- Liu, D., Sugawara, R., Hanioka, S., Orlik, P.V., "EMI Mitigation Using a Learning-based Frequency Modulation Carrier in PWM Inverters", IEEE Industrial Electronics Society (IECON), October 2023.
BibTeX TR2023-130 PDF- @inproceedings{Liu2023oct,
- author = {Liu, Dehong and Sugawara, Retsu and Hanioka, Shota and Orlik, Philip V.},
- title = {EMI Mitigation Using a Learning-based Frequency Modulation Carrier in PWM Inverters},
- booktitle = {IEEE Industrial Electronics Society (IECON)},
- year = 2023,
- month = oct,
- url = {https://www.merl.com/publications/TR2023-130}
- }
- Rahman, S., Liu, D., Menner, M., Wang, Y., Takegami, T., "Extended Kalman Filter-based Predictive Maintenance of High-Voltage DC/DC Converter", IEEE Industrial Electronics Society (IECON), October 2023.
BibTeX TR2023-131 PDF- @inproceedings{Rahman2023oct,
- author = {Rahman, Syed and Liu, Dehong and Menner, Marcel and Wang, Yebin and Takegami, Tomoki},
- title = {Extended Kalman Filter-based Predictive Maintenance of High-Voltage DC/DC Converter},
- booktitle = {IEEE Industrial Electronics Society (IECON)},
- year = 2023,
- month = oct,
- url = {https://www.merl.com/publications/TR2023-131}
- }
- Liu, D., Anantaram, V., Goldsmith, A., "Extracting Broken-Rotor-Bar Fault Signature of Varying-Speed Induction Motors", Asia Pacific Conference of the Prognostics and Health Management Society, DOI: 10.36001/phmap.2023.v4i1.3710, September 2023.
BibTeX TR2023-115 PDF- @inproceedings{Liu2023sep,
- author = {Liu, Dehong and Anantaram, Varatharajan and Goldsmith, Abraham},
- title = {Extracting Broken-Rotor-Bar Fault Signature of Varying-Speed Induction Motors},
- booktitle = {Asia Pacific Conference of the Prognostics and Health Management Society},
- year = 2023,
- month = sep,
- doi = {10.36001/phmap.2023.v4i1.3710},
- url = {https://www.merl.com/publications/TR2023-115}
- }
- Liu, D., Varatharajan, A., Goldsmith, A., Kong, C., Sigatapu, L., Wang, Y., "Broken-bar Fault Detection by Injecting a Frequency Modulated Continuous Wave Signal", IEEE International Electric Machines and Drives Conference (IEMDC), DOI: 10.1109/IEMDC55163.2023.10239083, May 2023.
BibTeX TR2023-039 PDF- @inproceedings{Liu2023may,
- author = {Liu, Dehong and Varatharajan, Anantaram and Goldsmith, Abraham and Kong, Chuizheng and Sigatapu, Laxman and Wang, Yebin},
- title = {Broken-bar Fault Detection by Injecting a Frequency Modulated Continuous Wave Signal},
- booktitle = {IEEE International Electric Machines and Drives Conference (IEMDC)},
- year = 2023,
- month = may,
- doi = {10.1109/IEMDC55163.2023.10239083},
- isbn = {979-8-3503-9900-4},
- url = {https://www.merl.com/publications/TR2023-039}
- }
- Kelkar, V.A., Liu, D., Inoue, H., Kanemaru, M., "Sparsity-driven Joint Blind Deconvolution-demodulation with Application to Motor Fault Detection", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49357.2023.10094590, May 2023.
BibTeX TR2023-026 PDF- @inproceedings{Kelkar2023may,
- author = {Kelkar, Varun A. and Liu, Dehong and Inoue, Hiroshi and Kanemaru, Makoto},
- title = {Sparsity-driven Joint Blind Deconvolution-demodulation with Application to Motor Fault Detection},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2023,
- month = may,
- doi = {10.1109/ICASSP49357.2023.10094590},
- isbn = {978-1-7281-6328-4},
- url = {https://www.merl.com/publications/TR2023-026}
- }
- Tohme, T., Liu, D., Youcef-Toumi, K., "GSR: A Generalized Symbolic Regression Approach", Transactions on Machine Learning Research, January 2023.
BibTeX TR2023-002 PDF- @article{Tohme2023jan,
- author = {Tohme, Tony and Liu, Dehong and Youcef-Toumi, Kamal},
- title = {GSR: A Generalized Symbolic Regression Approach},
- journal = {Transactions on Machine Learning Research},
- year = 2023,
- month = jan,
- issn = {2835-8856},
- url = {https://www.merl.com/publications/TR2023-002}
- }
- Liu, D., Inoue, H., Kanemaru, M., "Robust Motor Current Signature Analysis (MCSA)-based Fault Detection under Varying Operating Conditions", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.1109/ICEMS56177.2022.9983454, November 2022.
BibTeX TR2022-150 PDF- @inproceedings{Liu2022nov2,
- author = {Liu, Dehong and Inoue, Hiroshi and Kanemaru, Makoto},
- title = {Robust Motor Current Signature Analysis (MCSA)-based Fault Detection under Varying Operating Conditions},
- booktitle = {International Conference on Electrical Machines and Systems (ICEMS) 2022},
- year = 2022,
- month = nov,
- publisher = {IEEE},
- doi = {10.1109/ICEMS56177.2022.9983454},
- issn = {2642-5513},
- isbn = {978-1-6654-9302-4},
- url = {https://www.merl.com/publications/TR2022-150}
- }
- Zheng, X., Liu, D., Inoue, H., Kanemaru, M., "Eccentricity Severity Estimation of Induction Machines using a Sparsity-Driven Regression Model", The Fourteenth Annual Energy Conversion Congress and Exposition, DOI: 10.1109/ECCE50734.2022.9947498, October 2022.
BibTeX TR2022-126 PDF- @inproceedings{Zheng2022oct,
- author = {Zheng, Xiangtian and Liu, Dehong and Inoue, Hiroshi and Kanemaru, Makoto},
- title = {Eccentricity Severity Estimation of Induction Machines using a Sparsity-Driven Regression Model},
- booktitle = {The Fourteenth Annual Energy Conversion Congress and Exposition},
- year = 2022,
- month = oct,
- publisher = {IEEE},
- doi = {10.1109/ECCE50734.2022.9947498},
- issn = {2329-3748},
- isbn = {978-1-7281-9387-8},
- url = {https://www.merl.com/publications/TR2022-126}
- }
- de Castro, M., Wang, Y., Vanfretti, L., Wang, H., Liu, D., Bortoff, S.A., Takegami, T., "Modeling, Simulation and Control of Turboelectric Propulsion Systems for More Electric Aircrafts using Modelica", AIAA Aviation Forum, DOI: 10.2514/6.2022-3873, June 2022, pp. 3873.
BibTeX TR2022-087 PDF- @inproceedings{deCastro2022jun,
- author = {de Castro, Marcelo and Wang, Yebin and Vanfretti, Luigi and Wang, Hongyu and Liu, Dehong and Bortoff, Scott A. and Takegami, Tomoki},
- title = {Modeling, Simulation and Control of Turboelectric Propulsion Systems for More Electric Aircrafts using Modelica},
- booktitle = {AIAA Aviation Forum},
- year = 2022,
- pages = 3873,
- month = jun,
- doi = {10.2514/6.2022-3873},
- url = {https://www.merl.com/publications/TR2022-087}
- }
- Tohme, T., Liu, D., Youcef-Toumi, C., "GSR: A Generalized Symbolic Regression Approach", arXiv, May 2022.
BibTeX arXiv- @article{Tohme2022mar,
- author = {Tohme, Tony and Liu, Dehong and Youcef-Toumi, Camal},
- title = {GSR: A Generalized Symbolic Regression Approach},
- journal = {arXiv},
- year = 2022,
- month = may,
- url = {https://arxiv.org/abs/2205.15569}
- }
- Yu, L., Liu, D., Mansour, H., Boufounos, P.T., "Fast and High-Quality Blind Multi-Spectral Image Pansharpening", IEEE Transactions on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2021.3091329, Vol. 60, pp. 1-17, January 2022.
BibTeX TR2022-004 PDF- @article{Yu2022jan,
- author = {Yu, Lantao and Liu, Dehong and Mansour, Hassan and Boufounos, Petros T.},
- title = {Fast and High-Quality Blind Multi-Spectral Image Pansharpening},
- journal = {IEEE Transactions on Geoscience and Remote Sensing},
- year = 2022,
- volume = 60,
- pages = {1--17},
- month = jan,
- doi = {10.1109/TGRS.2021.3091329},
- issn = {1558-0644},
- url = {https://www.merl.com/publications/TR2022-004}
- }
- Zhang, Z., Liu, D., "A Graph-based Method to Extract Broken Rotor Bar Fault Signature in Varying Speed Operation", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.23919/ICEMS52562.2021.9634664, October 2021.
BibTeX TR2021-135 PDF Video- @inproceedings{Zhang2021oct,
- author = {Zhang, Zhe and Liu, Dehong},
- title = {A Graph-based Method to Extract Broken Rotor Bar Fault Signature in Varying Speed Operation},
- booktitle = {ICEMS 2021},
- year = 2021,
- month = oct,
- publisher = {IEEE},
- doi = {10.23919/ICEMS52562.2021.9634664},
- issn = {2642-5513},
- isbn = {978-8-9865-1021-8},
- url = {https://www.merl.com/publications/TR2021-135}
- }
- Shi, L., Liu, D., Thornton, J.E., "Robust Camera Pose Estimation for Image Stitching", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP42928.2021.9506680, September 2021.
BibTeX TR2021-113 PDF- @inproceedings{Shi2021sep,
- author = {Shi, Laixi and Liu, Dehong and Thornton, Jay E.},
- title = {Robust Camera Pose Estimation for Image Stitching},
- booktitle = {IEEE International Conference on Image Processing (ICIP)},
- year = 2021,
- month = sep,
- publisher = {IEEE},
- doi = {10.1109/ICIP42928.2021.9506680},
- isbn = {978-1-6654-4115-5},
- url = {https://www.merl.com/publications/TR2021-113}
- }
- Shi, L., Liu, D., Umeda, M., Hana, N., "Fusion-Based Image Correlations Framework For Strain Measurement", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP39728.2021.9414987, June 2021.
BibTeX TR2021-012 PDF Video- @inproceedings{Shi2021feb,
- author = {Shi, Laixi and Liu, Dehong and Umeda, Masaki and Hana, Norihiko},
- title = {Fusion-Based Image Correlations Framework For Strain Measurement},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2021,
- month = jun,
- doi = {10.1109/ICASSP39728.2021.9414987},
- issn = {2379-190X},
- isbn = {978-1-7281-7606-2},
- url = {https://www.merl.com/publications/TR2021-012}
- }
- Liu, D., Sugawara, R., Orlik, P.V., "EMI reduction in PWM inverters using adaptive frequency modulation carriers", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.23919/ICEMS50442.2020.9291046, November 2020.
BibTeX TR2020-150 PDF Video- @inproceedings{Liu2020nov,
- author = {Liu, Dehong and Sugawara, Retsu and Orlik, Philip V.},
- title = {EMI reduction in PWM inverters using adaptive frequency modulation carriers},
- booktitle = {23rd International Conference on Electrical Machines and Systems (ICEMS)},
- year = 2020,
- month = nov,
- publisher = {IEEE},
- doi = {10.23919/ICEMS50442.2020.9291046},
- issn = {2642-5513},
- url = {https://www.merl.com/publications/TR2020-150}
- }
- Liu, D., Chen, S., Boufounos, P.T., "Graph-Based Array Signal Denoising for Perturbed Synthetic Aperture Radar", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 2020, pp. 1881-1884.
BibTeX TR2020-114 PDF Video- @inproceedings{Liu2020jul,
- author = {Liu, Dehong and Chen, Siheng and Boufounos, Petros T.},
- title = {Graph-Based Array Signal Denoising for Perturbed Synthetic Aperture Radar},
- booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},
- year = 2020,
- pages = {1881--1884},
- month = jul,
- isbn = {978-1-7281-6374-1},
- url = {https://www.merl.com/publications/TR2020-114}
- }
- Zhang, S., Wang, B., Kanemaru, M., Lin, C., Liu, D., Habetler, T., "Model-Based Analysis and Quantification of Bearing Faults in Induction Machines", IEEE Transactions on Industry Applications, DOI: 10.1109/TIA.2020.2979383, Vol. 56, No. 3, pp. 2158-2170, May 2020.
BibTeX TR2020-059 PDF- @article{Zhang2020may,
- author = {Zhang, Shen and Wang, Bingnan and Kanemaru, Makoto and Lin, Chungwei and Liu, Dehong and Habetler, Thomas},
- title = {Model-Based Analysis and Quantification of Bearing Faults in Induction Machines},
- journal = {IEEE Transactions on Industry Applications},
- year = 2020,
- volume = 56,
- number = 3,
- pages = {2158--2170},
- month = may,
- doi = {10.1109/TIA.2020.2979383},
- issn = {1939-9367},
- url = {https://www.merl.com/publications/TR2020-059}
- }
- Ma, Y., Lodhi, M.A., Mansour, H., Boufounos, P.T., Liu, D., "Inverse Multiple Scattering With Phaseless Measurements", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP40776.2020.9053430, April 2020, pp. 1519-1523.
BibTeX TR2020-041 PDF Video- @inproceedings{Ma2020apr,
- author = {Ma, Yanting and Lodhi, Muhammad Asad and Mansour, Hassan and Boufounos, Petros T. and Liu, Dehong},
- title = {Inverse Multiple Scattering With Phaseless Measurements},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2020,
- pages = {1519--1523},
- month = apr,
- publisher = {IEEE},
- doi = {10.1109/ICASSP40776.2020.9053430},
- issn = {2379-190X},
- isbn = {978-1-5090-6631-5},
- url = {https://www.merl.com/publications/TR2020-041}
- }
- Xie, Y., Liu, D., Mansour, H., Boufounos, P.T., "Robust Parameter Estimation of Contaminated Damped Exponentials", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP40776.2020.9053507, April 2020, pp. 5500-5504.
BibTeX TR2020-052 PDF Video- @inproceedings{Xie2020apr,
- author = {Xie, Youye and Liu, Dehong and Mansour, Hassan and Boufounos, Petros T.},
- title = {Robust Parameter Estimation of Contaminated Damped Exponentials},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2020,
- pages = {5500--5504},
- month = apr,
- publisher = {IEEE},
- doi = {10.1109/ICASSP40776.2020.9053507},
- issn = {2379-190X},
- isbn = {978-1-5090-6631-5},
- url = {https://www.merl.com/publications/TR2020-052}
- }
- Yu, L., Liu, D., Mansour, H., Boufounos, P.T., Ma, Y., "Blind Multi-Spectral Image Pan-Sharpening", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP40776.2020.9053554, April 2020, pp. 1429-1433.
BibTeX TR2020-047 PDF Video- @inproceedings{Yu2020apr,
- author = {Yu, Lantao and Liu, Dehong and Mansour, Hassan and Boufounos, Petros T. and Ma, Yanting},
- title = {Blind Multi-Spectral Image Pan-Sharpening},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2020,
- pages = {1429--1433},
- month = apr,
- publisher = {IEEE},
- doi = {10.1109/ICASSP40776.2020.9053554},
- issn = {2379-190X},
- isbn = {978-1-5090-6631-5},
- url = {https://www.merl.com/publications/TR2020-047}
- }
- Liu, D., Mansour, H., Boufounos, P.T., "Robust Mutual Information-Based Multi-Image Registration", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 2019, pp. 915-918.
BibTeX TR2019-079 PDF- @inproceedings{Liu2019jul,
- author = {Liu, Dehong and Mansour, Hassan and Boufounos, Petros T.},
- title = {Robust Mutual Information-Based Multi-Image Registration},
- booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},
- year = 2019,
- pages = {915--918},
- month = jul,
- url = {https://www.merl.com/publications/TR2019-079}
- }
- Kadu, A., Mansour, H., Boufounos, P.T., Liu, D., "Reflection Tomographic Imaging of Highly Scattering Objects Using Incremental Frequency Inversion", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8682393, May 2019.
BibTeX TR2019-012 PDF Video- @inproceedings{Kadu2019may,
- author = {Kadu, Ajinkya and Mansour, Hassan and Boufounos, Petros T. and Liu, Dehong},
- title = {Reflection Tomographic Imaging of Highly Scattering Objects Using Incremental Frequency Inversion},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2019,
- month = may,
- doi = {10.1109/ICASSP.2019.8682393},
- url = {https://www.merl.com/publications/TR2019-012}
- }
- Lohit, S., Liu, D., Mansour, H., Boufounos, P.T., "Unrolled Projected Gradient Descent for Multi-Spectral Image Fusion", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8683124, May 2019.
BibTeX TR2019-010 PDF- @inproceedings{Lohit2019may,
- author = {Lohit, Suhas and Liu, Dehong and Mansour, Hassan and Boufounos, Petros T.},
- title = {Unrolled Projected Gradient Descent for Multi-Spectral Image Fusion},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2019,
- month = may,
- doi = {10.1109/ICASSP.2019.8683124},
- url = {https://www.merl.com/publications/TR2019-010}
- }
- Zhang, S., Wang, B., Kanemaru, M., Lin, C., Liu, D., Habetler, T., "Quantification of Rolling-Element Bearing Fault Severity of Induction Machines", IEEE International Electric Machines and Drives Conference (IEMDC), DOI: 10.1109/IEMDC.2019.8785225, May 2019, pp. 44-50.
BibTeX TR2019-033 PDF- @inproceedings{Zhang2019may,
- author = {Zhang, Shen and Wang, Bingnan and Kanemaru, Makoto and Lin, Chungwei and Liu, Dehong and Habetler, Thomas},
- title = {Quantification of Rolling-Element Bearing Fault Severity of Induction Machines},
- booktitle = {IEEE International Electric Machines and Drives Conference (IEMDC)},
- year = 2019,
- pages = {44--50},
- month = may,
- doi = {10.1109/IEMDC.2019.8785225},
- url = {https://www.merl.com/publications/TR2019-033}
- }
- Mansour, H., Liu, D., Kamilov, U., Boufounos, P.T., "Sparse Blind Deconvolution for Distributed Radar Autofocus Imaging", IEEE Transactions on Computational Imaging, DOI: 10.1109/TCI.2018.2875375, Vol. 4, No. 4, pp. 537-551, December 2018.
BibTeX TR2018-179 PDF Video- @article{Mansour2018dec,
- author = {Mansour, Hassan and Liu, Dehong and Kamilov, Ulugbek and Boufounos, Petros T.},
- title = {Sparse Blind Deconvolution for Distributed Radar Autofocus Imaging},
- journal = {IEEE Transactions on Computational Imaging},
- year = 2018,
- volume = 4,
- number = 4,
- pages = {537--551},
- month = dec,
- doi = {10.1109/TCI.2018.2875375},
- url = {https://www.merl.com/publications/TR2018-179}
- }