{"id":8562,"date":"2024-11-30T22:55:36","date_gmt":"2024-11-30T17:25:36","guid":{"rendered":"https:\/\/www.ee.iitb.ac.in\/web\/?post_type=course_lists&p=8562"},"modified":"2024-11-30T22:55:46","modified_gmt":"2024-11-30T17:25:46","slug":"ee6104-internet-of-things","status":"publish","type":"course_lists","link":"https:\/\/www.ee.iitb.ac.in\/web\/course_lists\/ee6104-internet-of-things\/","title":{"rendered":"EE6104 – Internet of Things"},"content":{"rendered":"
\n

EE6104 – Internet of Things \u00a0\u00a0\u00a0<\/strong><\/p>\n

Module 1: IoT Introduction and Fundamentals<\/p>\n

\u25cf \u00a0\u00a0\u00a0IoT Definition, Applications, Benefits\/challenges
\n\u25cf \u00a0\u00a0\u00a0IoT layers and components: Sensors, signal processing, data\u00a0transmission (wired\/wireless), data analysis.
\n\u25cf \u00a0\u00a0\u00a0IoT levels based on complexity
\n\u25cf \u00a0\u00a0\u00a0IoT hardware and computing platforms<\/p>\n

Lab: (2 labs)<\/p>\n

1. \u00a0\u00a0\u00a0IoT kit introduction: Hardware and software (programming\u00a0environment), IDE
\n2. \u00a0\u00a0\u00a0Embedded software relevant to microcontroller and IoT platform
\n3. \u00a0\u00a0\u00a0Introduction to peripheral interfacing related to IoT-system\u00a0design (Sensor, ADC, and wireless module available on kit). This can\u00a0include SPI\/I2C etc.
\n4. \u00a0\u00a0\u00a0Peripheral interfacing like LEDs\/ keys (display, keypad)<\/p>\n

Module 2: Signals, Sensors, Actuators, Interfaces
\n\u25cf \u00a0\u00a0\u00a0Sensors, different types\/classes of sensors, Sensor parameters:\u00a0non-idealities, Sensitivity, SNR, power\/energy, form-factor
\n\u25cf \u00a0\u00a0\u00a0Sensor read-out, ADCs, interfacing of sensors<\/p>\n<\/div>\n

\u25cf \u00a0\u00a0\u00a0Circuit component mismatch and mitigation techniques\u00a0(calibration, chopping, autozeroing etc.)
\n\u25cf \u00a0\u00a0\u00a0Datasheet aspects relevant to sensors, sensor selection
\n\u25cf \u00a0\u00a0\u00a0Basic signal processing (sampling, filtering, quantization,\u00a0computation, storage)Lab: (1 lab)
\n1. \u00a0\u00a0\u00a0Interfacing sensor, ADC with the available board, programming for\u00a0interfacing minimum of two sensors (temperature, soil moisture)\u00a0simultaneously
\n2. \u00a0\u00a0\u00a0Interfacing actuatorsModule 3: Networking, Communication and computing\u25cf \u00a0\u00a0\u00a0Introduction to basic Communication Network functioning: Layers,\u00a0Spectrum bands used for IoT communications, Challenges in Networking of\u00a0IoT Nodes
\n\u25cf \u00a0\u00a0\u00a0IoT node access methods, technologies and protocols: WiFi, 5G,\u00a0MQTT, LPWAN, LoRa, , IEEE 802.15.4, etc
\n\u25cf \u00a0\u00a0\u00a0Cloud computing
\n\u25cf \u00a0\u00a0\u00a0Optional: Other related topics
\n\u25a0 \u00a0\u00a0\u00a0Machine-to-Machine (M2M) and IoT Technology\u00a0Fundamentals, Medium Access Control (MAC) Protocols for M2M\u00a0Communications
\n\u25a0 \u00a0\u00a0\u00a05G Cellular Networks and 5G IoT Communications,\u00a0Low-Power Wide Area Networks
\n\u25a0 \u00a0\u00a0\u00a0Wireless \u00a0\u00a0\u00a0Communications and Networking: channel\u00a0models, power budgets, data rates
\n\u25a0 \u00a0\u00a0\u00a0IoT security and privacyLab: (3 labs)
\n1. \u00a0\u00a0\u00a0Interfacing or using wireless modules with available boards\/kits
\n2. \u00a0\u00a0\u00a0Communication protocol for connectivity of IoT-CPS system with\u00a0cloud (IoT platform)
\n3. \u00a0\u00a0\u00a0Connectivity of gateway to cloud server and control using\u00a0dashboard\/webpage
\n4. \u00a0\u00a0\u00a0Protocols for node communication to gateway\/internet\/cloud, and\u00a0also among nodes (send-receive data)<\/p>\n

Module 4: Data Analysis
\n\u25cf \u00a0\u00a0\u00a0Preprocessing, data handling, and computing with Python
\n\u25cf \u00a0\u00a0\u00a0Basic statistics and probability relevant to IoT data analysis
\n\u25cf \u00a0\u00a0\u00a0Linear regression, clustering, classification
\n\u25cf \u00a0\u00a0\u00a0Supervised and unsupervised learning, distributed learning
\n\u25cf \u00a0\u00a0\u00a0Visualization (dissemination)<\/p>\n

Lab: (2 labs)
\n1. \u00a0\u00a0\u00a0To use and analyze data collected from sensors\/cloud
\n2. \u00a0\u00a0\u00a0Bring in closed loop application of data analytics (like\u00a0controlling action\/ alert)
\n3. \u00a0\u00a0\u00a0Perform classification\/prediction based on collected data
\n4. Use of basic visualization for data interpretation<\/p>\n

Module 5: Case studies and Project
\n* \u00a0\u00a0\u00a0Discuss IoT case studies (these could be running throughout the\u00a0modules)<\/p>\n

Lab: (2 labs)
\no Put together a complete and practical IoT system with possibly more\u00a0than one nodes connecting to a gateway. This will be connected to the\u00a0cloud to perform data analysis, make inference, and provide actuating
\nsignals.<\/p>\n

Text\/References:<\/p>\n

1) \u00a0\u00a0\u00a0Jacob Freden, Handbook of Modern Sensors – Physics, Designs, and\u00a0Applications, 4th ed, Springer, 2010.
\n2) \u00a0\u00a0\u00a0James F Kurose and Keith W Ross, Computer Networking: A Top-Down\u00a0Approach, 6th ed, Pearson, 2012.
\n3) \u00a0\u00a0\u00a0Arsheep Bagha and Vijay Madisetti, Internet of Things – A Hands-on\u00a0Approach, Orient Blackswan Private Ltd., 2015.
\n4) \u00a0\u00a0\u00a0David Hanes, et.al., IoT Fundamentals: Networking Technologies,
\nProtocols, and Use Cases for the Internet of Things, Pearson, 2017.
\n5) \u00a0\u00a0\u00a0Harry G Perros, An Introduction to IoT Analytics, CRC Press, 2021.
\n6) \u00a0\u00a0\u00a0Relevant articles from journals related to IoT.<\/p>\n<\/div>\n","protected":false},"featured_media":0,"parent":0,"template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-global-header-display":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":""},"acf":[],"yoast_head":"\nEE6104 - Internet of Things – EE IIT Bombay<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.ee.iitb.ac.in\/web\/course_lists\/ee6104-internet-of-things\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"EE6104 - 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