- Liu, B., Koike-Akino, T., Wang, Y., Parsons, K., "Variational Quantum Compressed Sensing for Joint User and Channel State Acquisition in Grant-Free Device Access Systems", IEEE International Conference on Communications (ICC), May 2022.
BibTeX TR2022-052 PDF Video Presentation- @inproceedings{Liu2022may3,
- author = {Liu, Bryan and Koike-Akino, Toshiaki and Wang, Ye and Parsons, Kieran},
- title = {Variational Quantum Compressed Sensing for Joint User and Channel State Acquisition in Grant-Free Device Access Systems},
- booktitle = {IEEE International Conference on Communications (ICC)},
- year = 2022,
- month = may,
- url = {https://www.merl.com/publications/TR2022-052}
- }
- song, H., Kim, K.J., Guo, J., Orlik, P.V., Parsons, K., "Semi-Persistent Scheduling Scheme for Low-Latency and High-Reliability Transmissions in Private 5G Networks", IEEE International Conference on Communications Workshops (ICC), May 2022.
BibTeX TR2022-050 PDF- @inproceedings{song2022may,
- author = {song, Hao and Kim, Kyeong Jin and Guo, Jianlin and Orlik, Philip V. and Parsons, Kieran},
- title = {Semi-Persistent Scheduling Scheme for Low-Latency and High-Reliability Transmissions in Private 5G Networks},
- booktitle = {IEEE International Conference on Communications Workshops (ICC)},
- year = 2022,
- month = may,
- url = {https://www.merl.com/publications/TR2022-050}
- }
- Koike-Akino, T., Pu, W., Wang, Y., "Quantum Transfer Learning for Wi-Fi Sensing", IEEE International Conference on Communications (ICC), May 2022.
BibTeX TR2022-044 PDF Video Presentation- @inproceedings{Koike-Akino2022may2,
- author = {Koike-Akino, Toshiaki and Pu, Wang and Wang, Ye},
- title = {Quantum Transfer Learning for Wi-Fi Sensing},
- booktitle = {IEEE International Conference on Communications (ICC)},
- year = 2022,
- month = may,
- url = {https://www.merl.com/publications/TR2022-044}
- }
- Jung, M., Kojima, K., Koike-Akino, T., Wang, Y., Zhu, D., Brand, M.E., "Finding the Right Deep Neural Network Model for Efficient Design of Tunable Nanophotonic Devices", Conference on Lasers and Electro-Optics (CLEO), May 2022.
BibTeX TR2022-047 PDF Video Presentation- @inproceedings{Jung2022may,
- author = {Jung, Minwoo and Kojima, Keisuke and Koike-Akino, Toshiaki and Wang, Ye and Zhu, Dayu and Brand, Matthew E.},
- title = {Finding the Right Deep Neural Network Model for Efficient Design of Tunable Nanophotonic Devices},
- booktitle = {Conference on Lasers and Electro-Optics (CLEO)},
- year = 2022,
- month = may,
- url = {https://www.merl.com/publications/TR2022-047}
- }
- Koike-Akino, T., Kojima, K., Wang, Y., "AutoML Hyperparameter Tuning of Generative DNN Architecture for Nanophotonic Device Design", Conference on Lasers and Electro-Optics (CLEO), May 2022.
BibTeX TR2022-046 PDF Presentation- @inproceedings{Koike-Akino2022may3,
- author = {Koike-Akino, Toshiaki and Kojima, Keisuke and Wang, Ye},
- title = {AutoML Hyperparameter Tuning of Generative DNN Architecture for Nanophotonic Device Design},
- booktitle = {Conference on Lasers and Electro-Optics (CLEO)},
- year = 2022,
- month = may,
- url = {https://www.merl.com/publications/TR2022-046}
- }
- Ma, Y., Guo, J., Wang, Y., Chakrabarty, A., Ahn, H., Orlik, P.V., Guan, X., Lu, C., "Optimal Dynamic Transmission Scheduling for Wireless Networked Control Systems", IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, May 2022.
BibTeX TR2022-043 PDF- @article{Ma2022may,
- author = {Ma, Yehan and Guo, Jianlin and Wang, Yebin and Chakrabarty, Ankush and Ahn, Heejin and Orlik, Philip V. and Guan, Xinping and Lu, Chenyang},
- title = {Optimal Dynamic Transmission Scheduling for Wireless Networked Control Systems},
- journal = {IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY},
- year = 2022,
- month = may,
- url = {https://www.merl.com/publications/TR2022-043}
- }
- Yu, J., Pu, W., Koike-Akino, T., Orlik, P.V., "Multi-Modal Recurrent Fusion for Indoor Localization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP43922.2022.9746071, April 2022.
BibTeX TR2022-018 PDF- @inproceedings{Yu2022apr,
- author = {Yu, Jianyuan and Pu, Wang and Koike-Akino, Toshiaki and Orlik, Philip V.},
- title = {Multi-Modal Recurrent Fusion for Indoor Localization},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2022,
- month = apr,
- publisher = {IEEE},
- doi = {10.1109/ICASSP43922.2022.9746071},
- issn = {2379-190X},
- isbn = {978-1-6654-0540-9},
- url = {https://www.merl.com/publications/TR2022-018}
- }
- Nagai, Y., Guo, J., Sumi, T., Orlik, P.V., Rolfe, B.A., Mineno, H., "Sub-1 GHz Frequency Band Wireless Coexistence for the Internet of Things", IEEE Access, March 2022.
BibTeX TR2022-037 PDF- @article{Nagai2022mar,
- author = {Nagai, Yukimasa and Guo, Jianlin and Sumi, Takenori and Orlik, Philip V. and Rolfe, Benjamin A. and Mineno, Hiroshi},
- title = {Sub-1 GHz Frequency Band Wireless Coexistence for the Internet of Things},
- journal = {IEEE Access},
- year = 2022,
- month = mar,
- url = {https://www.merl.com/publications/TR2022-037}
- }
- Wen, M., Li, Q., Kim, K.J., L\'opez-P\'erez, D., Dobre, O.A., Poor, H.V., Popovski, P., Tsiftsis, T.A., "Private 5G Networks: Concepts, Architectures, and Research Landscape", IEEE Journal of Selected Topics in Signal Processing, March 2022.
BibTeX TR2022-036 PDF- @article{Wen2022mar,
- author = {Wen, Miaowen and Li, Qiang and Kim, Kyeong Jin and L\'opez-P\'erez, David and Dobre, Octavia A. and Poor, H. Vincent and Popovski, Petar and Tsiftsis, Theodoros A.},
- title = {Private 5G Networks: Concepts, Architectures, and Research Landscape},
- journal = {IEEE Journal of Selected Topics in Signal Processing},
- year = 2022,
- month = mar,
- url = {https://www.merl.com/publications/TR2022-036}
- }
- Sanz-Alcaine, J.M., Sanz-Gorrachategui, I., Pajovic, M., Orlik, P.V., "Online Voltage Prediction Using Gaussian Process Regression for Fault-Tolerant Photovoltaic Standalone Applications", Neural Computing and Applications, March 2022.
BibTeX TR2022-038 PDF- @article{Sanz-Alcaine2022mar,
- author = {Sanz-Alcaine, José Miguel and Sanz-Gorrachategui, Ivan and Pajovic, Milutin and Orlik, Philip V.},
- title = {Online Voltage Prediction Using Gaussian Process Regression for Fault-Tolerant Photovoltaic Standalone Applications},
- journal = {Neural Computing and Applications},
- year = 2022,
- month = mar,
- url = {https://www.merl.com/publications/TR2022-038}
- }
- Jin, S., Pu, W., Boufounos, P.T., Orlik, P.V., Roy, S., "Automotive Radar Interference Mitigation with Fast-Time-Frequency Mode Retrieval", IEEE Radar Conference (RadarCon), March 2022.
BibTeX TR2022-029 PDF- @inproceedings{Jin2022mar,
- author = {Jin, Sian and Pu, Wang and Boufounos, Petros T. and Orlik, Philip V. and Roy, Sumit},
- title = {Automotive Radar Interference Mitigation with Fast-Time-Frequency Mode Retrieval},
- booktitle = {IEEE Radar Conference (RadarCon)},
- year = 2022,
- month = mar,
- url = {https://www.merl.com/publications/TR2022-029}
- }
- Cao, W., Benosman, M., Zhang, X., Ma, R., "Domain Knowledge-Based Automated Analog Circuit Design with Deep Reinforcement Learning", AAAI Conference on Artificial Intelligence, February 2022.
BibTeX TR2022-017 PDF- @inproceedings{Cao2022feb,
- author = {Cao, Weidong and Benosman, Mouhacine and Zhang, Xuan and Ma, Rui},
- title = {Domain Knowledge-Based Automated Analog Circuit Design with Deep Reinforcement Learning},
- booktitle = {AAAI Conference on Artificial Intelligence},
- year = 2022,
- month = feb,
- url = {https://www.merl.com/publications/TR2022-017}
- }
- Kim, K.J., Yeoh, P.L., Liu, H., Guo, J., Orlik, P.V., Nagai, Y., Poor, H.V., "A Multi-Cluster-based Distributed CDD Scheme for Asynchronous Joint Transmissions in Local and Private Wireless Networks", IEEE Transactions on Wireless Communications, February 2022.
BibTeX TR2022-027 PDF- @article{Kim2022feb,
- author = {Kim, Kyeong Jin and Yeoh, Phee Lep and Liu, Hongwu and Guo, Jianlin and Orlik, Philip V. and Nagai, Yukimasa and Poor, H. Vincent},
- title = {A Multi-Cluster-based Distributed CDD Scheme for Asynchronous Joint Transmissions in Local and Private Wireless Networks},
- journal = {IEEE Transactions on Wireless Communications},
- year = 2022,
- month = feb,
- url = {https://www.merl.com/publications/TR2022-027}
- }
- Zhu, X., Yuan, L., Kim, K.J., Li, Q., Zhang, J., "Reconfigurable Intelligent Surface-Assisted Spatial Scattering Modulation", IEEE Communications Letters, January 2022.
BibTeX TR2022-008 PDF- @article{Zhu2022jan,
- author = {Zhu, Xusheng and Yuan, Lei and Kim, Kyeong Jin and Li, Qingqing and Zhang, Jiliang},
- title = {Reconfigurable Intelligent Surface-Assisted Spatial Scattering Modulation},
- journal = {IEEE Communications Letters},
- year = 2022,
- month = jan,
- url = {https://www.merl.com/publications/TR2022-008}
- }
- De Silva, U., Ma, R., Koike-Akino, T., Yamashita, A., Nakamizo, H., "A Modular 1D-CNN Architecture for Real-time Digital Pre-distortion", IEEE Radio and Wireless Symposium (RWS) 2022, January 2022.
BibTeX TR2022-007 PDF- @inproceedings{DeSilva2022jan,
- author = {De Silva, Udara and Ma, Rui and Koike-Akino, Toshiaki and Yamashita, Ao and Nakamizo, Hideyuki},
- title = {A Modular 1D-CNN Architecture for Real-time Digital Pre-distortion},
- booktitle = {IEEE Radio and Wireless Symposium (RWS) 2022},
- year = 2022,
- month = jan,
- issn = {2473-4640},
- isbn = {978-1-6654-3472-0},
- url = {https://www.merl.com/publications/TR2022-007}
- }
- Fujihashi, T., Koike-Akino, T., Watanabe, T., "Overhead Reduction for Graph-Based Point Cloud Delivery Using Non-Uniform Quantization", IEEE International Conference on Consumer Electronics (ICCE), DOI: 10.1109/ICCE53296.2022.9730509, January 2022.
BibTeX TR2022-005 PDF- @inproceedings{Fujihashi2022jan,
- author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi},
- title = {Overhead Reduction for Graph-Based Point Cloud Delivery Using Non-Uniform Quantization},
- booktitle = {IEEE International Conference on Consumer Electronics (ICCE)},
- year = 2022,
- month = jan,
- publisher = {IEEE},
- doi = {10.1109/ICCE53296.2022.9730509},
- issn = {2158-4001},
- isbn = {978-1-6654-4154-4},
- url = {https://www.merl.com/publications/TR2022-005}
- }
- 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}
- }
- 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 (Elsevier Book), 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 (Elsevier Book)},
- year = 2021,
- month = nov,
- 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) 2021, 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, 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, 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 = {IEEE Xplore},
- 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, DOI: 10.23919/ICEMS52562.2021.9634664, 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,
- 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}
- }
- Nagai, Yukimasa, Guo, Jianlin, Sumi, Takenori, Orlik, Philip V., Mineno, Hiroshi, "Sub-1 GHz Wireless Coexistence of IEEE 802.15.4g and IEEE 802.11ah Using Hybrid CSMA/CA", Tech. Rep. TR2021-116, Mitsubishi Electric Research Laboratories, Cambridge, MA, October 2021.
BibTeX TR2021-116 PDF- @techreport{MERL_TR2021-116,
- author = {Nagai, Yukimasa; Guo, Jianlin; Sumi, Takenori; Orlik, Philip V.; Mineno, Hiroshi},
- title = {Sub-1 GHz Wireless Coexistence of IEEE 802.15.4g and IEEE 802.11ah Using Hybrid CSMA/CA},
- institution = {MERL - Mitsubishi Electric Research Laboratories},
- address = {Cambridge, MA 02139},
- number = {TR2021-116},
- month = oct,
- year = 2021,
- url = {https://www.merl.com/publications/TR2021-116/}
- }