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Advanced IOT Applications

Indian Institute of Science Bangalore via NPTEL

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Overview

Course Introduction : A selected set of applications for the IoT world are introduced. In our topic on first responder networks, we attempt to build a system to detect human life under a building debris. The sensors and the algorithms designed will be described. Our topic on automotive sector includes sensors such as LiDARs and cameras used for obstacle detection. Anomaly detection in streaming will be discussed. We also explain some of the current protocols from the Wi-Fi world which have been made suitable for the V2X communication. Several applications require speech to text and we propose to explain the acoustic and language models associated with decoding. We introduce the topic of cargo monitoring in large warehouses by combining vision with learning. Our topic on localization uses the IMU sensors present in a mobile phone and combination of relevant sensors to achieve tracking. Other topics include air quality and we will discuss the issues associated with them. 

Syllabus

Unit 1  :  Localization in IoT
Unit 2  :  Sensors and protocols for next generation automobiles
Unit 3  :  Automotive IoT
Unit 4  :  Speech to text processing
Unit 5  :  Air quality monitoring
Unit 6  :  Device security
Unit 7  :  First responder IoT networks 
Unit 8  :  Cargo monitoring

Taught by

Prof. T V Prabhakar

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