More Related Content
Similar to 45days-embedded-systems-and-iot.pdf
Similar to 45days-embedded-systems-and-iot.pdf (20)
Recently uploaded
Recently uploaded (20)
45days-embedded-systems-and-iot.pdf
- 1. www. theiotacademy.co 01 Datatypes Array Conditional Statements Functions / Callback function Structures Pointers Storage classes Recap of Embedded C EMBEDDED SYSTEM SIGNAL AND ACQUISITION Analog and Digital Industrial Terminology Embedded and IoT (45 days) INTRODUCTION TO IOT A What is IoT IoT application in different domains Trends in IoT Market Smart things Gatewa ys Middleware Edge vs Cloud functional partitioning Basic Concepts Sensors/Actuators Microcontroller units and Architecture (Arduino) Interfaces (serial port, SPI, I2C, UART) ADC, Timers, RTC, Interrupts, Polling, DMA Memory architecture and handling (stack, heap, cache) Application driven Selection of Microcontrollers
- 2. www. theiotacademy.co 02 LIVE USE CASES IOT ARCHITECTURE Architecture. Tech Stack. Hardware Development Platforms Software Development Platforms Communication Protocols Power Requirements in IoT Cloud, its components and IoT Data Streaming and IoT Data Store and IoT Analytics & Visualization and IoT IoT Security Claims to cold chain Automation of irrigation H/W Components (Haldiram chain: Customers complaining to not temperature of food items) Client, Device, Rule, Alarm, Device Data, Event Sensor data being sent to Cloud platform Actuation through BLE Visualization through real time dashboard How the problem gets solved through big data and visualization NODEMCU (ESP8266) Install IDE Software Introduction to NODEMCU(Esp8266) Pinout of NODEMCU Programming Of NODEMCU Weather monitoring solution Automatic street lights IOT PROTOCOLS HTTP/REST MQTT COAP AMQP WEBSOCKETS 6LoWPAN
- 3. www. theiotacademy.co 03 CLOUD COMPUTING NODE-RED Installation of Nodejs, Installation of Node-Red, Building your first flows Basic nodes and flows A tour of the core nodes The Node-RED programming model Dashboards and UI techniques Local broker installation, Connection between local broker and Node-RED Cloud Computing Benefits of Cloud Deployment Models AWS-IOT Core/ SageMaker Greengrass Google IOT Cloud Thingspeak IBM Bluemix AWS AZURE Google Firebase SQL and NoSQL Data bases Integration with MySQL MongoDB IoT Cloud Platform: Device Management INDUSTRY4.0 Introduction to Industry 4.0 Road to Industry 4.0 Role of data, information, knowledge and collaboration in future organizations. Related Disciplines, System, Technologies for enabling Industry 4.0 IoT Deployment with legacy systems PLC/SCADA/OPC-UA EDGE AI Standards and best practices Types of analytics and machine learning Supervised/ Un-supervised learning Python for IoT analytics Computer vision for image data Anomaly detection Edge Impulse/ TinyML
- 4. www. theiotacademy.co 04 Datatypes Array Conditional Statements Functions / Callback function Structures Pointers Storage classes Recap of Embedded C EMBEDDED SYSTEM SIGNAL AND ACQUISITION Analog and Digital Industrial Terminology Embedded & IoT Developer 3 months INTRODUCTION TO IOT A What is IoT IoT application in different domains Trends in IoT Market Smart things Gatewa ys Middleware Edge vs Cloud functional partitioning Basic Concepts Sensors/Actuators Microcontroller units and Architecture (Arduino) Interfaces (serial port, SPI, I2C, UART) ADC, Timers, RTC, Interrupts, Polling, DMA Memory architecture and handling (stack, heap, cache) Application driven Selection of Microcontrollers
- 5. Claims to cold chain Automation of irrigation H/W Components (Haldiram chain: Customers complaining to not temperature of food items) Client, Device, Rule, Alarm, Device Data, Event Sensor data being sent to Cloud platform Actuation through BLE Visualization through real time dashboard How the problem gets solved through big data and visualization www. theiotacademy.co 05 LIVE USE CASES IOT ARCHITECTURE Architecture. Tech Stack. Hardware Development Platforms Software Development Platforms Communication Protocols Power Requirements in IoT Cloud, its components and IoT Data Streaming and IoT Data Store and IoT Analytics & Visualization and IoT IoT Security NODEMCU (ESP8266) Install IDE Software Introduction to NODEMCU(Esp8266) Pinout of NODEMCU Programming Of NODEMCU Weather monitoring solution Automatic street lights
- 6. www. theiotacademy.co 06 ARM MICROCONTROLLER (STM32) COMMUNICATION Introduction to communication architecture - Network protocol stack Different protocols RF: ZigBee, BlueTooth, BLE, Zwave, Google thread, Mesh network. Communication Channels: GSM/GPRS, 2G, 3G, 4G, LTE, WiFi, PLC LPWAN - LoRa & LoRaWAN, Sigfox, Weightless. 3GPP - NB-IoT, LTE -M Comparison between different RF Technologies. IPv4 addressing problem for IOT and introduction to IPV6 Introduction to Microcontrollers (Based on Architecture Selected) Instruction set architecture - pipelines Registers banks/mode and states Clock and reset systems, timers and Memory Organisation IDE Configuration, Linker Script, Compiler Optimization Options Exception/Interrupt handling C and Embedded C Migration Memory /IO and peripherals - (I2C/SPI/UART/GPIO/Timer/PWM/ADC) Debugging tools like JTAG debugger, CRO MMU CubeMX IOT PROTOCOLS HTTP/REST MQTT COAP AMQP WEBSOCKETS 6LoWPAN
- 7. www. theiotacademy.co 07 CLOUD COMPUTING NODE-RED Installation of Nodejs, Installation of Node-Red, Building your first flows Basic nodes and flows A tour of the core nodes The Node-RED programming model Dashboards and UI techniques Local broker installation, Connection between local broker and Node-RED Cloud Computing Benefits of Cloud Deployment Models AWS-IOT Core/ SageMaker Greengrass Google IOT Cloud Thingspeak IBM Bluemix AWS AZURE Google Firebase SQL and NoSQL Data bases Integration with MySQL MongoDB IoT Cloud Platform: Device Management IOT SECURITY Introduction to mbed TLS and SSL Importance of IoT application AES encryption IOT CLOUD SERVICES IoT Cloud Architecture Services-SAAS-PAAS-IAAS
- 8. www. theiotacademy.co 08 EDGE AI Standards and best practices Types of analytics and machine learning Supervised/ Un-supervised learning Python for IoT analytics Computer vision for image data Anomaly detection Edge Impulse/ TinyML INDUSTRY4.0 Introduction to Industry 4.0 Road to Industry 4.0 Role of data, information, knowledge and collaboration in future organizations. Related Disciplines, System, Technologies for enabling Industry 4.0 IoT Deployment with legacy systems PLC/SCADA/OPC-UA
- 9. www. theiotacademy.co 09 Datatypes Array Conditional Statements Functions / Callback function Structures Pointers Storage classes Recap of Embedded C EMBEDDED SYSTEM SIGNAL AND ACQUISITION Analog and Digital Industrial Terminology Adv Embedded & IoT System 6 months INTRODUCTION TO IOT A What is IoT IoT application in different domains Trends in IoT Market Smart things Gatewa ys Middleware Edge vs Cloud functional partitioning Basic Concepts Sensors/Actuators Microcontroller units and Architecture (Arduino) Interfaces (serial port, SPI, I2C, UART) ADC, Timers, RTC, Interrupts, Polling, DMA Memory architecture and handling (stack, heap, cache) Application driven Selection of Microcontrollers PYTHON Data types and type conversion Variables and basic operations Flow control Loops Lists, Set and Tuple Dictionary Functions File Handling Class and Objects Error/ Exception Handling
- 10. www. theiotacademy.co 10 LIVE USE CASES IOT ARCHITECTURE Architecture. Tech Stack. Hardware Development Platforms Software Development Platforms Communication Protocols Power Requirements in IoT Cloud, its components and IoT Data Streaming and IoT Data Store and IoT Analytics & Visualization and IoT IoT Security Claims to cold chain Automation of irrigation H/W Components (Haldiram chain: Customers complaining to not temperature of food items) Client, Device, Rule, Alarm, Device Data, Event Sensor data being sent to Cloud platform Actuation through BLE Visualization through real time dashboard How the problem gets solved through big data and visualization NODEMCU (ESP8266) Install IDE Software Introduction to NODEMCU(Esp8266) Pinout of NODEMCU Programming Of NODEMCU Weather monitoring solution Automatic street lights
- 11. www. theiotacademy.co 11 ARM MICROCONTROLLER (STM32) COMMUNICATION Introduction to communication architecture - Network protocol stack Different protocols RF: ZigBee, BlueTooth, BLE, Zwave, Google thread, Mesh network. Communication Channels: GSM/GPRS, 2G, 3G, 4G, LTE, WiFi, PLC LPWAN - LoRa & LoRaWAN, Sigfox, Weightless. 3GPP - NB-IoT, LTE -M Comparison between different RF Technologies. IPv4 addressing problem for IOT and introduction to IPV6 Introduction to Microcontrollers (Based on Architecture Selected) Instruction set architecture - pipelines Registers banks/mode and states Clock and reset systems, timers and Memory Organisation IDE Configuration, Linker Script, Compiler Optimization Options Exception/Interrupt handling C and Embedded C Migration Memory /IO and peripherals - (I2C/SPI/UART/GPIO/Timer/PWM/ADC) Debugging tools like JTAG debugger, CRO MMU CubeMX RPI Introduction to Raspberry pi Setup and installation Raspberry pi OS walkthrough Network setup Code execution and data generation Sending data to cloud ARM PROCESSOR AND ARM BASED SUBSYSTEM ARM Processor Architecture Memory /IO and peripherals - (I2C/SPI/UART/GPIO/Timer/PWM/ADC) Debugging tools like JTAG debugger, CRO MMU ARM Based Embedded Subsystem Architecture Multicore Architecture
- 12. www. theiotacademy.co 12 EMBEDDED LINUX Linux internals Linux introduction and installation. Linux Shell Commands Shell Scripting C Programming in Linux Make Files Process Management File Operation Signals in Linux Linux Scheduler & Memory Management Linux Multi-Threading Programming Inter Process Communication (Pipes, Semaphores, Queues, Shared Memory) Network Programming in Linux LINUX INTERNALS Socket connection Socket Attributes Creating a Socket Socket Addresses Naming a Socket Creating a Socket Queue Accepting Connections Requesting Connections Closing a Socket Socket Communications Processes and Signals What is process? Process Structure The Process Table Viewing Processes System Processes SOCKETS
- 13. www. theiotacademy.co 13 Introduction, Setup & Hardware Toolchain & Hardware Practical’s Bootloader U-Boot U-Boot Porting Customizing Bootloader Linux Kernel Kernel Porting & Compilation Kernel Modification Root File System Embedded Application Development MODU LE-II: ELINUX PORTING Introduction and Arch of Linux Device Drivers Kernel Module Programming Character Device Drivers Interrupts in Device Driver Interrupt Handling & Bottom Half Process creation calls (fork,vfork,execv) LDDM (Linux Device Driver Model ) Writing and testing of Board File Device Tree Advance Device Drivers Debugging Techniques using GDB & valgrind other tools. MODULE-III: LINUX - DEVICE DRIVERS Pipes Semaphores, message queues and shared memory Shared Memory Message Queues INTER-PROCESS COMMUNICATION Yocto Architecture Recipes defines everything in Yocto Layers makes Yocto Modular & Structured Adding new Hardware support using BSP Layers Custom Distribution & Images Creating SDK using Yocto for Application Development MOD ULE-IV: YOCTO Yocto HTTP/REST, MQTT, COAP, AMQP, WEBSOCKETS, 6LoWPAN IOT PROTOCOLS
- 14. www. theiotacademy.co 14 CLOUD COMPUTING NODE-RED Installation of Nodejs, Installation of Node-Red, Building your first flows Basic nodes and flows A tour of the core nodes The Node-RED programming model Dashboards and UI techniques Local broker installation, Connection between local broker and Node-RED Cloud Computing Benefits of Cloud Deployment Models AWS-IOT Core/ SageMaker Greengrass Google IOT Cloud Thingspeak IBM Bluemix AWS AZURE Google Firebase SQL and NoSQL Data bases Integration with MySQL MongoDB IoT Cloud Platform: Device Management IOT SECURITY Introduction to mbed TLS and SSL Importance of IoT application AES encryption
- 15. www. theiotacademy.co 15 EDGE AI Standards and best practices Types of analytics and machine learning Supervised/ Un-supervised learning Python for IoT analytics Computer vision for image data Anomaly detection Edge Impulse/ TinyML INDUSTRY4.0 Introduction to Industry 4.0 Road to Industry 4.0 Role of data, information, knowledge and collaboration in future organizations. Related Disciplines, System, Technologies for enabling Industry 4.0 IoT Deployment with legacy systems PLC/SCADA/OPC-UA USECASES Automobile Electrical Vehicle