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mimo-fmcw-radar-spatial-interference-mitigation

https://github.com/sianjin/mimo-fmcw-radar-spatial-interference-mitigation

Science Score: 44.0%

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    CITATION.cff file
    Found CITATION.cff file
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    Scientific vocabulary similarity
    Low similarity (16.2%) to scientific vocabulary
Last synced: 9 months ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: sianjin
  • License: mit
  • Language: MATLAB
  • Default Branch: master
  • Size: 266 KB
Statistics
  • Stars: 3
  • Watchers: 1
  • Forks: 1
  • Open Issues: 0
  • Releases: 0
Created about 2 years ago · Last pushed over 1 year ago
Metadata Files
Readme Changelog License Citation

README.md

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MIT License LinkedIn

Table of Contents
  1. About The Project
  2. Prerequisites
  3. Usage
  4. License
  5. Contact

About The Project

alt text

This project contains part of the simulation code for generating the figures in our project Paper: “Spatial-Domain Mutual Interference Mitigation for MIMO-FMCW Automotive Radar", accepted by IEEE TVT.

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Prerequisites

  • The simulation code based on synthetic data generation requires MATLAB. The version of MATLAB 2024a is used when running the code in our project.

  • The system-level simuation code requires MATLAB Phased Array System Toolbox.

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Usage

Two folders of simulation code can generate different levels of the simulation data and different types of simulation results:

  • The "Synthetic Data" folder contains the code to generate synthetic data for receiver operating characteristic (ROC) curve simulation.

  • The "System-level Data" folder contains the code to generate system-level simulation data for angle/range-angle spectrum visualization and output interference power calculation.

The two folders include the implementation detail of following schemes:

  • Angle FFT
  • Clairvoyant
  • Linear constraint minimum variance (LCMV) with sample matrix inversion (SMI)
  • GS
  • Adaptive GS (AGS)

Please refer to the the ReadMe.m file in the "Synthetic Data" folder and "System-level Data" subfolders for more detail of the code information.

For RS detector simulation, please refer to https://github.com/merlresearch/mimo-fmcw-mim

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License

Distributed under the MIT License. See LICENSE.txt for more information.

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Contact

Sian Jin - sianjin.mathworks@gmail.com

Project Paper: “Spatial-Domain Mutual Interference Mitigation for MIMO-FMCW Automotive Radar", accepted by IEEE TVT.

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Owner

  • Login: sianjin
  • Kind: user

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this code, please cite it as below."
authors:
- family-names: "Jin"
  given-names: "Sian"
  orcid: "https://orcid.org/0000-0001-6953-4439"
title: "Simulation Code: Spatial-Domain Mutual Interference Mitigation for MIMO-FMCW Automotive Radar"
date-released: 2024-06-07
url: "https://github.com/sianjin/MIMO-FMCW-Radar-Spatial-Interference-Mitigation"

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