

University of Colorado Boulder - Real-Time Embedded Systems Concepts and Practices
- Offered byCoursera
- Public/Government Institute
Real-Time Embedded Systems Concepts and Practices at Coursera Overview
Duration | 51 hours |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Explore Free Course |
Credential | Certificate |
Real-Time Embedded Systems Concepts and Practices at Coursera Highlights
- Shareable Certificate Earn a Certificate upon completion
- 100% online Start instantly and learn at your own schedule.
- Course 1 of 4 in the Real-Time Embedded Systems Specialization
- Flexible deadlines Reset deadlines in accordance to your schedule.
- Intermediate Level Computer, Electrical, or Software Engineering
- Approx. 51 hours to complete
- English Subtitles: Arabic, French, Portuguese (European), Italian, Vietnamese, German, Russian, English, Spanish
Real-Time Embedded Systems Concepts and Practices at Coursera Course details
- This course can also be taken for academic credit as ECEA 5315, part of CU Boulder?s Master of Science in Electrical Engineering degree.
- Course Description: In this course, students will design and build a microprocessor-based embedded system application using a real-time operating system or RT POSIX extensions with Embedded Linux. The course focus is on the process as well as fundamentals of integrating microprocessor-based embedded system elements for digital command and control of typical embedded hardware systems.
- Lab Description: The course requires the student to install embedded Linux on the Raspberry Pi ARM A-Series System-on-Chip processor. This course must be completed using a Raspberry Pi as an embedded system (headless) not a PC running Linux. You will however find Linux as a useful host development system or Windows with an SSH terminal access tool such as Putty, MobaXterm, or equivalent.
Real-Time Embedded Systems Concepts and Practices at Coursera Curriculum
Exploration of RT Challenges and Concepts
Course Introduction
Predictable response software
Simple Linux real-time services compared to non-real-time - introduction
Simple Linux real-time services compared to non-real-time - conclusion
Introduction to Scheduling Theory for Real-Time Systems
RM Optimal Priority Policy and Service Request and Response Timeline
Timing Analysis - Rate Monotonic Priority Assignment Policy By Example
Challenges with Linux User and Kernel Space Real-Time Applications
EXTRA HELP: Home Lab Set Up
EXTRA HELP: Code Walkthroughs and Demonstrations
Scan and Question RTES Terminology
EXTRA HELP: Code Walkthroughs and Demonstrations
EXTRA HELP: Code Walkthroughs and Demonstrations
Re-Read, Recite, and Review RTES Terminology we Used
Basic Concepts and Terminology
Scheduling policies
Services
Module 1
POSIX Threads and Linux Systems
Quality of Service Theory from Best Effort to Hard Real-Time
Code Demonstration: SMP compared to AMP
Code Walkthrough: Starter code for AMP using thread affinity
Real-Time Scheduling Utility Curves
Code Walkthrough: RT Clock
Review of absolute time and date standards and resources
Rate Monotonic Scheduling Analysis by Worst Case Inspection
Rate Monotonic Scheduling - Feasibility vs. Safety and Exceeding the RM LUB
Scan and Question Original paper on Rate Monotonic theory (Liu & Layland)
Optional reading on Linux NPTL and SCHED_DEADLINE
Re-Read, Recite, and Review RTES Terminology we Used
Real time Utility curves
Rate Monotonic Scheduling
Module 2
Real-Time Systems Analysis, Harmonic Services and RMA Scheduling Policy
Scheduling and Concept of Real-Time Services
Priority Preemptive Scheduler State Machine For Linux and VxWorks
Service Code Structure driven by Interrupts
Summary of Key Points and Liu & Layland RMA Uses and Limitations
More Details on Liu and Layland RMA Limitations and Work-arounds
Code Walkthrough: POSIX Software Interval Timer Example
Code Walkthrough: Generic Sequencing using an Interval Timer
Comparison of Cyclic Executive, RTOS and Linux RT Service Implementation
Introduction to Worst Case Analysis hand diagramming of RM schedules
Worst Case Analysis schedule where RM fails (above the LUB)
Example where RM succeeds above the LUB for a harmonic service set
Example of scheduling above the LUB at 100% utility that is feasible
Analysis of a harmonic service schedule by hand diagramming for RM and RR
Introduction to Cheddar RMA Tool
Re-Read, Recite, and Review RTES Terminology we Used
Real-Time Scheduling and Service Requests
Module 3
Review and Basic Timing Analysis by Hand and with Cheddar
Overview of Real-time Hardware Architectures and Software Stacks
Introduction - ARM M-Series, R-Series, and A-Series
Overview of Single Board Computers used for Real-Time Education
Using Linux for this Course - Rationale and Observations
Code Demonstration: Thread Gridding Concepts for Multi-Core
Space Shuttle Multi-Frequency Executive Architecture
Re-Read, Recite, and Review RTES Terminology we Used
AMP/SMP and Co-Processors
Module 4
Gear up for the Final Exam!
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