Special Topics in CS: Internet of Things Sensing System (CS 58007)

2022 Fall
Faculty of Engineering and Natural Sciences
Computer Sci.& Eng.(CS)
3
10
Utku Günay Acer utku.acer@sabanciuniv.edu,
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English
Doctoral, Master
--
On-line task/distance
Interactive,Communicative,Project based learning
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Programs\Type Required Core Elective Area Elective
Business Analytics - With Thesis *
Computer Science and Engineering - With Bachelor's Degree *
Computer Science and Engineering - With Master's Degree *
Computer Science and Engineering - With Thesis *
Cyber Security - With Bachelor's Degree *
Cyber Security - With Master's Degree *
Cyber Security - With Thesis *
Data Science - With Thesis *
Electronics Engineering and Computer Science - With Bachelor's Degree *
Electronics Engineering and Computer Science - With Master's Degree *
Electronics Engineering and Computer Science - With Thesis *
Electronics Engineering - With Bachelor's Degree *
Electronics Engineering - With Master's Degree *
Electronics Engineering - With Thesis *
Energy Technologies and Management-With Thesis *
Industrial Engineering - With Bachelor's Degree *
Industrial Engineering - With Master's Degree *
Industrial Engineering - With Thesis *
Leaders for Industry Biological Sciences and Bioengineering - Non Thesis *
Leaders for Industry Computer Science and Engineering - Non Thesis *
Leaders for Industry Electronics Engineering and Computer Science - Non Thesis *
Leaders for Industry Electronics Engineering - Non Thesis *
Leaders for Industry Industrial Engineering - Non Thesis *
Leaders for Industry Materials Science and Engineering - Non Thesis *
Leaders for Industry Mechatronics Engineering - Non Thesis *
Manufacturing Engineering - Non Thesis *
Manufacturing Engineering - With Bachelor's Degree *
Manufacturing Engineering - With Master's Degree *
Manufacturing Engineering - With Thesis *
Materials Science and Nano Engineering-(Pre:Materials Science and Engineering) *
Materials Science and Nano Engineering-(Pre:Materials Science and Engineering) *
Materials Science and Nano Engineering - With Thesis (Pre.Name: Materials Science and Engineering) *
Mathematics - With Bachelor's Degree *
Mathematics - With Master's Degree *
Mathematics - With Thesis *
Mechatronics Engineering - With Bachelor's Degree *
Mechatronics Engineering - With Master's Degree *
Mechatronics Engineering - With Thesis *
Molecular Biology, Genetics and Bioengineering (Prev. Name: Biological Sciences and Bioengineering) *
Molecular Biology, Genetics and Bioengineering-(Prev. Name: Biological Sciences and Bioengineering) *
Molecular Biology,Genetics and Bioengineering-With Thesis (Pre.Name:Biological Sciences and Bioeng.) *
Physics - Non Thesis *
Physics - With Bachelor's Degree *
Physics - With Master's Degree *
Physics - With Thesis *

CONTENT

- Introduction to the Internet of Things (1 week) -> Examples of mobile and embedded systems, and sensors - Sensing Pipelines (4 weeks) -> Signal Processing for sensor data -> Machine Learning for sensing - System Considerations (3 weeks) -> Networking for IoT -> Energy preservation - Privacy in Sensing (1 week) - Embedded Sensing Architectures (3 weeks) -> On-device sensing on smartphones -> Sensing with purpose-built devices on the edge -> Wearable devices - Edge/Cloud Computing in Sensing (1 week) -> Remote inference -> Offloading computations - Prominent Applications (1 week)

ASSESSMENT METHODS and CRITERIA

  Percentage (%)
Assignment 40
Group Project 40
Presentation 20

RECOMENDED or REQUIRED READINGS

Readings

Research Papers appeared in prominent conferences and journals