UC: Fundamentos de Processamento de Sinal

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- Avisos Fórum
- UC info Ficha da unidade
- Sumários SIGARRA
- Definition of Signal Processing Ficheiro
  
  Documento PDF; 226.5 KB
- Detailed planning of Lectures/PL classes -version 0 (includes important Distributed Evaluation information) Ficheiro
  
  Documento PDF; 337.6 KB
- Ok, really, what is Signal Processing about ? Hiperligação
- A flavor of Signal Processing applications pushed by Machine Learning Hiperligação
- IEEE Signal Processing Society YouTube channel Hiperligação
- A quick guide to Matlab (in Portuguese) Ficheiro
  
  Carregado 9/09/23 às 18:40
- MatWorks Matlab tutorial Hiperligação
- Instructions regarding "Peer-to-peer learning/assessment" (P2P L/A) Ficheiro
  
  Carregado 9/09/23 às 19:07
- PL_lab_assessment_for_Student_info Ficheiro
  
  Carregado 9/09/23 às 19:08
- Formulae sheet to be distributed during the final exam Ficheiro
  
  Carregado 9/09/23 às 18:40
- NEW (22Sept): Classes-Groups-Students (Turmas-Grupos-Estudantes) Ficheiro
  
  Carregado 22/09/23 às 18:22
10 de setembro - 16 de setembro
- Lecture materials
- Brief description of the FunSP course (in Portuguese) Ficheiro
  
  Documento PDF; 2.0 MB
- Review on the characterization and representation of discrete-time signals and systems Ficheiro
  
  Carregado 14/09/23 às 19:54
- Zoom_FunSP_T01_18oct2021 (lecture, part 1) Hiperligação
  
  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) Hiperligação
  
  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 Ficheiro
  
  Carregado 16/09/23 às 10:21
- Supplementary material (2/2) on the convolution, by AJF Ficheiro
  
  Carregado 16/09/23 às 10:22
- PL materials
- Suggested problems for PL01 (week of September 11) Ficheiro
  
  Documento PDF; 150.3 KB
- Zoom_TP01_ex01 (video explanation of Problem 1) Hiperligação
- Zoom_TP01_ex03 (video explanation of problem 3) Hiperligação
- Handwritten notes regarding week01 PL problems ex01 and ex03 Ficheiro
  
  Carregado 14/09/23 às 20:19
17 de setembro - 23 de setembro
- Lecture materials
- Lecture slides on the discrete-time Fourier transform (DTFT) and the DTFT of the auto/cross-correlation Ficheiro
  
  Documento PDF; 896.3 KB
- Zoom_FunSP_T02_25oct2021 (lecture) Hiperligação
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- notes_FPS25oct2021 Ficheiro
  
  Carregado 9/09/23 às 18:40
- old_notes_(may still be useful) Ficheiro
  
  Carregado 9/09/23 às 18:40
- PL materials
- Illustrative P2P exercises (not for grading) Ficheiro
  
  Carregado 16/09/23 às 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 Ficheiro
  
  Carregado 16/09/23 às 11:04
- Mais um reforço de introdução aos comandos Matlab/Octave Ficheiro
  
  Carregado 9/09/23 às 18:40
- Zoom_PDSi_LAB01_18FEB2021 Hiperligação
  
  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 Ficheiro
  
  Carregado 9/09/23 às 18:40
- Matlab_LAB01ex01_18FEB2021 Ficheiro
  
  Carregado 9/09/23 às 18:40
- Matlab_LAB01ex03_18FEB2021 Ficheiro
  
  Carregado 9/09/23 às 18:40
24 de setembro - 30 de setembro
- Lecture materials
- Lecture slides on sampling and reconstruction of continuous-time signals Ficheiro
  
  Documento PDF; 763.7 KB
- Zoom_PDSi_TP03_18FEB2021 (3rd lecture, first part) Hiperligação
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- notes_PDSi_TP03_18FEB2021 Ficheiro
  
  Carregado 9/09/23 às 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) Hiperligação
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- Zoom_PDSi_TP04_23FEB2021 (3rd lecture, second part) Hiperligação
  
  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 Ficheiro
  
  Carregado 9/09/23 às 18:40
- PL materials
- Guide regarding week03 LAB experiment (for grading) Ficheiro
  
  Carregado 23/09/23 às 10:55
- C code needed for this lab experiment (ZIPped .c source file) Ficheiro
  
  Carregado 21/09/23 às 21:15
- Additional TP problems suggested for Week 3 (week of September 25) Ficheiro
  
  Carregado 24/09/23 às 20:28
- Zoom_video_regarding_TP_problem_1 (2020 recording, borrowed from another course) Hiperligação
- Matlab_TP03_ex01.m Ficheiro
  
  Carregado 9/09/23 às 18:40
- Zoom_video_regarding_TP_problem_2 (2020 recording, borrowed from another course) Hiperligação
- notes_regarding_TP03_problem_2 Ficheiro
  
  Carregado 9/09/23 às 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) Teste
  
  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 de outubro - 7 de outubro
- Lecture materials
- Lecture slides on the Z Transform Ficheiro
  
  Documento PDF; 2.0 MB
- Complementary slides on the Z-Transform (courtesy of ARM) Ficheiro
  
  Carregado 9/09/23 às 18:40
- Zoom_PDSi_TP05_25FEB2021 Hiperligação
  
  NOTE: this video was produced in 2021 (part 1/3) and is valid for the 2023-2024 FunSP edition.
- notes_PDSi_TP05_25FEB2021 Ficheiro
  
  Carregado 9/09/23 às 18:40
- notes_FPS08Nov2021 Ficheiro
  
  Carregado 9/09/23 às 18:40
- Zoom_PDSi_TP06_02MAR2021 Hiperligação
  
  NOTE: this video was produced in 2021 (part 2/3) and is valid for the 2023-2024 FunSP edition.
- Zoom_PDSi_TP07_04MAR2021 Hiperligação
  
  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) Ficheiro
  
  Carregado 30/09/23 às 20:03
- Guide regarding week04 lab experiment (NOT for Distributed Assessment) Ficheiro
  
  Carregado 29/09/23 às 11:52
- FPS_lab04.zip Ficheiro
  
  Carregado 29/09/23 às 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) Teste
  
  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) Ficheiro
  
  Carregado 10/10/23 às 22:51
  
  NOTE: pass to open the PDF is the same as that used to answer the second quiz
8 de outubro - 14 de outubro
- PL materials
- Peer-to-peer (P2P) problems (for grading, first 2 × 15 minutes of PL class) Ficheiro
  
  Carregado 6/10/23 às 12:40
- Guide regarding week05 lab experiment ( NOT for distributed assessment) Ficheiro
  
  Carregado 7/10/23 às 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 Ficheiro
  
  Carregado 7/10/23 às 18:28
- path_2_STM32_project Ficheiro
  
  Carregado 9/09/23 às 18:40
- Additional suggested exercises for week 05 (on the Z-Transform) Ficheiro
  
  Carregado 7/10/23 às 18:29
- Zoom_PDSi_LAB04_11MAR2021 (video explaining Exercises 2 and 3) Hiperligação
  
  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) Ficheiro
  
  Carregado 9/09/23 às 18:40
- ex3.m Ficheiro
  
  Carregado 9/09/23 às 18:40
15 de outubro - 21 de outubro
- Lecture materials
- Lecture slides on the frequency domain characterization of discrete-time LTI systems Ficheiro
  
  Documento PDF; 1001.4 KB
- Zoom_PDSi_TP08_09MAR2021 Hiperligação
  
  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 Ficheiro
  
  Carregado 9/09/23 às 18:40
- Zoom_PDSi_TP09_11MAR2021 Hiperligação
  
  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 Ficheiro
  
  Carregado 9/09/23 às 18:40
- Zoom_PDSi_TP10_16MAR2021 Hiperligação
  
  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 Ficheiro
  
  Carregado 9/09/23 às 18:40
- PL materials
- Peer-to-peer (P2P) problems (for grading, first 2 × 15 minutes of PL class) Ficheiro
  
  Carregado 12/10/23 às 20:53
- Guide regarding week06 lab experiment (5th lab experiment -> NOT for distributed assessment) Ficheiro
  
  Carregado 13/10/23 às 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 Ficheiro
  
  Carregado 13/10/23 às 09:11
- path_2_STM32_project.txt Ficheiro
  
  Carregado 9/09/23 às 18:40
- Suggested problems for this week (on the inverse Z-Transform) Ficheiro
  
  Carregado 13/10/23 às 09:21
- Zoom_PDSi_LAB05_16MAR2021 Hiperligação
  
  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 Ficheiro
  
  Carregado 9/09/23 às 18:40
- notes_regarding_exercise_1 and more (to be discusssed in coming weeks) Ficheiro
  
  Carregado 9/09/23 às 18:40
- Third set of Verification Questions (VQ3 - on the Z-Transform) Teste
  
  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 de outubro - 28 de outubro
- Lecture materials
- Slides on structures for the realization of discrete-time systems (in Portuguese) Ficheiro
  
  Documento PDF; 569.4 KB
- Video lecture on realization structures (Zoom_PDSi_TP13_24MAR2021) Hiperligação
  
  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 Ficheiro
  
  Carregado 9/09/23 às 18:40
- PL materials
- Guide regarding week07 lab experiment (6th lab experiment -> FOR DISTRIBUTED ASSESSMENT) Ficheiro
  
  Carregado 20/10/23 às 11:54
- stm32f7_loop_dma_FunSP.zip Ficheiro
  
  Carregado 20/10/23 às 11:55
- path_2_STM32_project.txt Ficheiro
  
  Carregado 9/09/23 às 18:40
- Peer-to-peer (P2P) exercises (for training -not assessment) Ficheiro
  
  Carregado 20/10/23 às 12:16
- Aditional suggested exercises for week07 (on Z-Transform applied to practical cases) Ficheiro
  
  Documento PDF; 128.8 KB
- Video (borrowed from another UC) explaining Exercise 1 (although with different parameters) Hiperligação
  
  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) Ficheiro
  
  Carregado 9/09/23 às 18:40
- AD assessment results so far
- AD results after the third set of Verification Questions (updated on Oct 26) Ficheiro
  
  Carregado 26/10/23 às 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...) Teste
  
  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 de outubro - 4 de novembro
5 de novembro - 11 de novembro
- Lecture materials
- Slides on the design of IIR filters (in Portuguese) Ficheiro
  
  Documento PDF; 1.6 MB
- Video-based lecture on IIR filter design (part 1/2), starts at (min:sec) 19:00 (was: Zoom_PDSi_TP11_18MAR2021) Hiperligação
  
  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 Hiperligação
  
  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) Ficheiro
  
  Carregado 9/09/23 às 18:40
- Slides on the design of FIR filters (in Portuguese) Ficheiro
  
  Documento PDF; 977.0 KB
- Video-based extra lecture on FIR filter design (was: Zoom_PDSi_TP14_25MAR2021 Hiperligação
  
  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) Ficheiro
  
  Carregado 2/11/23 às 20:55
- stm32f7_IIRorder2.zip Ficheiro
  
  Carregado 9/09/23 às 18:40
- path_2_STM32_project.txt Ficheiro
  
  Carregado 9/09/23 às 18:40
- Peer-to-peer (P2P) exercises (NOT for grading) Ficheiro
  
  Carregado 3/11/23 às 19:24
- Suggested exercies for TP08 class Ficheiro
  
  Carregado 3/11/23 às 19:25
- notes_FPS_TP_10DEC_2021 Ficheiro
  
  Carregado 9/09/23 às 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) Hiperligação
  
  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 Ficheiro
  
  Carregado 9/09/23 às 18:40
- AD assessment results so far
- Distributed Assessment results so far (LAB part) -UPDATED 09Nov Ficheiro
  
  Carregado 9/11/23 às 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 Ficheiro
  
  Carregado 9/11/23 às 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 Ficheiro
  
  Carregado 1/11/23 às 23:41
  
  Password is the same as that used to access the last Verification Questions quiz
12 de novembro - 18 de novembro
- Lecture materials
- Slides on the Discrete Fourier Transform (EN version) Ficheiro
  
  Documento PDF; 1.1 MB
- (Zoom lecture on the DFT, part 1/3, borrowed form another course) Zoom_PDSi_TP15_30MAR2021 Hiperligação
  
  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 Ficheiro
  
  Carregado 9/09/23 às 18:40
- (Zoom lecture on the DFT, part 2/3, borrowed form another course) Zoom_PDSi_TP16_01APR2021 Hiperligação
  
  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 Hiperligação
  
  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 Ficheiro
  
  Carregado 9/09/23 às 18:40
- PL materials
- Peer-to-peer (P2P) exercises (for grading, first 2 × 15 minutes of PL class) Ficheiro
  
  Carregado 10/11/23 às 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) Ficheiro
  
  Carregado 10/11/23 às 11:21
- path_2_STM32_project.txt Ficheiro
  
  Carregado 9/09/23 às 18:40
- stm32f7_fir_intr_FPS81.zip Ficheiro
  
  Carregado 9/09/23 às 18:40
- firEqui.m (OCTAVE script, could be useful if you are using Octave) Ficheiro
  
  Carregado 9/09/23 às 18:40
- Suggested additional exercises for this week Ficheiro
  
  Carregado 10/11/23 às 11:26
- sting22_e_sinal.wav.zip Ficheiro
  
  Arquivo (ZIP); 770.1 KB
- Verification Questions #5
- Fifth set of Verification Questions (VQ5 on realization structures and III/FIR filter design) Teste
  
  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 de novembro - 25 de novembro
- Lecture materials
- Slides on the Fast Fourier Transform Ficheiro
  
  Documento PDF; 661.9 KB
- Zoom_PDSi_TP18_22APR2021 Hiperligação
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- notes_FPS_03_Jan2021 Ficheiro
  
  Carregado 9/09/23 às 18:40
- notes_PDSi_TP18_22apr2021 Ficheiro
  
  Carregado 9/09/23 às 18:40
- Zoom_PDSi_TP19_27APR2021 Hiperligação
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- notes_PDSi_TP19_27apr2021 Ficheiro
  
  Carregado 9/09/23 às 18:40
- Zoom_PDSi_TP20_29APR2021 Hiperligação
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- notes_PDSi_TP20_29apr2021 Ficheiro
  
  Carregado 9/09/23 às 18:40
- PL materials
- Peer-to-peer (P2P) exercises (for grading, first 2 × 15 minutes of PL class) Ficheiro
  
  Carregado 16/11/23 às 18:35
- Suggested exercises for this week Ficheiro
  
  Documento PDF; 152.9 KB
- aeiou_name.zip Ficheiro
  
  Carregado 16/11/23 às 11:18
- Zoom_PDSi_LAB10_ex05_ex06_29APR2021 Hiperligação
  
  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 Ficheiro
  
  Carregado 9/09/23 às 18:40
- ex05.m Ficheiro
  
  Carregado 9/09/23 às 18:40
- Verification Questions #6
- Sixth set of Verification Questions (VQ6 on the DFT and FFT) Teste
  
  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 de novembro - 2 de dezembro
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 Ficheiro
  
  Carregado 23/11/23 às 16:09
- Zoom_PDSi_TP21_04May2021 Hiperligação
  
  NOTE 1: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- notes_PDSi_TP21_04May2021 Ficheiro
  
  Carregado 9/09/23 às 18:40
- JUST INFORMATIVE: Slides (in Portuguese) on fast filtering in the frequency domain (the overlap-add and overlap-save methods) Ficheiro
  
  Carregado 23/11/23 às 16:14
- Zoom_PDSi_TP24_13May2021 Hiperligação
  
  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) Hiperligação
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- notes_PDSi_TP22_06May2021 Ficheiro
  
  Carregado 9/09/23 às 18:40
- Zoom_PDSi_TP23_11May2021 (interpretation of the DFT as a filter bank -PART 2- and intro to spectrum estimation) Hiperligação
  
  NOTE: this video was produced in 2021 and is valid for the 2023-2024 FunSP edition.
- notes_PDSi_TP23_11May2021 Ficheiro
  
  Carregado 9/09/23 às 18:40
- PL materials
- Guide regarding week11 lab experiment (9th lab experiment -> FOR DISTRIBUTED ASSESSMENT) Ficheiro
  
  Carregado 24/11/23 às 16:49
- path_2_STM32_project.txt Ficheiro
  
  Carregado 9/09/23 às 18:40
- stm32f7_fir_intr_FPS_diff_HT.zip Ficheiro
  
  Carregado 9/09/23 às 18:40
- Peer-to-peer (P2P) exercises (NOT for grading) Ficheiro
  
  Carregado 23/11/23 às 19:19
3 de dezembro - 9 de dezembro
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 Ficheiro
  
  Carregado 3/12/23 às 15:34
- Complementary slides on adaptive filtering (set 1/3, courtesy of ARM) Ficheiro
  
  Carregado 9/09/23 às 18:40
- Complementary slides on adaptive filtering (set 2/3, courtesy of ARM) Ficheiro
  
  Carregado 9/09/23 às 18:40
- Complementary slides on adaptive filtering (set 3/3, courtesy of ARM) Ficheiro
  
  Carregado 9/09/23 às 18:40
- PL materials
- Guide regarding week12 lab experiment (10th lab experiment -> FOR DISTRIBUTED ASSESSMENT) Ficheiro
  
  Carregado 29/11/23 às 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 Ficheiro
  
  Carregado 9/09/23 às 18:40
- FunSP_sinus_spectra_RectHamm.m ( (c) AJF ) Ficheiro
  
  Carregado 29/11/23 às 11:41
- Peer-to-peer (P2P) exercises (NOT for grading) Ficheiro
  
  Carregado 29/11/23 às 11:41
- FunSP_sinus_spectrum.m ( (c) AJF ) Ficheiro
  
  Carregado 29/11/23 às 11:42
- Suggested additional exercises for this (and next) week Ficheiro
  
  Carregado 29/11/23 às 11:43
- audioSPEC.wav.zip Ficheiro
  
  Carregado 9/09/23 às 18:40
- AD assessment results so far
- AD results after the sixth set of Verification Questions Ficheiro
  
  Carregado 5/12/23 às 22:41
  
  Note: the password is the same as that used to access the last set of VQ
10 de dezembro - 16 de dezembro
- Lecture materials
- periodogram_spectrogram_DEMO.zip Ficheiro
  
  Carregado 6/12/23 às 22:21
- PL materials
- Guide regarding week13 lab experiment (11th lab experiment -> FOR DISTRIBUTED ASSESSMENT) Ficheiro
  
  Carregado 6/12/23 às 21:37
- path_2_STM32_project.txt Ficheiro
  
  Carregado 9/09/23 às 18:40
- stm32f7_FIRadapt_intr_FPS.zip Ficheiro
  
  Carregado 6/12/23 às 21:39
- speechnoise.zip (not mandatory) Ficheiro
  
  Carregado 9/09/23 às 18:40
- Peer-to-peer (P2P) exercises (NOT for grading) Ficheiro
  
  Carregado 6/12/23 às 21:52
- vowel.wav.zip Ficheiro
  
  Carregado 9/09/23 às 18:40
- Previous exams + solutions
- Illustrative FunSP exams (most recent 3 FunSP editions) Ficheiro
  
  Carregado 11/12/23 às 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) Teste
  
  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) Ficheiro
  
  Carregado 23/12/23 às 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) Ficheiro
  
  Carregado 23/12/23 às 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 Ficheiro
  
  Carregado 21/12/23 às 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) Ficheiro
  
  Carregado 23/12/23 às 14:06
  
  Note: the password is the same as that used to access the seventh set of VQ.
17 de dezembro - 23 de dezembro

Não disponível
24 de dezembro - 30 de dezembro

Não disponível
31 de dezembro - 6 de janeiro

Não disponível
7 de janeiro - 13 de janeiro

Não disponível
14 de janeiro - 20 de janeiro
- Exam rooms and "course order numbers" for 19/Jan/2024 Ficheiro
  
  Carregado 16/01/24 às 15:41
- Exam of January 19th, 2024 Ficheiro
  
  Carregado 23/01/24 às 17:06
- Audio file that inspired Exercise 4 Ficheiro
  
  Carregado 26/01/24 às 17:06
- Solution topics regarding the exam of January 19th Ficheiro
  
  Carregado 23/01/24 às 17:07
- Final grades after exam of January 19, 2024 (updated on 27 Jan 2024) Ficheiro
  
  Carregado 27/01/24 às 20:41
- Second exam (01 February 2024) Ficheiro
  
  Carregado 7/02/24 às 12:09
- Final grades after exam of February 01, 2024 (updated on 7 Feb 2024) Ficheiro
  
  Carregado 7/02/24 às 12:11
21 de janeiro - 27 de janeiro

Não disponível
28 de janeiro - 3 de fevereiro

Agenda semanal

Informações

10 de setembro - 16 de setembro

17 de setembro - 23 de setembro

24 de setembro - 30 de setembro

1 de outubro - 7 de outubro

8 de outubro - 14 de outubro

15 de outubro - 21 de outubro

22 de outubro - 28 de outubro

29 de outubro - 4 de novembro

5 de novembro - 11 de novembro

12 de novembro - 18 de novembro

19 de novembro - 25 de novembro

26 de novembro - 2 de dezembro

3 de dezembro - 9 de dezembro

10 de dezembro - 16 de dezembro

17 de dezembro - 23 de dezembro

24 de dezembro - 30 de dezembro

31 de dezembro - 6 de janeiro

7 de janeiro - 13 de janeiro

14 de janeiro - 20 de janeiro

21 de janeiro - 27 de janeiro

28 de janeiro - 3 de fevereiro