- Liu, B., Guo, J., Koike-Akino, T., Wang, Y., Kim, K.J., Parsons, K., Orlik, P.V., Hashimoto, S., Yuan, J., "Anomaly Detection and Diagnosis Using Pre-Processing and Time-Delay Autoencoder", IEEE International conference on emerging technologies and factory automation, September 2021.
BibTeX TR2021-107 PDF- @inproceedings{Liu2021sep,
- author = {Liu, Bryan and Guo, Jianlin and Koike-Akino, Toshiaki and Wang, Ye and Kim, Kyeong Jin and Parsons, Kieran and Orlik, Philip V. and Hashimoto, Shigeru and Yuan, Jinhong},
- title = {Anomaly Detection and Diagnosis Using Pre-Processing and Time-Delay Autoencoder},
- booktitle = {IEEE International conference on emerging technologies and factory automation},
- year = 2021,
- month = sep,
- url = {https://www.merl.com/publications/TR2021-107}
- }
- Koike-Akino, T., Wang, Y., "Evolution of Polar Coding", IEEE International Symposium on Topics in Coding (ISTC), August 2021.
BibTeX TR2021-104 PDF- @inproceedings{Koike-Akino2021aug,
- author = {Koike-Akino, Toshiaki and Wang, Ye},
- title = {Evolution of Polar Coding},
- booktitle = {IEEE International Symposium on Topics in Coding (ISTC)},
- year = 2021,
- month = aug,
- url = {https://www.merl.com/publications/TR2021-104}
- }
- Greiff, M., Berntorp, K., Di Cairano, S., Kim, K.J., "Mixed-Integer Linear Regression Kalman Filters for GNSS Positioning", IEEE Conference on Control Technology and Applications (CCTA), DOI: 10.1109/CCTA48906.2021.9659142, August 2021.
BibTeX TR2021-090 PDF- @inproceedings{Greiff2021aug,
- author = {Greiff, Marcus and Berntorp, Karl and Di Cairano, Stefano and Kim, Kyeong Jin},
- title = {Mixed-Integer Linear Regression Kalman Filters for GNSS Positioning},
- booktitle = {IEEE Conference on Control Technology and Applications (CCTA)},
- year = 2021,
- month = aug,
- doi = {10.1109/CCTA48906.2021.9659142},
- url = {https://www.merl.com/publications/TR2021-090}
- }
- Kojima, K., Koike-Akino, T., Tang, Y., Wang, Y., "Inverse design for integrated photonics using deep neural network", Integrated Photonics Research, Silicon and Nanophotonics (IPR), DOI: 10.1364/IPRSN.2021.IF3A.6, July 2021.
BibTeX TR2021-061 PDF- @inproceedings{Kojima2021jul,
- author = {Kojima, Keisuke and Koike-Akino, Toshiaki and Tang, Yingheng and Wang, Ye},
- title = {Inverse design for integrated photonics using deep neural network},
- booktitle = {Integrated Photonics Research, Silicon and Nanophotonics (IPR)},
- year = 2021,
- month = jul,
- doi = {10.1364/IPRSN.2021.IF3A.6},
- url = {https://www.merl.com/publications/TR2021-061}
- }
- Wang, Y., Aeron, S., Rakin, A.S., Koike-Akino, T., Moulin, P., "Robust Machine Learning via Privacy/Rate-Distortion Theory", IEEE International Symposium on Information Theory (ISIT), DOI: 10.1109/ISIT45174.2021.9517751, July 2021.
BibTeX TR2021-082 PDF Video Presentation- @inproceedings{Wang2021jul,
- author = {Wang, Ye and Aeron, Shuchin and Rakin, Adnan S and Koike-Akino, Toshiaki and Moulin, Pierre},
- title = {Robust Machine Learning via Privacy/Rate-Distortion Theory},
- booktitle = {IEEE International Symposium on Information Theory (ISIT)},
- year = 2021,
- month = jul,
- publisher = {IEEE},
- doi = {10.1109/ISIT45174.2021.9517751},
- isbn = {978-1-5386-8210-4},
- url = {https://www.merl.com/publications/TR2021-082}
- }
- Zeng, T., Guo, J., Kim, K.J., Parsons, K., Orlik, P.V., Di Cairano, S., Saad, W., "Multi-Task Federated Learning for Traffic Prediction and Its Application to Route Planning", IEEE Intelligent Vehicles Symposium, July 2021.
BibTeX TR2021-083 PDF Video- @inproceedings{Zeng2021jul,
- author = {Zeng, Tengchan and Guo, Jianlin and Kim, Kyeong Jin and Parsons, Kieran and Orlik, Philip V. and Di Cairano, Stefano and Saad, Walid},
- title = {Multi-Task Federated Learning for Traffic Prediction and Its Application to Route Planning},
- booktitle = {IEEE Intelligent Vehicles Symposium},
- year = 2021,
- month = jul,
- url = {https://www.merl.com/publications/TR2021-083}
- }
- Koike-Akino, T., Wang, Y., "Protograph-Based Design for QC Polar Codes", IEEE International Symposium on Information Theory (ISIT), DOI: 10.1109/ISIT45174.2021.9517868, July 2021.
BibTeX TR2021-080 PDF Video Presentation- @inproceedings{Koike-Akino2021jul,
- author = {Koike-Akino, Toshiaki and Wang, Ye},
- title = {Protograph-Based Design for QC Polar Codes},
- booktitle = {IEEE International Symposium on Information Theory (ISIT)},
- year = 2021,
- month = jul,
- publisher = {IEEE},
- doi = {10.1109/ISIT45174.2021.9517868},
- isbn = {978-1-5386-8209-8},
- url = {https://www.merl.com/publications/TR2021-080}
- }
- Fujihashi, T., Koike-Akino, T., Chen, S., Watanabe, T., "Wireless 3D Point Cloud Delivery Using Deep Graph Neural Networks", IEEE International Conference on Communications (ICC), DOI: 10.1109/ICC42927.2021.9500925, June 2021.
BibTeX TR2021-066 PDF Presentation- @inproceedings{Fujihashi2021jun,
- author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Chen, Siheng and Watanabe, Takashi},
- title = {Wireless 3D Point Cloud Delivery Using Deep Graph Neural Networks},
- booktitle = {IEEE International Conference on Communications (ICC)},
- year = 2021,
- month = jun,
- publisher = {IEEE},
- doi = {10.1109/ICC42927.2021.9500925},
- issn = {1938-1883},
- isbn = {978-1-7281-7122-7},
- url = {https://www.merl.com/publications/TR2021-066}
- }
- Kim, K.J., Guo, J., Orlik, P.V., Nagai, Y., Poor, H.V., "A Cluster-Based Transmit Diversity Scheme for Asynchronous Joint Transmissions in Private Networks", IEEE International Conference on Communications (ICC), DOI: 10.1109/ICC42927.2021.9500522, June 2021, pp. 1-6.
BibTeX TR2021-075 PDF- @inproceedings{Kim2021jun,
- author = {Kim, Kyeong Jin and Guo, Jianlin and Orlik, Philip V. and Nagai, Yukimasa and Poor, H. Vincent},
- title = {A Cluster-Based Transmit Diversity Scheme for Asynchronous Joint Transmissions in Private Networks},
- booktitle = {IEEE International Conference on Communications (ICC)},
- year = 2021,
- pages = {1--6},
- month = jun,
- publisher = {IEEE},
- doi = {10.1109/ICC42927.2021.9500522},
- url = {https://www.merl.com/publications/TR2021-075}
- }
- Ma, Y., Boufounos, P.T., Mansour, H., Aeron, S., "Multiview Sensing with Unknown Permutations: An Optimal Transport Approach", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP39728.2021.9415075, June 2021, pp. 1440-1444.
BibTeX TR2021-047 PDF Video- @inproceedings{Ma2021jun,
- author = {Ma, Yanting and Boufounos, Petros T. and Mansour, Hassan and Aeron, Shuchin},
- title = {Multiview Sensing with Unknown Permutations: An Optimal Transport Approach},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2021,
- pages = {1440--1444},
- month = jun,
- doi = {10.1109/ICASSP39728.2021.9415075},
- issn = {1520-6149},
- isbn = {978-1-7281-7606-2},
- url = {https://www.merl.com/publications/TR2021-047}
- }
- Chen, S., Eldar, Y., "Graph Signaling Denoising via Unrolling Networks", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP39728.2021.9415073, June 2021.
BibTeX TR2021-071 PDF- @inproceedings{Chen2021jun3,
- author = {Chen, Siheng and Eldar, Yonina},
- title = {Graph Signaling Denoising via Unrolling Networks},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2021,
- month = jun,
- doi = {10.1109/ICASSP39728.2021.9415073},
- url = {https://www.merl.com/publications/TR2021-071}
- }
- Chen, S., Eldar, Y., "Time-Varying Graph Signal Inpainting via Unrolling Networks", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP39728.2021.9413406, June 2021.
BibTeX TR2021-070 PDF- @inproceedings{Chen2021jun,
- author = {Chen, Siheng and Eldar, Yonina},
- title = {Time-Varying Graph Signal Inpainting via Unrolling Networks},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2021,
- month = jun,
- doi = {10.1109/ICASSP39728.2021.9413406},
- url = {https://www.merl.com/publications/TR2021-070}
- }
- Hyder, R., Mansour, H., Ma, Y., Boufounos, P.T., Wang, P., "A Consensus Equilibrium Solution for Deep Image Prior Powered by Red", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP39728.2021.9414290, June 2021, pp. 1380-1384.
BibTeX TR2021-046 PDF- @inproceedings{Hyder2021jun,
- author = {{Hyder, Rakib and Mansour, Hassan and Ma, Yanting and Boufounos, Petros T. and Wang, Pu}},
- title = {A Consensus Equilibrium Solution for Deep Image Prior Powered by Red},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2021,
- pages = {1380--1384},
- month = jun,
- doi = {10.1109/ICASSP39728.2021.9414290},
- issn = {2379-190X},
- isbn = {978-1-7281-7605-5},
- url = {https://www.merl.com/publications/TR2021-046}
- }
- Yao, G., Wang, P., Berntorp, K., Mansour, H., Boufounos, P.T., Orlik, P.V., "Extended Object Tracking with Automotive Radar Using B-Spline Chained Ellipses Model", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP39728.2021.9415080, June 2021, pp. 8408-8412.
BibTeX TR2021-048 PDF Video- @inproceedings{Yao2021jun,
- author = {{Yao, Gang and Wang, Pu and Berntorp, Karl and Mansour, Hassan and Boufounos, Petros T. and Orlik, Philip V.}},
- title = {Extended Object Tracking with Automotive Radar Using B-Spline Chained Ellipses Model},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2021,
- pages = {8408--8412},
- month = jun,
- publisher = {IEEE},
- doi = {10.1109/ICASSP39728.2021.9415080},
- issn = {2379-190X},
- isbn = {978-1-7281-7605-5},
- url = {https://www.merl.com/publications/TR2021-048}
- }
- Hu, W., Chen, S., Tian, D., "Graph Spectral Point Cloud Processing" in ISTE Ltd, DOI: 10.1002/9781119850830.ch7, June 2021.
BibTeX TR2021-085 PDF- @incollection{Hu2021jun,
- author = {Hu, Wei and Chen, Siheng and Tian, Dong},
- title = {Graph Spectral Point Cloud Processing},
- booktitle = {ISTE Ltd},
- year = 2021,
- month = jun,
- doi = {10.1002/9781119850830.ch7},
- url = {https://www.merl.com/publications/TR2021-085}
- }
- Haruna, M., Kawaguchi, N., Ogino, M., Koike-Akino, T., "Comparison of Three Feedback Modalities for Haptics Sensation in Remote Machine Manipulation", IEEE International Conference on Robotics and Automation (ICRA), DOI: 10.1109/LRA.2021.3070301, May 2021.
BibTeX TR2021-063 PDF Video- @inproceedings{Haruna2021may,
- author = {Haruna, Masaki and Kawaguchi, Noboru and Ogino, Masaki and Koike-Akino, Toshiaki},
- title = {Comparison of Three Feedback Modalities for Haptics Sensation in Remote Machine Manipulation},
- booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
- year = 2021,
- month = may,
- doi = {10.1109/LRA.2021.3070301},
- issn = {2377-3766},
- url = {https://www.merl.com/publications/TR2021-063}
- }
- Berntorp, K., Quirynen, R., Vaskov, S., "Joint Tire-Stiffness and Vehicle-Inertial Parameter Estimation for Improved Predictive Control", American Control Conference (ACC), DOI: 10.23919/ACC50511.2021.9482635, May 2021, pp. 186-191.
BibTeX TR2021-060 PDF- @inproceedings{Berntorp2021may2,
- author = {Berntorp, Karl and Quirynen, Rien and Vaskov, Sean},
- title = {Joint Tire-Stiffness and Vehicle-Inertial Parameter Estimation for Improved Predictive Control},
- booktitle = {American Control Conference (ACC)},
- year = 2021,
- pages = {186--191},
- month = may,
- doi = {10.23919/ACC50511.2021.9482635},
- url = {https://www.merl.com/publications/TR2021-060}
- }
- Berntorp, K., Chakrabarty, A., Di Cairano, S., "Vehicle Center-of-Gravity Height and Dynamics Estimation with Uncertainty Quantification by Marginalized Particle Filter", American Control Conference (ACC), DOI: 10.23919/ACC50511.2021.9483251, May 2021, pp. 160-165.
BibTeX TR2021-058 PDF- @inproceedings{Berntorp2021may,
- author = {Berntorp, Karl and Chakrabarty, Ankush and Di Cairano, Stefano},
- title = {Vehicle Center-of-Gravity Height and Dynamics Estimation with Uncertainty Quantification by Marginalized Particle Filter},
- booktitle = {American Control Conference (ACC)},
- year = 2021,
- pages = {160--165},
- month = may,
- doi = {10.23919/ACC50511.2021.9483251},
- url = {https://www.merl.com/publications/TR2021-058}
- }
- Zhou, L., Wang, B., Lin, C., Miyoshi, M., Inoue, H., "Static Eccentricity Fault Detection for PSH-type Induction Motors Considering High-order Air Gap Permeance Harmonics", IEEE International Electric Machines and Drives Conference (IEMDC), DOI: 10.1109/IEMDC47953.2021.9449496, May 2021, pp. 1-7.
BibTeX TR2021-051 PDF- @inproceedings{Zhou2021may2,
- author = {Zhou, Lei and Wang, Bingnan and Lin, Chungwei and Miyoshi, Masahito and Inoue, hiroshi},
- title = {Static Eccentricity Fault Detection for PSH-type Induction Motors Considering High-order Air Gap Permeance Harmonics},
- booktitle = {IEEE International Electric Machines and Drives Conference (IEMDC)},
- year = 2021,
- pages = {1--7},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/IEMDC47953.2021.9449496},
- url = {https://www.merl.com/publications/TR2021-051}
- }
- Tang, Y., Kojima, K., Koike-Akino, T., Wang, Y., Jha, D.K., Parsons, K., Qi, M., "Nano-Optic Broadband Power Splitter Design via Cycle-Consistent Adversarial Deep Learning", Conference on Lasers and Electro-Optics (CLEO), DOI: 10.1364/CLEO_SI.2021.SW4E.1, May 2021.
BibTeX TR2021-045 PDF Presentation- @inproceedings{Tang2021may3,
- author = {Tang, Yingheng and Kojima, Keisuke and Koike-Akino, Toshiaki and Wang, Ye and Jha, Devesh K. and Parsons, Kieran and Qi, Minghao},
- title = {Nano-Optic Broadband Power Splitter Design via Cycle-Consistent Adversarial Deep Learning},
- booktitle = {Conference on Lasers and Electro-Optics (CLEO)},
- year = 2021,
- month = may,
- doi = {10.1364/CLEO_SI.2021.SW4E.1},
- url = {https://www.merl.com/publications/TR2021-045}
- }
- Fujihashi, T., Koike-Akino, T., Watanabe, T., Orlik, P.V., "HoloCast+: Hybrid Digital-Analog Transmission for Graceful Point Cloud Delivery with Graph Fourier Transform", IEEE Transactions on Multimedia, DOI: 10.1109/TMM.2021.3077772, May 2021.
BibTeX TR2021-043 PDF Presentation- @article{Fujihashi2021may,
- author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi and Orlik, Philip V.},
- title = {HoloCast+: Hybrid Digital-Analog Transmission for Graceful Point Cloud Delivery with Graph Fourier Transform},
- journal = {IEEE Transactions on Multimedia},
- year = 2021,
- month = may,
- doi = {10.1109/TMM.2021.3077772},
- issn = {1941-0077},
- url = {https://www.merl.com/publications/TR2021-043}
- }
- Pan, C., Chen, S., Ortega, A., "Spatio-Temporal Graph Scattering Transform", International Conference on Learning Representations (ICLR), May 2021.
BibTeX TR2021-044 PDF- @inproceedings{Pan2021may,
- author = {Pan, Chao and Chen, Siheng and Ortega, Antonio},
- title = {Spatio-Temporal Graph Scattering Transform},
- booktitle = {International Conference on Learning Representations (ICLR)},
- year = 2021,
- month = may,
- url = {https://www.merl.com/publications/TR2021-044}
- }
- Nagai, Y., Sumi, T., Guo, J., Orlik, P.V., Mineno, H., "IEEE 802.19.3 Standardization for Coexistence of IEEE 802.11ah and IEEE 802.15.4g Systems in Sub-1 GHz Frequency Bands", Information Processing Society of Japan/Consumer Device and System Transaction, Vol. 11, No. 5, May 2021.
BibTeX TR2021-035 PDF- @article{Nagai2021may,
- author = {Nagai, Yukimasa and Sumi, Takenori and Guo, Jianlin and Orlik, Philip V. and Mineno, Hiroshi},
- title = {IEEE 802.19.3 Standardization for Coexistence of IEEE 802.11ah and IEEE 802.15.4g Systems in Sub-1 GHz Frequency Bands},
- journal = {Information Processing Society of Japan/Consumer Device and System Transaction},
- year = 2021,
- volume = 11,
- number = 5,
- month = may,
- url = {https://www.merl.com/publications/TR2021-035}
- }
- Wang, F., Wang, P., Zhang, X., Li, H., Himed, B., "An Overview of Parametric Modeling and Methods for Radar Target Detection with Limited Data", IEEE Access, DOI: 10.1109/ACCESS.2021.3074063, Vol. 9, pp. 60459-60469, April 2021.
BibTeX TR2021-049 PDF- @article{Wang2021apr,
- author = {{Wang, Fangzhou and Wang, Pu and Zhang, Xin and Li, Hongbin and Himed, Braham}},
- title = {An Overview of Parametric Modeling and Methods for Radar Target Detection with Limited Data},
- journal = {IEEE Access},
- year = 2021,
- volume = 9,
- pages = {60459--60469},
- month = apr,
- doi = {10.1109/ACCESS.2021.3074063},
- issn = {2169-3536},
- url = {https://www.merl.com/publications/TR2021-049}
- }
- Ma, R., Komatsuszaki, Y., Benosman, M., Yamanaka, K., Shinjo, S., "A New Frontier for Power Amplifier enabled by Machine Learning", Microwave Journal, No. 4, pp. 22-32, April 2021.
BibTeX TR2021-030 PDF- @article{Ma2021apr,
- author = {Ma, Rui and Komatsuszaki, Yuji and Benosman, Mouhacine and Yamanaka, Koji and Shinjo, Shintaro},
- title = {A New Frontier for Power Amplifier enabled by Machine Learning},
- journal = {Microwave Journal},
- year = 2021,
- number = 4,
- pages = {22--32},
- month = apr,
- issn = {0192-6225},
- url = {https://www.merl.com/publications/TR2021-030}
- }