Introduction to MIMO-FMCW Radar with MATLAB Examples
See docs folder for main instructional document
If you appreciate our work, please cite one of the papers using this work:
- Deep Learning-Based Multiband Signal Fusion for 3-D SAR Super-Resolution (arXiv, DOI)
- Efficient CNN-based Super Resolution Algorithms for mmWave Mobile Radar Imaging (arXiv, DOI)
- A Vision Transformer Approach for Efficient Near-Field Irregular SAR Super-Resolution (arXiv, DOI)
- Efficient 3-D Near-Field MIMO-SAR Imaging for Irregular Scanning Geometries (arXiv, DOI)
- An FCNN-Based Super-Resolution mmWave Radar Framework for Contactless Musical Instrument Interface (arXiv, DOI)
- Improved Static Hand Gesture Classification on Deep Convolutional Neural Networks using Novel Sterile Training Technique (arXiv, DOI)
- Near-Field MIMO-ISAR Millimeter-Wave Imaging (arXiv, DOI)
@article{smith2023deep,
title = {Deep Learning-Based Multiband Signal Fusion for {3-D} {SAR} Super-Resolution},
author = {Smith, J. W. and Torlak, M.},
year = 2023,
month = apr,
journal = {IEEE Trans. Aerosp. Electron. Syst.},
pages = {1--17}
}
@inproceedings{vasileiou2022efficient,
title = {Efficient {CNN}-Based Super Resolution Algorithms for {mmWave} Mobile Radar Imaging},
author = {Vasileiou, C. and Smith, J. W. and Thiagarajan, S. and Nigh, M. and Makris, Y. and Torlak, M.},
year = 2022,
month = oct,
booktitle = {Proc. IEEE Int. Conf. Image Process. (ICIP)},
address = {Bordeaux, France},
pages = {3803--3807}
}
@inproceedings{smith2022vision,
title = {A Vision Transformer Approach for Efficient Near-Field {SAR} Super-Resolution under Array Perturbation},
author = {Smith, J. W. and Alimam, Y. and Vedula, G. and Torlak, M.}
year = 2022,
month = apr,
booktitle = {Proc. IEEE Tex. Symp. Wirel. Microw. Circuits Syst. (WMCS)},
address = {Waco, TX, USA},
pages = {1--6}
}
@article{smith2022efficient,
title = {Efficient {3-D} Near-Field {MIMO-SAR} Imaging for Irregular Scanning Geometries},
author = {Smith, J. W. and Torlak, M.},
year = 2022,
month = jan,
journal = {IEEE Access},
volume = 10,
pages = {10283--10294}
}
@article{smith2021fcnn,
title = {An {FCNN}-Based Super-Resolution {mmWave} Radar Framework for Contactless Musical Instrument Interface},
author = {Smith, J. W. and Furxhi, O. and Torlak, M.},
year = 2021,
month = may,
journal = {IEEE Trans. Multimedia},
volume = 24,
pages = {2315--2328}
}
@article{smith2021sterile,
title = {Improved Static Hand Gesture Classification on Deep Convolutional Neural Networks Using Novel Sterile Training Technique},
author = {Smith, J. W. and Thiagarajan, S. and Willis, R. and Makris, Y. and Torlak, M.},
year = 2021,
month = jan,
journal = {IEEE Access},
volume = 9,
pages = {10893--10902}
}
@inproceedings{smith2020near,
title = {Near-Field {MIMO-ISAR} Millimeter-Wave Imaging},
author = {Smith, J. W. and Yanik, M. E. and Torlak, M.},
year = 2020,
month = sep,
booktitle = {Proc. IEEE Radar Conf. (RadarConf)},
address = {Florance, Italy},
pages = {1--6}
}