Publications

530 / 3,861 publications found.


  •  Kojima, K., Tang, Y., Wang, Y., Koike-Akino, T., "Machine Learning for design and optimization of photonic devices" in Machine Learning for Future Fiber Optic Communication Systems, Alan Pak Tao Lau and Faisal Nadeem Khan, Eds., DOI: 10.1016/​B978-0-32-385227-2.00018-8, pp. 337-374, Academic Press, November 2021.
    BibTeX TR2021-142 PDF
    • @incollection{Kojima2021nov,
    • author = {Kojima, Keisuke and Tang, Yingheng and Wang, Ye and Koike-Akino, Toshiaki},
    • title = {{Machine Learning for design and optimization of photonic devices}},
    • booktitle = {Machine Learning for Future Fiber Optic Communication Systems},
    • year = 2021,
    • editor = {Alan Pak Tao Lau and Faisal Nadeem Khan},
    • pages = {337--374},
    • month = nov,
    • publisher = {Academic Press},
    • doi = {10.1016/B978-0-32-385227-2.00018-8},
    • isbn = {978-0-323-85227-2},
    • url = {https://www.merl.com/publications/TR2021-142}
    • }
  •  Furuichi, T., Ma, R., Koike-Akino, T., Komatsuszaki, Y., "Full-Range Three-Stage 16GSa/s Riemann Pump RF-Power DAC in GaN HEMT", Asia-Pacific Microwave Conference (APMC), DOI: 1109/​APMC52720.2021.9661641, November 2021.
    BibTeX TR2021-141 PDF
    • @inproceedings{Furuichi2021nov,
    • author = {Furuichi, Tomoyuki and Ma, Rui and Koike-Akino, Toshiaki and Komatsuszaki, Yuji},
    • title = {{Full-Range Three-Stage 16GSa/s Riemann Pump RF-Power DAC in GaN HEMT}},
    • booktitle = {Asia-Pacific Microwave Conference (APMC) 2021},
    • year = 2021,
    • month = nov,
    • doi = {1109/APMC52720.2021.9661641},
    • isbn = {978-1-6654-3782-0},
    • url = {https://www.merl.com/publications/TR2021-141}
    • }
  •  Wang, P., Koike-Akino, T., Ma, R., Orlik, P.V., Yamashita, G., Tsujita, W., Nakajima, M., "Learning-Based THz Multi-Layer Imaging for High-Capacity Positioning", International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz), DOI: 10.1109/​IRMMW-THz50926.2021.9566940, November 2021.
    BibTeX TR2021-098 PDF
    • @inproceedings{Wang2021nov,
    • author = {Wang, Pu and Koike-Akino, Toshiaki and Ma, Rui and Orlik, Philip V. and Yamashita, Genki and Tsujita, Wataru and Nakajima, M.},
    • title = {{Learning-Based THz Multi-Layer Imaging for High-Capacity Positioning}},
    • booktitle = {International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)},
    • year = 2021,
    • month = nov,
    • publisher = {IEEE},
    • doi = {10.1109/IRMMW-THz50926.2021.9566940},
    • issn = {2162-2035},
    • isbn = {978-1-7281-9424-0},
    • url = {https://www.merl.com/publications/TR2021-098}
    • }
  •  Yao, G., WANG, P., Berntorp, K., Mansour, H., Boufounos, P.T., Orlik, P.V., "Extended Object Tracking with Spatial Model Adaptation Using Automotive Radar", International Conference on Information Fusion (FUSION), November 2021, pp. 1-8.
    BibTeX TR2021-138 PDF
    • @inproceedings{Yao2021nov,
    • 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 Spatial Model Adaptation Using Automotive Radar}}},
    • booktitle = {International Conference on Information Fusion (FUSION)},
    • year = 2021,
    • pages = {1--8},
    • month = nov,
    • isbn = {978-1-6654-1427-2},
    • url = {https://www.merl.com/publications/TR2021-138}
    • }
  •  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}
    • }
  •  Demir, A., Koike-Akino, T., Wang, Y., Erdogmus, D., Haruna, M., "EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals", International IEEE EMBS Conference on Neural Engineering, DOI: 10.1109/​EMBC46164.2021.9630194, October 2021.
    BibTeX TR2021-136 PDF Video Presentation
    • @inproceedings{Demir2021oct,
    • author = {Demir, Andac and Koike-Akino, Toshiaki and Wang, Ye and Erdogmus, Deniz and Haruna, Masaki},
    • title = {{EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals}},
    • booktitle = {International IEEE EMBS Conference on Neural Engineering},
    • year = 2021,
    • month = oct,
    • publisher = {IEEE},
    • doi = {10.1109/EMBC46164.2021.9630194},
    • issn = {2694-0604},
    • isbn = {978-1-7281-1179-7},
    • url = {https://www.merl.com/publications/TR2021-136}
    • }
  •  Rakin, A.S., Wang, Y., Aeron, S., Koike-Akino, T., Moulin, P., Parsons, K., "Towards Universal Adversarial Examples and Defenses", IEEE Information Theory Workshop, DOI: 10.1109/​ITW48936.2021.9611439, October 2021.
    BibTeX TR2021-125 PDF Video
    • @inproceedings{Rakin2021oct,
    • author = {Rakin, Adnan S and Wang, Ye and Aeron, Shuchin and Koike-Akino, Toshiaki and Moulin, Pierre and Parsons, Kieran},
    • title = {{Towards Universal Adversarial Examples and Defenses}},
    • booktitle = {IEEE Information Theory Workshop},
    • year = 2021,
    • month = oct,
    • publisher = {IEEE},
    • doi = {10.1109/ITW48936.2021.9611439},
    • isbn = {978-1-6654-0312-2},
    • url = {https://www.merl.com/publications/TR2021-125}
    • }
  •  Jurdi, R., Guo, J., Kim, K.J., Orlik, P.V., Nagai, Y., "Queueing Delay Analysis of Mixed Traffic in Time Sensitive Networks", International Conference on Intelligent Manufacturing and Automation Engineering (ICIMA), October 2021.
    BibTeX TR2021-122 PDF
    • @inproceedings{Jurdi2021oct,
    • author = {Jurdi, Rebal and Guo, Jianlin and Kim, Kyeong Jin and Orlik, Philip V. and Nagai, Yukimasa},
    • title = {{Queueing Delay Analysis of Mixed Traffic in Time Sensitive Networks}},
    • booktitle = {International Conference on Intelligent Manufacturing and Automation Engineering (ICIMA)},
    • year = 2021,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2021-122}
    • }
  •  Matsumine, T., Koike-Akino, T., Ochiai, H., "A Low-Complexity Probabilistic Amplitude Shaping with Short Linear Block Codes", IEEE Transactions on Communications, DOI: 10.1109/​TCOMM.2021.3111032, Vol. 69, No. 12, pp. 7923-7933, September 2021.
    BibTeX TR2021-117 PDF
    • @article{Matsumine2021sep,
    • author = {Matsumine, Toshiki and Koike-Akino, Toshiaki and Ochiai, Hideki},
    • title = {{A Low-Complexity Probabilistic Amplitude Shaping with Short Linear Block Codes}},
    • journal = {IEEE Transactions on Communications},
    • year = 2021,
    • volume = 69,
    • number = 12,
    • pages = {7923--7933},
    • month = sep,
    • doi = {10.1109/TCOMM.2021.3111032},
    • issn = {1558-0857},
    • url = {https://www.merl.com/publications/TR2021-117}
    • }
  •  Nagai, Y., Guo, J., Sumi, T., Orlik, P.V., Mineno, H., "Sub-1 GHz Wireless Coexistence of IEEE 802.15.4g and IEEE 802.11ah Using Hybrid CSMA/CA", International Journal of Informatics Society, Vol. 13, No. 2, pp. 55-66, September 2021.
    BibTeX TR2021-116 PDF
    • @article{Nagai2021sep,
    • author = {Nagai, Yukimasa and Guo, Jianlin and Sumi, Takenori and Orlik, Philip V. and Mineno, Hiroshi},
    • title = {{Sub-1 GHz Wireless Coexistence of IEEE 802.15.4g and IEEE 802.11ah Using Hybrid CSMA/CA}},
    • journal = {International Journal of Informatics Society},
    • year = 2021,
    • volume = 13,
    • number = 2,
    • pages = {55--66},
    • month = sep,
    • url = {https://www.merl.com/publications/TR2021-116}
    • }
  •  Kannapiran, S., van Baar, J., Berman, S., "A Visual Inertial Odometry Framework for 3D Points, Lines and Planes", IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), DOI: 10.1109/​IROS51168.2021.9636526, September 2021.
    BibTeX TR2021-131 PDF
    • @inproceedings{Kannapiran2021sep,
    • author = {Kannapiran, Shenbagaraj and {van Baar}, Jeroen and Berman, Spring},
    • title = {{A Visual Inertial Odometry Framework for 3D Points, Lines and Planes}},
    • booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
    • year = 2021,
    • month = sep,
    • doi = {10.1109/IROS51168.2021.9636526},
    • url = {https://www.merl.com/publications/TR2021-131}
    • }
  •  Das, P., Ortega, A., Chen, S., Mansour, H., Vetro, A., "Application-agnostic spatio-temporal hand graph representations for stable activity understanding", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/​ICIP42928.2021.9506054, September 2021, pp. 1074-1078.
    BibTeX TR2021-112 PDF
    • @inproceedings{Das2021sep,
    • author = {Das, Pratyusha and Ortega, Antonio and Chen, Siheng and Mansour, Hassan and Vetro, Anthony},
    • title = {{Application-agnostic spatio-temporal hand graph representations for stable activity understanding}},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2021,
    • pages = {1074--1078},
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109/ICIP42928.2021.9506054},
    • url = {https://www.merl.com/publications/TR2021-112}
    • }
  •  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}
    • }
  •  Koike-Akino, T., Wang, Y., Kojima, K., Parsons, K., Yoshida, T., "Zero-Multiplier Sparse DNN Equalization for Fiber-Optic QAM Systems with Probabilistic Amplitude Shaping", European Conference on Optical Communication (ECOC), DOI: 10.1109/​ECOC52684.2021.9605870, September 2021.
    BibTeX TR2021-110 PDF Presentation
    • @inproceedings{Koike-Akino2021sep,
    • author = {Koike-Akino, Toshiaki and Wang, Ye and Kojima, Keisuke and Parsons, Kieran and Yoshida, Tsuyoshi},
    • title = {{Zero-Multiplier Sparse DNN Equalization for Fiber-Optic QAM Systems with Probabilistic Amplitude Shaping}},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2021,
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109/ECOC52684.2021.9605870},
    • isbn = {978-1-6654-3868-1},
    • url = {https://www.merl.com/publications/TR2021-110}
    • }
  •  Skvortcov, P., Koike-Akino, T., Millar, D.S., Kojima, K., Parsons, K., "Dual Coding Concatenation for Burst-Error Correction in Probabilistic Amplitude Shaping", European Conference on Optical Communication (ECOC), DOI: 10.1109/​ECOC52684.2021.9605842, September 2021.
    BibTeX TR2021-111 PDF Presentation
    • @inproceedings{Skvortcov2021sep2,
    • author = {Skvortcov, Pavel and Koike-Akino, Toshiaki and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
    • title = {{Dual Coding Concatenation for Burst-Error Correction in Probabilistic Amplitude Shaping}},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2021,
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109/ECOC52684.2021.9605842},
    • isbn = {978-1-6654-3868-1},
    • url = {https://www.merl.com/publications/TR2021-111}
    • }
  •  Skvortcov, P., Millar, D.S., Phillips, I., Forysiak, W., Koike-Akino, T., Kojima, K., Parsons, K., "Experimental Analysis of Mismatched Soft-Demapping for Probabilistic Shaping in Short-Reach Nonlinear Transmission", European Conference on Optical Communication (ECOC), DOI: 10.1109/​ECOC52684.2021.9605820, September 2021.
    BibTeX TR2021-109 PDF
    • @inproceedings{Skvortcov2021sep,
    • author = {Skvortcov, Pavel and Millar, David S. and Phillips, Ian and Forysiak, Wladek and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran},
    • title = {{Experimental Analysis of Mismatched Soft-Demapping for Probabilistic Shaping in Short-Reach Nonlinear Transmission}},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2021,
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109/ECOC52684.2021.9605820},
    • isbn = {978-1-6654-3868-1},
    • url = {https://www.merl.com/publications/TR2021-109}
    • }
  •  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}
    • }