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:
ICEN 370: Digital Signal Processing and ICEN 333: Programming at the Hardware Software Interface
The students are expected to be comfortable in Unix/Linux environment.
Lecture:
Time: Tuesday and Thursday, 01:15PM-02:35PM
Location: Earth Science & Mathematics (ES) 0019
Lab:
Time: Wednesday, 11:30AM-02:30PM
Location: Earth Science & Mathematics (ES) 0019
Office Hours:
Time: Tuesday and Thursday, 12:00-1:00PM and also by appointment
Location: Library (LI) 88B
Instructor | Teaching Assistant |
---|---|
Prof. Dola Saha Email: dsaha AT albany DOT edu Office hours: In LI 88B Tuesday and Thursday: 12:30PM-1:30PM |
Maqsood Abdul Careem Email: mabdulcareem 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.
Hardware:
We will use Raspberry Pi for the lab.
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. Students are encouraged to work in groups of two. Meet with the instructor to discuss the scope and milestones of the project during the office hours. The project constitutes of 25% of your final grade, 5% for proposal submission and 20% 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 each student's 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 27 | Introduction | ||
Aug 28 | No lab on first week. | |||
Aug 29 | Prof. Saha in conference Use Lab Manual by yourself to setup the platform for the lab | |||
2 | Sep 3 | Input and Output | ||
Sep 4 | Lab 1: Basic I/O: Pseudo File System. | |||
Sep 5 | ||||
3 | Sep 10 | Model Based Design | Submit Project Title, Short Scope of Project and Team | |
Sep 11 | Lab 2: Basic I/O: Address Map. | |||
Sep 12 | Dynamic Models | Assignment 1 due | ||
4 | Sep 17 | |||
Sep 18 | Lab 3: Analog Output | |||
Sep 19 | Sensors and Actuators | |||
5 | Sep 24 | |||
Sep 25 | Lab 4: Analog Input | |||
Sep 26 | Communication | Assignment 2 due | ||
6 | Oct 1 | |||
Oct 3 | Lab 5: SPI | |||
Oct 5 | ||||
7 | Oct 8 | Architecture | ||
Oct 9 | Lab 6: I2C | |||
Oct 10 | Assignment 3 due | |||
8 | Oct 15 | Fall Break | ||
Oct 16 | Lab 7: ADC | |||
Oct 17 | Midterm - Closed Book, closed notes, in-class exam. | |||
9 | Oct 22 | Midterm Project Presentation | Project Proposal Due (use IEEE conference style in LaTeX, max 2 pages) |
|
Oct 23 | Lab 8: DAC | |||
Oct 24 | Discrete Dynamics | |||
10 | Oct 29 | Multitasking | ||
Oct 30 | Lab 9: Stepper Motor | |||
Oct 31 | Assignment 4 due | |||
11 | Nov 5 | Scheduling | ||
Nov 6 | Lab 10: Servo Motor | |||
Nov 7 | ||||
12 | Nov 12 | Deadline-based Scheduling | ||
Nov 13 | Lab 11: Shift Register | |||
Nov 14 | Assignment 5 due | |||
13 | Nov 19 | Feedback Control | ||
Nov 20 | Lab 12: Work on Final Project | |||
Nov 21 | Security | |||
14 | Nov 26 | |||
Nov 27 | Thanksgiving Break | |||
Nov 28 | Thanksgiving Break | |||
15 | Dec 3 | Kalman Filter | Assignment 6 due | |
Dec 4 | Final Project Presentation | |||
Dec 5 | Revision | Final Project Report Due (use IEEE conference style in LaTeX, max 5 pages) |
||
Dec 16 | Final Examination (8:00am-10:00am) Closed Book, closed notes, in-class written exam. |
Project 1: An Infant Monitor with Remote Temperature Sensor (Report, Slides).
Project 2: Self Adjusting Antenna Array (Report, Slides).
Project 3: Smart Home Garden applying Hydroponics (Report, Slides).
Project 4: Gesture Controlled Drone (Report, Slides).
Project 5: CSAT - Car Safety Assessment Tool (Report, Slides).