materials
- Guide regarding week08 lab experiment (7th lab experiment -> for DISTRIBUTED ASSESSMENT) File
  
  Uploaded 2/11/23, 20:55
- stm32f7_IIRorder2.zip File
  
  Uploaded 9/09/23, 18:40
- path_2_STM32_project.txt File
  
  Uploaded 9/09/23, 18:40
- Peer-to-peer (P2P) exercises (NOT for grading) File
  
  Uploaded 3/11/23, 19:24
- Suggested exercies for TP08 class File
  
  Uploaded 3/11/23, 19:25
- notes_FPS_TP_10DEC_2021 File
  
  Uploaded 9/09/23, 18:40
  
  Handwritten solutions regarding exercise 1 (although not complete, see attached Matlab code) and exercise 2.
  NOTE: please review carefully Exercise 1 as it is very important for this week (in terms of understanding how a given relative zero-pole distribution determines the frequency response magnitude). The following video, although borrowed from another course, explains it.
- Video explaining Exercise 1, borrowed from another course (as Exercise 4, ZoomVideo_PSFi_lab07_ex04_04Nov2020) URL
  
  NOTE: this video was produced in 2020 in the context of another course (as Exercise 4) and is valid for the 2023-2024 FunSP edition
- week08_ex01.m File
  
  Uploaded 9/09/23, 18:40
- AD assessment results so far
- Distributed Assessment results so far (LAB part) -UPDATED 09Nov File
  
  Uploaded 9/11/23, 12:23
  
  Note: the password is the same as that used to access the fourth set of VQ. Any questions should be directed to your PL Instructor.
- Distributed Assessment results so far (P2P part) -UPDATED 09Nov File
  
  Uploaded 9/11/23, 12:24
  
  Note: the password is the same as that used to access the fourth set of VQ. Any questions should be directed to your PL Instructor.
- AD results after the fourth set of Verification Questions File
  
  Uploaded 1/11/23, 23:41
  
  Password is the same as that used to access the last Verification Questions quiz
12 November - 18 November
- Lecture materials
- Slides on the Discrete Fourier Transform (EN version) File
  
  1.1 MB Documento PDF
- (Zoom lecture on the DFT, part 1/3, borrowed form another course) Zoom_PDSi_TP15_30MAR2021 URL
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- (old but maybe useful) lecture notes_PDSi_TP15_30MAR2021 File
  
  Uploaded 9/09/23, 18:40
- (Zoom lecture on the DFT, part 2/3, borrowed form another course) Zoom_PDSi_TP16_01APR2021 URL
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- (Zoom lecture on the DFT, part 3/3, borrowed form another course) Zoom_PDSi_TP17_20APR2021 URL
  
  NOTE 1: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
  NOTE 2: the first part of this video, up to (min:seg) 30:00 pertains to this lecture, the second part pertains to the next lecture.
- (old but maybe useful) lecture notes_PDSi_TP17_20apr2021 File
  
  Uploaded 9/09/23, 18:40
- PL materials
- Peer-to-peer (P2P) exercises (for grading, first 2 × 15 minutes of PL class) File
  
  Uploaded 10/11/23, 10:54
- Guide regarding week09 lab experiment (8th lab experiment -> NOT for distributed assessment but should be prepared before the PL class and executed during the PL class) File
  
  Uploaded 10/11/23, 11:21
- path_2_STM32_project.txt File
  
  Uploaded 9/09/23, 18:40
- stm32f7_fir_intr_FPS81.zip File
  
  Uploaded 9/09/23, 18:40
- firEqui.m (OCTAVE script, could be useful if you are using Octave) File
  
  Uploaded 9/09/23, 18:40
- Suggested additional exercises for this week File
  
  Uploaded 10/11/23, 11:26
- sting22_e_sinal.wav.zip File
  
  770.1 KB Arquivo (ZIP)
- Verification Questions #5
- Fifth set of Verification Questions (VQ5 on realization structures and III/FIR filter design) Quiz
  
  By answering this set of Verification Questions, in compliance with the University of Porto Ethical Code of Academic Conduct, namely its Article 13, I am giving my word of honor that I am providing my individual answers without any form of external assistance and that I am not using any fraudulent methods, namely capturing or using images of the questions.
19 November - 25 November
- Lecture materials
- Slides on the Fast Fourier Transform File
  
  661.9 KB Documento PDF
- Zoom_PDSi_TP18_22APR2021 URL
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- notes_FPS_03_Jan2021 File
  
  Uploaded 9/09/23, 18:40
- notes_PDSi_TP18_22apr2021 File
  
  Uploaded 9/09/23, 18:40
- Zoom_PDSi_TP19_27APR2021 URL
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- notes_PDSi_TP19_27apr2021 File
  
  Uploaded 9/09/23, 18:40
- Zoom_PDSi_TP20_29APR2021 URL
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- notes_PDSi_TP20_29apr2021 File
  
  Uploaded 9/09/23, 18:40
- PL materials
- Peer-to-peer (P2P) exercises (for grading, first 2 × 15 minutes of PL class) File
  
  Uploaded 16/11/23, 18:35
- Suggested exercises for this week File
  
  152.9 KB Documento PDF
- aeiou_name.zip File
  
  Uploaded 16/11/23, 11:18
- Zoom_PDSi_LAB10_ex05_ex06_29APR2021 URL
  
  NOTE 1: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
  NOTE 2: exercises 5 and 6 in this video correspond to exercises 2 and 4 in the above set of exercises, respectively.
- notes_LAB10_ex05_ex06__29APR2O21 File
  
  Uploaded 9/09/23, 18:40
- ex05.m File
  
  Uploaded 9/09/23, 18:40
- Verification Questions #6
- Sixth set of Verification Questions (VQ6 on the DFT and FFT) Quiz
  
  By answering this set of Verification Questions, in compliance with the University of Porto Ethical Code of Academic Conduct, namely its Article 13, I am giving my word of honor that I am providing my individual answers without any form of external assistance and that I am not using any fraudulent methods, namely capturing or using images of the questions.
26 November - 2 December
The first lecture this week addresses DFT-based computation of the auto/cross-correlation and fast filtering in the frequency domain (the overlap-add and overlap-save methods). This is covered by slides whose PDF is available.
The second lecture this week involves only whiteboard-based analytical developments and explanations (i.e. no slides) on the following themes: the DFT as a uniform filter-bank, and introduction to spectrum estimation.
Specifically, we will present the filter bank interpretation of the DFT, in particular, by addressing the frequency response of each DFT channel. There are no supporting slides. At the end of the class, it should be clear to all attending Students why we say: «The DFT is a filter bank of uniformly frequency-modulated filters whose frequency responses depend on the Fourier Transform of the window that is used to multiply the signal».
Time permitting, we will also address and illustrate how we can use the FFT to perform a special form of spectrum estimation: the spectrogram. It should be clear to all attending Students how the spectrogram is obtained and what information it conveys. This part is not covered by supporting slides.
- Lecture materials
- Lecture slides on the DTFT/Z-Transform/DFT of the auto-correlation and cross-correlation File
  
  Uploaded 23/11/23, 16:09
- Zoom_PDSi_TP21_04May2021 URL
  
  NOTE 1: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- notes_PDSi_TP21_04May2021 File
  
  Uploaded 9/09/23, 18:40
- JUST INFORMATIVE: Slides (in Portuguese) on fast filtering in the frequency domain (the overlap-add and overlap-save methods) File
  
  Uploaded 23/11/23, 16:14
- Zoom_PDSi_TP24_13May2021 URL
  
  NOTE 1: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- Zoom_PDSi_TP22_06May2021 (interpretation of the DFT as a filter bank -PART 1) URL
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- notes_PDSi_TP22_06May2021 File
  
  Uploaded 9/09/23, 18:40
- Zoom_PDSi_TP23_11May2021 (interpretation of the DFT as a filter bank -PART 2- and intro to spectrum estimation) URL
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- notes_PDSi_TP23_11May2021 File
  
  Uploaded 9/09/23, 18:40
- PL materials
- Guide regarding week11 lab experiment (9th lab experiment -> FOR DISTRIBUTED ASSESSMENT) File
  
  Uploaded 24/11/23, 16:49
- path_2_STM32_project.txt File
  
  Uploaded 9/09/23, 18:40
- stm32f7_fir_intr_FPS_diff_HT.zip File
  
  Uploaded 9/09/23, 18:40
- Peer-to-peer (P2P) exercises (NOT for grading) File
  
  Uploaded 23/11/23, 19:19
3 December - 9 December
Lectures this week will continue with the introduction to spectrum estimation using the sliding DFT/FFT, the periodogram, and the spectrogram, and will address a new topic: adaptive filtering. Linear adaptive filtering can be considered the birthplace of machine learning and is also the theme of the LAB next week.
- Lecture materials
- Slides (in Portuguese) on introduction to adaptive filtering File
  
  Uploaded 3/12/23, 15:34
- Complementary slides on adaptive filtering (set 1/3, courtesy of ARM) File
  
  Uploaded 9/09/23, 18:40
- Complementary slides on adaptive filtering (set 2/3, courtesy of ARM) File
  
  Uploaded 9/09/23, 18:40
- Complementary slides on adaptive filtering (set 3/3, courtesy of ARM) File
  
  Uploaded 9/09/23, 18:40
- PL materials
- Guide regarding week12 lab experiment (10th lab experiment -> FOR DISTRIBUTED ASSESSMENT) File
  
  Uploaded 29/11/23, 12:00
  
  NOTE: Before de PL class (i.e. at home) you should prepare answers from Question 1 to Question 5. You may ignore question 6 in case the oscilloscopes in the lab are modern (i.e. not similar to those illustrated in the Lab guide). Your performance in the LAB will be assessed taking into special consideration your answers to Questions 1, 2, 4, 7, 9, 10, and 11.
- path_2_STM32_project.txt File
  
  Uploaded 9/09/23, 18:40
- FunSP_sinus_spectra_RectHamm.m ( (c) AJF ) File
  
  Uploaded 29/11/23, 11:41
- Peer-to-peer (P2P) exercises (NOT for grading) File
  
  Uploaded 29/11/23, 11:41
- FunSP_sinus_spectrum.m ( (c) AJF ) File
  
  Uploaded 29/11/23, 11:42
- Suggested additional exercises for this (and next) week File
  
  Uploaded 29/11/23, 11:43
- audioSPEC.wav.zip File
  
  Uploaded 9/09/23, 18:40
- AD assessment results so far
- AD results after the sixth set of Verification Questions File
  
  Uploaded 5/12/23, 22:41
  
  Note: the password is the same as that used to access the last set of VQ
10 December - 16 December
- Lecture materials
- periodogram_spectrogram_DEMO.zip File
  
  Uploaded 6/12/23, 22:21
- PL materials
- Guide regarding week13 lab experiment (11th lab experiment -> FOR DISTRIBUTED ASSESSMENT) File
  
  Uploaded 6/12/23, 21:37
- path_2_STM32_project.txt File
  
  Uploaded 9/09/23, 18:40
- stm32f7_FIRadapt_intr_FPS.zip File
  
  Uploaded 6/12/23, 21:39
- speechnoise.zip (not mandatory) File
  
  Uploaded 9/09/23, 18:40
- Peer-to-peer (P2P) exercises (NOT for grading) File
  
  Uploaded 6/12/23, 21:52
- vowel.wav.zip File
  
  Uploaded 9/09/23, 18:40
- Previous exams + solutions
- Illustrative FunSP exams (most recent 3 FunSP editions) File
  
  Uploaded 11/12/23, 09:39
  
  NOTE: Complete solutions are provided for half of the exams.
- Verification Questions #7
- Seventh set of Verification Questions (VQ7 on the DFT as a filterbank, the spectrogram and adaptive filtering) Quiz
  
  By answering this set of Verification Questions, in compliance with the University of Porto Ethical Code of Academic Conduct, namely its Article 13, I am giving my word of honor that I am providing my individual answers without any form of external assistance and that I am not using any fraudulent methods, namely capturing or using images of the questions.
- Final AD assessment results
- P2P part (updated on Dec 23) File
  
  Uploaded 23/12/23, 14:05
  
  Note: the password is the same as that used to access the seventh set of VQ. Questions should be directed to your PL Instructor.
- LAB part (updated on Dec 23) File
  
  Uploaded 23/12/23, 14:05
  
  Note: the password is the same as that used to access the seventh set of VQ. Questions should be directed to your PL Instructor.
- VQ part File
  
  Uploaded 21/12/23, 15:51
  
  Note: the password is the same as that used to access the seventh set of VQ. Questions should be directed to your PL Instructor.
- Final combined Distributed Assessment results (updated on Dec 23) File
  
  Uploaded 23/12/23, 14:06
  
  Note: the password is the same as that used to access the seventh set of VQ.
17 December - 23 December

Not available
24 December - 30 December

Not available
31 December - 6 January

Not available
7 January - 13 January

Not available
14 January - 20 January
- Exam rooms and "course order numbers" for 19/Jan/2024 File
  
  Uploaded 16/01/24, 15:41
- Exam of January 19th, 2024 File
  
  Uploaded 23/01/24, 17:06
- Audio file that inspired Exercise 4
  
  Uploaded 26/01/24, 17:06
- Solution topics regarding the exam of January 19th File
  
  Uploaded 23/01/24, 17:07
- Final grades after exam of January 19, 2024 (updated on 27 Jan 2024) File
  
  Uploaded 27/01/24, 20:41
- Second exam (01 February 2024) File
  
  Uploaded 7/02/24, 12:09
- Final grades after exam of February 01, 2024 (updated on 7 Feb 2024) File
  
  Uploaded 7/02/24, 12:11
21 January - 27 January

Not available
28 January - 3 February