Course Details

Course details of EE5402
Course NoEE5402
Course TitleIndustrial Internet-of-Things (IoT)
Course ContentCourse Contents: 1. General Introduction to the IoT and applications in the Industry - IoT evolution, vision, tools, concepts and the role of humans in the loop - Digital transformation and redefining industry boundaries, IoT markets and technologies, Technical and business challenges - IoT standardization and implementation considering things-centric, data-centric, service-oriented applications. 2. Sensors and Data Communication - Sensors as IoT data sources: Smart devices, Sensor data formats, Wireless sensor nodes, Sensor swarms, MEMS, Sensor nano/microfabrication, Performance parameters of sensors, Energy harvesting architectures, Batteryless/Self-powered devices - Network architectures and communication protocols for IoT: Overview and comparison, in the application context, of PAN, LAN, MAN, WAN, LPWAN, USB, Ethernet, Bluetooth/Bluetooth Low Energy, ZigBee, NFC, RFID, Wi-Fi, WiMax, LoRaWAN, 4G, 5G, LTE, UDP, TCP, IPv6, 6LoWPAN, RPL - Data ingestion and aggregation: Data integrity, Data validation, Data refinement, IoT supported Microprocessors, Microcontrollers and SoCs 3. Machine Learning and Analytics – with focus on Industrial Applications - Machine Learning and Deep Learning: Regression, Support Vector Machines, Decision trees, Neural Networks, Long Short Term Memory networks, Data mining, Artificial Intelligence - Storage, analytics and insights: SQL and NoSQL databases, Time series databases, Encryption/Decryption, Edge intelligence, Cloud computing, Big data analytics, Real-time analytics frameworks, Data visualization, HTTP, HTTPS, MQTT, AMQP, XMPP, CoAP, RESTful, JSON, Predictive analysis, Prescriptive analysis
Course Offered this semesterNo
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