Learn · NPTEL

Course10810517964 lectures

Signal Processing for mm Wave Communication for 5G and Beyond

Prof. Amit Kumar Dutta · IIT Kharagpur

Start with lecture 1 At NPTEL

About

Due to significant tele-traffic growth in forthcoming 5G technology, it is essential to increase the service bandwidth and transmission radio frequency to millimeter wave. This comes with its own set problems due to higher path loss and other issues. This course encompasses the complete mmWave communication from the signal processing point of view. In this course, we will cover mmWave channel models, MIMO-OFDM in mmWave and Beamforming technology. We will also cover a rigorous MATLAB simulation to understand mmWave beamforming with MIMO-OFDM.

Intended audience: BTech final year, M.Tech students (enrolled or passed out), any employee of an organization which is involved in Physical layer (4G/5G) algorithms development

Prerequisites: Minimum: BE (ECE)SUPPORTED INDUSTRIES : Qualcomm Ltd., Mediatech Communication Private Ltd.

Lectures

Week 1

  1. Lecture 1 : Tx- Rx Structure YouTube
  2. Lecture 2 : Rx -Structure YouTube
  3. Lecture 3 : Fundamental of Ray-Tracing model YouTube
  4. Lecture 4 : General channel model (Part-1) YouTube
  5. Lecture 5 : General channel model (Part-1) cont. YouTube
  6. Lecture 6 : General channel model (Part-1) cont. YouTube

Week 2

  1. lecture No- 07 : General channel model (Part-II) YouTube
  2. lecture No- 08 : Wireless channel-A ray tracing model part-II YouTube
  3. lecture No- 09 : Wireless channel-A ray tracing model part-II (cont) YouTube
  4. lecture No- 10: Wireless channel-A ray tracing model part-II (cont) YouTube
  5. lecture No- 11 : Wireless channel-A ray tracing model part-II (cont) YouTube
  6. lecture No- 12 : RMS Delay spread & Doppler Effect on channel YouTube

Week 3

  1. lecture No- 13 : Time Varing Model YouTube
  2. lecture No- 14 : Doppler Impact on coherence BW YouTube
  3. lecture No- 15 : Introduction to time series YouTube
  4. lecture No- 16 : AR,ARMA,MA process YouTube
  5. lecture No- 17 : Doppler with AR process model YouTube
  6. lecture No- 18 : Coherence time and parameter summery YouTube

Week 4

  1. Lecture No 19 : Basic ISI channel YouTube
  2. Lecture No 20 : Channel estimation and Equalizer YouTube
  3. Lecture No 21 : precoder and MIMO YouTube
  4. Lecture No 22 : precoder and MIMO(contd) YouTube
  5. Lecture No 23 : Basics of mmwave spectrum YouTube

Week 5

  1. lecture No- 24 : Angle of arrival and angle of departure YouTube
  2. lecture No- 25 : 3D concepts, AoA,AoD YouTube
  3. lecture No- 26 : mmWave channel model with RX beaming YouTube
  4. lecture No- 27 : mmWave channel model with RX beaming(contd) YouTube
  5. lecture No- 28 : mmWave channel model with RX beaming(contd) YouTube
  6. lecture No- 29 : mmWave channel model (contd) YouTube

Week 6

  1. lecture No- 30 : mmwave channel model(continuing) YouTube
  2. lecture No- 31 : mmWave channel model (continuing -Tx side multiple antenna) YouTube
  3. lecture No- 32 : Basics of Beamforming YouTube
  4. lecture No- 33 : Single Antenna beamforming YouTube
  5. lecture No- 34 : Concept of antenna many fold vector. YouTube
  6. lecture No- 35 : 3D Concept of antenna many fold vector. YouTube

Week 7

  1. lecture No- 36 "Different Geometry of antennafrom electrical point of view" YouTube
  2. lecture No- 37 Basics of Beamforming pattern(part-I) YouTube
  3. lecture No- 38 Basics of Beamforming pattern (part-II) YouTube
  4. lecture No- 39 SISO Beamforming YouTube

Week 8

  1. lecture No- 40 : MIMO Beamforming YouTube
  2. lecture No- 41 : Structural implementation of MIMO Beamforming YouTube
  3. lecture No- 42 : Different Level of Beamforming YouTube
  4. lecture No- 43 : MIMO Beamforming in Transmitter side YouTube
  5. lecture No- 44 : MIMO Beamforming in Receiver side YouTube

Week 9

  1. lecture No- 45 : MIMO Beamforming in Receiver side (part-II) YouTube
  2. lecture No- 46 : Mathematical description of MIMO Beamforming (cont’d) YouTube
  3. lecture No- 47 : Equalizer based detector YouTube
  4. lecture No- 48 : Parameter to be designed in MIMO Beamforming YouTube

Week 10

  1. lecture No- 49 : OFDM Data model YouTube
  2. lecture No- 50 : OFDM Data model (cont'd) YouTube
  3. lecture No- 51 : General OFDM YouTube
  4. lecture No- 52 : OFDM spectrum and CFO YouTube
  5. lecture No- 53 : MIMO OFDM Structure YouTube
  6. lecture No- 54 : MIMO OFDM decode and beamforming YouTube

Week 11

  1. lecture No- 55 : Design parameter estimation (part-1) YouTube
  2. lecture No- 56 : Design parameter estimation (part-2) " YouTube
  3. lecture No- 57 : Design parameter estimation (part-3) " YouTube
  4. lecture No- 58 : Design parameter estimation (part-4) " YouTube
  5. lecture No- 59 : Design parameter estimation (part-5) " YouTube
  6. lecture No- 60 : MU system YouTube

Week 12

  1. lecture No- 61 : CFO and other impairment and their effects YouTube
  2. lecture No- 62 : Multi User Hybrid beam and impairment and analysis (part-3) " YouTube
  3. lecture No- 63 : Multi User Hybrid beam and Impairment and analysis (part-4) YouTube
  4. lecture No- 64 : Multi User Hybrid beam and Impairment and analysis (part-5) YouTube

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Kharagpur
Department
Electrical Engineering
Teacher
Prof. Amit Kumar Dutta
Level
Graduate
Language
English
Subjects
Engineering
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
Who can watch
NPTEL gives no rating. Invisible Network shows it to Tweens profiles and older, judged from what the source says about it. How courses are placed