This course introduces students to the basics of design, model, analysis, and control for embedded systems operating in real time. Students learn how to combine physical processes with computation. The course has a strong laboratory component, with emphasis on a semester-long project.
Topics expected to be covered include the following:
1. Models of computation: finite state machines, threads, ordinary differential equations, hybrid systems, actors, discrete-events, data flow
2. Basic analysis, control, and systems simulation: Bisimulations, reachability analysis, controller synthesis, approximating continuous-time systems.
3. Interfacing with the physical world: sensor/actuator modeling and calibration, concurrency in dealing with multiple real-time streams, handling numerical imprecision in software
4. Mapping to embedded platforms: real-time operating systems, execution time analysis, scheduling, concurrency
5. Distributed embedded systems: Protocol design, predictable networking, security
Prerequisites:
I ECE 371: Signals and Systems and I ECE/CSI 333: Computer Organization
The students are expected to be comfortable in Unix/Linux environment.
Lecture:
Time: Monday and Wednesday, 1:10PM-2:30PM
Location: Catskill 160
Lab:
Time: Friday, 11:40AM-02:30PM
Location: ES 19
Office Hours:
Time: Tuesday and Thursday, 9:30-10:30AM and also by appointment
Location: Virtual over Zoom, link posted in Blackboard
Instructor | Teaching Assistant |
---|---|
Prof. Dola Saha Email: dsaha AT albany DOT edu |
Xue Wei Email: xwei4 AT albany DOT edu |
Required:
Edward A. Lee and Sanjit A. Seshia, "Introduction to Embedded Systems, A Cyber-Physical Systems Approach", Second Edition, MIT Press, ISBN 978-0-262-53381-2, 2017, available for download.
Highly Recommended:
Derek Molloy, "Exploring Raspberry Pi: Interfacing to the Real World with Embedded Linux", Wiley, ISBN 978-1-119-18868-1, 2016.
Further Reference:
Assignments: Assignments will be posted in Blackboard. No late assignments will be accepted. All assignments are due by 11:59PM on the due date in Blackboard (unless otherwise specified). Any re-grading requests will be considered up to 5 business days after posting the grades for the corresponding assignment. No re-grading requests will be entertained after the 5-day period has passed. You are not supposed to collaborate on homework assignments.
Academic Honesty and Overall Regulations: Every student has the responsibility to become familiar with the standards of academic integrity at the University. Plagiarism and any act of academic dishonesty will not be tolerated and will be reported to the Graduate/Undergraduate Education in UAlbany. Read the Standards of Academic Integrity and Policies in the Undergraduate Bulletin or Graduate Bulletin.
Software: We will use C/C++, bash script and Python in Raspbian OS.
Lab Manual: Use Lab Manual in the lab. Use BCM2837 Datasheet for reference.
The project is a semester long work based on the materials discussed in this course. Meet with the instructor to discuss the scope and milestones of the project during the office hours. The project constitutes 25% of your final grade, 2% for proposal submission, 8% for midterm project report and 15% for final submission. It is expected that you will use Raspberry Pi and a set of sensors and actuators for your project from the kit that you purchased. The project should have model, design and analysis component, showcasing a Cyber-Physical Systems. The final in-class presentation should clearly clarify your contribution in the project. Both the project proposal and final submission should be written in IEEE Conference format. Project proposal should not exceed 2 pages, while the final submission should not exceed 5 pages.
NOTE: Sample Project Report from last year and the Final Presentation.
Week | Date | Lecture Topic | Lab Topic | Other Topic |
---|---|---|---|---|
1 | Aug 23 | Introduction | ||
Aug 25 | Input and Output Use Lab Manual by yourself to setup the platform for the lab | |||
Aug 27 | Setup the Raspberry Pi in ES 19 | |||
2 | Aug 30 | |||
Sep 1 | Model Based Design | |||
Sep 3 | Lab 1: Basic I/O: Pseudo File System. | |||
3 | Sep 6 | Labor Day, no classes | ||
Sep 8 | Dynamic Models | Submit Project Title, Short Scope of Project | ||
Sep 10 | Lab 2: Analog Output (PWM) | |||
4 | Sep 13 | |||
Sep 15 | Discrete Dynamics | |||
Sep 17 | Lab 3: Analog Input DHT 11 Manual | |||
5 | Sep 20 | Sensors and Actuators | ||
Sep 22 | ||||
Sep 24 | Lab 4: Stepper Motor | |||
6 | Sep 27 | |||
Sep 29 | Communication | |||
Oct 1 | Lab 5: Matrix Keyboard and 7-segment Display | |||
7 | Oct 4 | |||
Oct 6 | ||||
Oct 8 | Lab 6: I2C (ADXL 345) | |||
8 | Oct 11 | Fall Break, no classes | ||
Oct 13 | Midterm - Closed Book, closed notes, in-class exam. | |||
Oct 15 | Work on the project for Midterm | |||
9 | Oct 18 | Architecture | ||
Oct 20 | ||||
Oct 22 | Midterm SHORT Project Presentation Lab | Project Proposal Due (use IEEE conference style in LaTeX, max 2 pages) |
||
10 | Oct 25 | |||
Oct 27 | Feedback Control | |||
Oct 29 | Lab 8: LCD Display (Manual) | |||
11 | Nov 1 | Multitasking | ||
Nov 3 | ||||
Nov 5 | Lab 9: Servo Motor | |||
12 | Nov 8 | Scheduling | ||
Nov 10 | ||||
Nov 12 | Lab 10: Work on Final Project | |||
13 | Nov 15 | Composite Models | ||
Nov 17 | ||||
Nov 19 | Lab 11: Work on Final Project | |||
13 | Nov 22 | Deadline-based Scheduling | ||
Nov 24 | Thanksgiving Break, no classes | |||
Nov 26 | Thanksgiving Break, no classes | |||
13 | Nov 29 | Deadline-based Scheduling continued | ||
Dec 1 | ||||
Dec 3 | Lab 12: Work on Final Project | |||
14 | Dec 6 | Final Project Presentation | ||
Dec 14 | Final Examination (1:00-3:00pm) Closed Book, closed notes, in-class written exam. | Final Project Report Due (use IEEE conference style in LaTeX, max 5 pages) |