Personal tools

Difference between revisions of "Low-Complexity MIMO Detection"

From iis-projects

Jump to: navigation, search
(Created page with "File:jammer_mitigation_asic.png|380px|thumb|A MIMO basestation mitigates an ongoing jamming attack while continuing to serve the legitimate user equipments. The signal proce...")
 
(Replaced content with "This site is currently being created. Please stay tuned, more information will be uploaded shortly. Contact: Reinhard Wiesmayr")
Line 1: Line 1:
[[File:jammer_mitigation_asic.png|380px|thumb|A MIMO basestation mitigates an ongoing jamming attack while continuing to serve the legitimate user equipments. The signal processing for this takes place in a custom ASIC.]]
+
This site is currently being created. Please stay tuned, more information will be uploaded shortly.
==Short Description==
 
  
Jamming attacks pose a critical threat to wireless communication systems. Multi-antenna (MIMO) wireless systems have the potential to mitigate such jamming attacks through signal processing. Methods for jammer mitigation are thus currently a hot research topic in wireless communication. Many different linear [1], [2] and non-linear (e.g., deep learning based [3]) jammer mitigation algorithms have been proposed. To be practically viable, such methods will ultimately have to be implemented in hardware (using FPGAs or, more likely, ASICs), since sofware-based signal processing will never support the data rates of modern wireless systems. To this date, however, there are no hardware implementations of jammer mitigation algorithms.
+
Contact: Reinhard Wiesmayr
 
 
The goal of this project is to develop the first ASIC implementation of a jammer-mitigating signal processing algorithm. For this, the student will take a state-of-the art jammer mitigation algorithm and adapt it as an efficient VLSI implementation. The student will then synthesize this design and tape out a chip using CMOS technology.
 
 
 
 
 
[1] Q. Yan, H. Zeng, T. Jiang, M. Li, W. Lou, and Y. T. Hou "Jamming resilient communication using MIMO interference cancellation." IEEE Transactions on Information Forensics and Security 11(7), 2016, 1486-1499.
 
 
 
[2] H. Akhlaghpasand, E. Björnson, and S. Mohammad Razavizadeh. "Jamming suppression in massive MIMO systems." IEEE Transactions on Circuits and Systems II: Express Briefs 67(1), 2019, 182-186.
 
 
 
[3] T. Erpek,  Y. E. Sagduyu, and Y. Shi. "Deep learning for launching and mitigating wireless jamming attacks." IEEE Transactions on Cognitive Communications and Networking 5(1), 2018, 2-14.
 
 
 
 
 
===Status: Available ===
 
: Looking for 1-2 Semester/Master students
 
: Contact: [https://iip.ethz.ch/people/profiles.MzAxMjAz.TGlzdC80MTExLDEwNjY3Mjg3NDU=.html Reinhard Wiesmayr]
 
 
 
===Prerequisites===
 
: Verilog or VHDL
 
: VLSI II
 
: Familiarity with the basics of digital communication is recommended but not strictly required
 
<!--
 
===Status: Completed ===
 
: Fall Semester 2014 (sem13h2)
 
: Matthias Baer, Renzo Andri
 
--->
 
<!--
 
===Status: In Progress ===
 
: Student A, StudentB
 
: Supervision: [[:User:Mluisier | Mathieu Luisier]]
 
--->
 
===Character===
 
: 80% VLSI Implementation and Verification
 
: 20% MATLAB simulation
 
===Professor===
 
<!-- : [http://www.iis.ee.ethz.ch/people/person-detail.html?persid=194234 Luca Benini] --->
 
<!-- : [http://www.iis.ee.ethz.ch/people/person-detail.html?persid=78758 Qiuting Huang] --->
 
<!--: [http://www.iis.ee.ethz.ch/people/person-detail.html?persid=80923 Mathieu Luisier] --->
 
<!--: [https://ee.ethz.ch/the-department/people-a-z/person-detail.MjUwODc0.TGlzdC8zMjc5LC0xNjUwNTg5ODIw.html Taekwang Jang] --->
 
: [https://ee.ethz.ch/the-department/faculty/professors/person-detail.OTY5ODg=.TGlzdC80MTEsMTA1ODA0MjU5.html Christoph Studer]
 
<!-- : [http://www.iis.ee.ethz.ch/people/person-detail.html?persid=79172 Andreas Schenk] --->
 
 
 
[[#top|↑ top]]
 
==Detailed Task Description==
 
 
 
===Goals===
 
===Practical Details===
 
* '''[[Project Plan]]'''
 
* '''[[Project Meetings]]'''
 
* '''[[Design Review]]'''
 
* '''[[Coding Guidelines]]'''
 
* '''[[Final Report]]'''
 
* '''[[Final Presentation]]'''
 
 
 
==Results==
 
 
 
==Links==
 
 
 
[[Category:Available]]
 
[[Category:IIP]]
 
[[Category:IIP_5G]]
 
 
 
[[#top|↑ top]]
 
<!--
 
 
 
COPY PASTE FROM THE LIST BELOW TO ADD TO CATEGORIES
 
 
 
GROUP
 
 
 
      [[Category:cat2]]
 
      [[Category:cat3]]
 
      [[Category:cat4]]
 
      [[Category:cat5]]
 
 
 
 
 
[[Category:Digital]]
 
    SUB CATEGORIES
 
    NEW CATEGORIES
 
      [[Category:Computer Architecture]]
 
      [[Category:Acceleration and Transprecision]]
 
      [[Category:Heterogeneous Acceleration Systems]]
 
      [[Category:Event-Driven Computing]]
 
      [[Category:Predictable Execution]]
 
      [[Category:SmartSensors]]
 
      [[Category:Transient Computing]]
 
      [[Category:System on Chips for IoTs]]
 
      [[Category:Energy Efficient Autonomous UAVs]]
 
      [[Category:Biomedical System on Chips]]
 
      [[Category:Digital Medical Ultrasound Imaging]]
 
      [[Category:Cryptography]]
 
      [[Category:Deep Learning Acceleration]]
 
      [[Category:Hyperdimensional Computing]]   
 
 
 
      [[Category:Competition]]   
 
      [[Category:EmbeddedAI]]   
 
 
 
 
 
    [[Category:ASIC]]
 
    [[Category:FPGA]]
 
   
 
    [[Category:System Design]]
 
    [[Category:Processor]]
 
    [[Category:Telecommunications]]
 
    [[Category:Modelling]]
 
    [[Category:Software]]
 
    [[Category:Audio]]
 
 
 
[[Category:Analog]]
 
[[Category:Nano-TCAD]]
 
 
 
[[Category:AnalogInt]]
 
  SUB CATEGORIES
 
  [[Category:Telecommunications]]
 
 
 
 
 
STATUS
 
[[Category:Available]]
 
[[Category:In progress]]
 
[[Category:Completed]]
 
[[Category:Hot]]
 
 
 
TYPE OF WORK
 
[[Category:Group Work]]
 
[[Category:Semester Thesis]]
 
[[Category:Master Thesis]]
 
[[Category:PhD Thesis]]
 
[[Category:Research]]
 
 
 
NAMES OF EU/CTI/NT PROJECTS
 
[[Category:Oprecomp]]
 
[[Category:Antarex]]
 
[[Category:Hercules]]
 
[[Category:Icarium]]
 
[[Category:PULP]]
 
[[Category:ArmaSuisse]]
 
[[Category:Mnemosene]]
 
[[Category:Aloha]]
 
[[Category:Ampere]]
 
[[Category:ExaNode]]
 
[[Category:EPI]]
 
[[Category:Fractal]]
 
 
 
 
 
YEAR (IF FINISHED)
 
[[Category:2010]]
 
[[Category:2011]]
 
[[Category:2012]]
 
[[Category:2013]]
 
[[Category:2014]]
 
[[Category:2015]]
 
[[Category:2016]]
 
[[Category:2017]]
 
[[Category:2018]]
 
[[Category:2019]]
 
[[Category:2020]]
 
 
 
 
 
--->
 

Revision as of 17:21, 27 May 2022

This site is currently being created. Please stay tuned, more information will be uploaded shortly.

Contact: Reinhard Wiesmayr