- 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, Perry 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.
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,
- month = nov,
- 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", ICEMS 2021, October 2021.
BibTeX TR2021-135 PDF- @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,
- 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, 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,
- 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, 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,
- 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, 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,
- month = sep,
- url = {https://www.merl.com/publications/TR2021-117}
- }
- 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), 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,
- url = {https://www.merl.com/publications/TR2021-131}
- }
- Shi, L., Liu, D., Thornton, J.E., "Robust Camera Pose Estimation for Image Stitching", IEEE International Conference on Image Processing (ICIP), 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,
- 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), 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,
- 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), 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,
- 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), 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,
- 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), 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,
- url = {https://www.merl.com/publications/TR2021-090}
- }
- 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- @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, Perry},
- 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- @inproceedings{Yao2021jun,
- author = {Yao, Gang and Wang, Perry 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}
- }
