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Course10810812344 lectures

Advanced IOT Applications

Prof. T V Prabhakar · IISc Bangalore

Start with lecture 1 At NPTEL

Lectures

Localization in IoT - Part 1

  1. Overview of localization using IoT sensors Video
  2. Outdoor localization without GPS - I Video
  3. Outdoor localization without GPS - II Video
  4. Outdoor localization using elevation - pressure mapping Video

Localization in IoT - Part 2

  1. Localization using IMU sensors - I Video
  2. Localization using IMU sensors - II Video
  3. Localization using IMU sensors - III Video
  4. RFID based localization - I Video
  5. RFID based localization - II Video

Sensors and protocols for next generation automobiles

  1. Simulation of simple algorithms for object detection Video
  2. Building smart vehicle for collision avoidance Video
  3. Basic computer vision algorithms Part -1 Video
  4. Basic computer vision algorithms Part -2 Video
  5. Code walkthrough of computer vision algorithm Video
  6. Introduction to LiDAR Video
  7. Range estimation & Obstacle avoidance Video
  8. Introduction to vehicle platooning Video

Automotive IoT

  1. Building blocks for autonomous vehicles - 1 Video
  2. Building blocks for autonomous vehicles - 2 Video
  3. On Board Diagnostics and protocols Video
  4. Diagnostic services and fuel-injection ratio control unit Video
  5. Real time event processing and Anomaly detection Video
  6. OBD - II and stream processing demonstration Video

Speech to text processing

  1. Speech recognition Part - 1 Video
  2. Speech recognition Part - 2 Video
  3. Speech recognition Part - 3 Video
  4. Speech recognition Part - 4 Video

Device Security

  1. Device Security Part -1 Video
  2. Device Security Part -2 Video
  3. Device Security Part -3 Video

Air quality monitoring

  1. Need for air quality monitoring Video
  2. Air quality : pollutants and standards Video
  3. Introduction to air quality sensors Video
  4. Calibration techniques for IoT air quality sensors Video
  5. Sensor types : semiconductor and electrochemical Video
  6. Air quality : Overview of system design Video
  7. Air quality : System design - part 1 Video
  8. Air quality : System design - part 2 Video
  9. Air quality: Real time measurement for a drive cycle Video

Case Studies

  1. Introduction to First Responder networks Video
  2. First Responders - Applications - Part 1 Video
  3. First Responders - Applications - Part 2 Video
  4. Cargo monitoring for tamper detection - Part 1 Video
  5. Cargo monitoring for tamper detection - Part 2 Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IISc Bangalore
Department
Electrical Engineering
Teacher
Prof. T V Prabhakar
Level
Undergraduate
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.
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