ECE 598HH (Fall 2020): Advanced Wireless Networks & Sensing Systems
Wireless and mobile systems have become ubiquitous; playing a
significant role in our everyday life. However, the increasing
demand for wireless connectivity and the emergence of new areas
such as the Internet of Things present new research challenges.
This course introduces advanced research topics in wireless
networks and mobile communication systems. In each lecture, we will
discuss recent research papers that introduce new wireless designs,
algorithms, protocols and applications. The papers are systems
oriented and focus on practical challenges and solutions for
building wireless and mobile systems. However, the course will
also introduce fundamental wireless principles. The topics covered in this semester are shown in the figure above.
Students will also learn how to design and build wireless systems through a
research oriented course project that focuses on the
implementation aspects of practical systems.
The course will be taught online through Zoom. Students are expected to attend the live lectures and ask questions. However, in case of a conflict with another class, all lectures will be recorded and made available to students via Piazza.
Lecture Time & Location:
Tuesday & Thursday 11:00 am - 12:20 pm on Zoom.
Instructor: Haitham Hassanieh
TA: Suraj Jog
|Office Hours: || Haitham:|| Tuesday|| 12:20 pm - 01:00 pm on Zoom. |
| Suarj:|| Friday|| 03:00 pm - 04:00 pm on Zoom.|
All zoom links + Lecture videos are posted to Piazza.
, Sign Up Code: M62P87
- 20% Paper Reviews:
| Students will be asked to review 20 out of 24 assigned research papers throughout the semester. The review will consist a summary of the paper (at most 5 sentences), 3 points of strengths of the paper, 3 points of weaknesses, and possible future directions for the research. All reviews are due on Gradescope immediately before the lecture. All assigned papers can be found on the course schedule. Students are encouraged to read
additional papers as well.|
- 40% Lab Assignments:
| There will be 4 lab assignments using SDRs and Matlab. Ideally, the students will go to the lab and learn how to use USRP SDRs, RFID readers, and Radars. However, due to COVID-19, it is likely this year that we will collect the data for the students and ask the students to write the code to process the data. All submissions will be on Gradescope. For detailed Lab release time and due dates refer to the course schedule.|
- 40% Final Project:
| Students will do a research-style project in groups of 2 or 3 where they demonstrate the feasibility of a new research idea, build a new wireless system, or write a survey paper. For more details refer to Course Project. |
This schedule is tentative and subject to change over time due to unforeseen events. Please check it regularly.
||Topics & Slides
|| Tues. Aug. 25
||Lec 1: Introduction: Overview & Logistics
How to Read a Paper
|| Thurs. Aug. 27
|| Lec 2: Wireless Background: Spectrum, Modulation, TX/RX Components
|| Tues. Sep. 1
|| Lec 3: Wireless Channel & OFDM Part 1|
[Thesis] (Chapter 3)
||Wed. Sep. 2
|| Lab 1: OFDM
Due: Fri. Sep. 18 at 11:00pm
|| Thurs. Sep. 3
|| Lec 4: OFDM Part 2 & OFDMA
[PPR], [SoftRate], [SampleRate], [Strider]
||Tues. Sep. 8
|| Lec 5: Rate Adaptation & Interference Cancellation
||Thurs. Sep. 10
|| Lec 6: MIMO 1: Multiplexing, Diversity, MU-MIMO
[Textbook 2] (Chapter 7)
|| Tues. Sep. 15
|| Lec 7: MIMO 2: Interference Alignment, Nulling, & Distributed MIMO
[MegaMIMO], [IAC], [AirShare], [SourceSync], [Vidyut], [MegaMIMO-2.0]
||Thurs. Sep. 17
|| Lec 8: Wireless Localization I: WiFi
[PinLoc], [PinPoint], [Chronos]
|| Tues. Sep. 22
|| Lec 9: Wireless Localization 2: RFID
[RFind], [RFCompass], [TurboTrack]
||Wed. Sep. 23
|| Lab 2: MIMO
Due: Fri. Oct. 9 at 11:00pm
||Thurs. Sep. 24
|| Lec 10: Wireless Sensing 1: Liquid, Food, & Soil Sensing
||Tues. Sep. 29
|| Lec 11: Wireless Sensing 2: Human Sensing
|| Thurs. Oct. 1
|| Lec 12: Wireless Sensing 3: Vital Signs & RF Imaging
||Tues. Oct. 6
|| Lec 13: Machine Learning 1: Emotion Recognition & Sleep Staging
||Thurs. Oct. 8
|| Lec 14: Machine Learning 2: Behavioral Sensing & Pose Estimation
[RFPose2D], [RFAction], [RFAvatar], [Marko]
||Tues. Oct. 13
|| Lec 15: Machine Learning 3: Millimeter Wave Imaging & Sensing
[Osprey], [WaveEar], [Heart], [Vibrate]
||Wed. Oct. 14
|| Lab 3: RFID Readers & Localization
Due: Fri. Oct. 30 at 11:00pm
||Thurs. Oct. 15
|| Lec 16: 5G Networks 1: Overview, Small Cells, Massive MIMO
[Massive MIMO 1], [Massive MIMO 2]
||Tues. Oct. 20
|| Lec 17: 5G Networks 2: Millimeter Wave
[Something], [BounceNet], [V2X 1], [V2X 2]
||Wed. Oct. 21
|| Project Proposal Due: Wed. Oct. 21 at 11:00pm
||Thurs. Oct. 22
|| Lec 18: IoT Systems 1: LoRa
[NetScatter], [Chime], [Charm]
||Tues. Oct. 27
|| Lec 19: IoT Systems 2: RFIDs
||Thurs. Oct. 29
|| Lec 20: IoT Systems 3: Medical Implants
||Tues. Nov. 3
|| Lec 21: Acoustics 1: Voice Enabled IoT
||Wed. Nov. 4
|| Lab 4: FMCW Millimeter Wave Radar & Sensing
Due: Fri. Nov. 20 at 11:00pm
||Thurs. Nov. 5
|| Lec 22: Acoustics 2: Noise Cancellation
||Tues. Nov. 10
|| Lec 23: Acoustics 3: Underwater Backscatter
||Thurs. Nov. 12
|| Lec 24: Full Duplex Radios
[RFly],[FullDuplex MIMO], [mmWave FullDuplex], [IMDShield]
||Fri. Nov. 13
|| Project Progress Report Due: Fri. Nov. 13 at 11:00pm
||Tues. Nov. 17
|| Lec 25: Programmable Radio Surfaces
||Thurs. Nov. 19
|| Lec 26: Spectrum Sensing & Dynamic Spectrum Access
||Tues. Nov. 24
|| Thurs. Nov. 26
||Tues. Dec. 1
|| Lec 27: Opportunistic Routing
|| Thus. Dec. 3
|| Lec 28: Network Coding
||Tues. Dec. 8
|| Final Project Presentations
||Mon. Dec. 14
|| Final Project Report Due: Mon. Dec. 14 at 11:00pm
One of the major goals of this class is to understand how wireless systems
research is done. To this end, the project is an important component of
ECE 598HH, since that's where you draw upon your knowledge and experience from
the course readings and elsewhere to actually do research.
Due to COVID-19 this year, we understand that students might
have a hard time working on the project. In particular, it will be
hard for students to meet, work in groups, or do experimental projects. We
aim to make every effort to help students achieve the course goals without
compromising on their safety.
As far as possible, you should work in teams of teams of two or three. Working
with others is a lot more fun, is often a lot more productive, and the
resulting work a lot sounder than if you were working in isolation. The nature
of the wireless field is one that fosters collaboration and often makes it
essential for high impact work, and you should develop the ability to
collaborate on projects. You need to work at least with one other person from
the class, so please start looking out for team mates as soon as possible!
The proposal should be one or two pages. It is due on >Wednesday Oct. 21, 2020.
It is important that you read related background material before turning in the proposal.
A crisp one-page write-up for the proposal should contain the following items.
- Project title (a detailed title is better than a vague one; you can always change it later if you don't like it!)
and names of investigators with email addresses.
- A clear statement of the research problem: a one-sentence summary followed by a one-paragraph explanation
(the paragraph shouldn't be more than 10-12 lines long). This should identify clearly the research question you're addressing.
- A clear statement of your research methods. i.e., how are you going to solve the problems you've raised and motivated in the previous paragraph?
- A statement of plan and schedule, to convince us (and yourself!) that you can complete the project by the end of the term.
- A list of resources you need to accomplish your work, with special emphasis on important pieces you don't yet have access to.
Be as clear as you can in your requirements and we will work towards getting what you need as quickly as possible.
If your request can't be accommodated for any reason, we will try to get back to you about it as soon as we find out.
- Any other questions you have or clarifications you need from us.
In a one-semester class,
one can only cover a fraction of wireless topics,
and there are sure to be projects where the background material
won't be covered in too much detail. And even for topics that we do cover,
there will almost certainly be other relevant related work that you
should be familiar with. Part of doing something new is figuring out what's
already been done or is known, so you should search the related literature and
Web pages as extensively as you can. Keep an eye out for useful software or
research methods or tools that you can leverage; this will save you tremendous
amounts of time later in the term. You might find some of these useful links actually useful.
Aim high in a focused way, and do the best you can!
The best projects are usually publishable with a bit more additional
work in top ACM/USENIX/IEEE conferences in the area, such as SIGCOMM, MOBICOM, INFOCOM, and NSDI, or appear
as articles in places like SIGCOMM's Computer Communications Review (CCR).
The main goal, however, is to try something innovative; a failure to obtain good research results is quite acceptable,
but a failure to try isn't!
Where do you get a project?
We will provide you with a list of suggestions a couple of weeks before the proposal deadline.
Please feel free to come up with your own ideas,
or modify our suggestions in any way you want. Our suggestions are simply that;
and they're usually incomplete. They are usually not complete specifications of projects.
Please send all questions about the project to the staff mailing list.
6. Project Progress Report
The progress report is due on Friday, Nov. 13, 2020. It should explain your approach,
related/prior work, any preliminary results you might have obtained, and
why you believe you are on the right track. It may also include material from the proposal
after you had the chance to update it based on our feedback.
7. Final Report
The final report is due on Monday, Dec. 14, 2020. The report is
a conference-style paper describing the project and its key contributions/findings.
Students will record a 15 minute presentation for their projects which will be presented in class on Tues Dec. 8, 2020.
The presentation should be a conference-style presentation and should be submitted the night before on Monday Dec. 7, 2020.