- Yerazunis, W.S., Weiss, A., Radyjowski, P., Cottrell, R., "On-Orbit Fabrication of Spacecraft Structures by Direct Solar Photopolymerization", Solid Freeform Fabrication Symposium, July 2022, pp. 1676-1686.
BibTeX TR2022-104 PDF- @inproceedings{Yerazunis2022jul,
- author = {Yerazunis, William S. and Weiss, Avishai and Radyjowski, Patryk and Cottrell, Richard},
- title = {{On-Orbit Fabrication of Spacecraft Structures by Direct Solar Photopolymerization}},
- booktitle = {Solid Freeform Fabrication Symposium},
- year = 2022,
- pages = {1676--1686},
- month = jul,
- url = {https://www.merl.com/publications/TR2022-104}
- }
- Xia, H., Wang, P., Koike-Akino, T., Wang, Y., Orlik, P.V., Ding, Z., "Adversarial Bi-Regressor Network for Domain Adaptive Regression", International Joint Conference on Artificial Intelligence (IJCAI), Lud De Raedt, Eds., DOI: 10.24963/ijcai.2022/501, July 2022, pp. 3608-3614.
BibTeX TR2022-103 PDF- @inproceedings{Xia2022jul,
- author = {Xia, Haifeng and Wang, Pu and Koike-Akino, Toshiaki and Wang, Ye and Orlik, Philip V. and Ding, Zhengming},
- title = {{Adversarial Bi-Regressor Network for Domain Adaptive Regression}},
- booktitle = {International Joint Conference on Artificial Intelligence (IJCAI)},
- year = 2022,
- editor = {Lud De Raedt},
- pages = {3608--3614},
- month = jul,
- publisher = {IJCAI},
- doi = {10.24963/ijcai.2022/501},
- url = {https://www.merl.com/publications/TR2022-103}
- }
- Kodama, T., Koike-Akino, T., Millar, D.S., Kojima, K., Parsons, K., "DNN-assisted phase distance tuned PSK modulation for PAM4-to-QPSK format conversion gateway node", Optics Express, DOI: 10.1364/OE.449812, Vol. 30, No. 7, pp. 10866-10876, June 2022.
BibTeX TR2022-091 PDF- @article{Kodama2022jun,
- author = {Kodama, Takahiro and Koike-Akino, Toshiaki and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
- title = {{DNN-assisted phase distance tuned PSK modulation for PAM4-to-QPSK format conversion gateway node}},
- journal = {Optics Express},
- year = 2022,
- volume = 30,
- number = 7,
- pages = {10866--10876},
- month = jun,
- doi = {10.1364/OE.449812},
- url = {https://www.merl.com/publications/TR2022-091}
- }
- Dzieciol, H., Koike-Akino, T., Wang, Y., Parsons, K., "Inverse Regular Perturbation with ML-Assisted Phasor Correction for Fiber Nonlinearity Compensation", Optics Letters, DOI: 10.1364/OL.460929, Vol. 47, No. 14, pp. 3471-3474, June 2022.
BibTeX TR2022-070 PDF- @article{Dzieciol2022jun,
- author = {Dzieciol, Hubert and Koike-Akino, Toshiaki and Wang, Ye and Parsons, Kieran},
- title = {{Inverse Regular Perturbation with ML-Assisted Phasor Correction for Fiber Nonlinearity Compensation}},
- journal = {Optics Letters},
- year = 2022,
- volume = 47,
- number = 14,
- pages = {3471--3474},
- month = jun,
- doi = {10.1364/OL.460929},
- url = {https://www.merl.com/publications/TR2022-070}
- }
- Jin, S., Wang, P., Boufounos, P.T., Orlik, P.V., Takahashi, R., Roy, S., "Spatial-Domain Mutual Interference Mitigation for Slow-Time MIMO-FMCW Automotive Radar", IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), DOI: 10.1109/SAM53842.2022.9827852, June 2022.
BibTeX TR2022-067 PDF- @inproceedings{Jin2022jun,
- author = {Jin, Sian and Wang, Pu and Boufounos, Petros T. and Orlik, Philip V. and Takahashi, Ryuhei and Roy, Sumit},
- title = {{Spatial-Domain Mutual Interference Mitigation for Slow-Time MIMO-FMCW Automotive Radar}},
- booktitle = {IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM)},
- year = 2022,
- month = jun,
- doi = {10.1109/SAM53842.2022.9827852},
- issn = {2151-870X},
- isbn = {978-1-6654-0633-8},
- url = {https://www.merl.com/publications/TR2022-067}
- }
- Koike-Akino, T., Wang, P., Wang, Y., "AutoQML: Automated Quantum Machine Learning for Wi-Fi Integrated Sensing and Communications", IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), DOI: 10.1109/SAM53842.2022.9827846, June 2022.
BibTeX TR2022-068 PDF Video Presentation- @inproceedings{Koike-Akino2022jun,
- author = {Koike-Akino, Toshiaki and Wang, Pu and Wang, Ye},
- title = {{AutoQML: Automated Quantum Machine Learning for Wi-Fi Integrated Sensing and Communications}},
- booktitle = {IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM)},
- year = 2022,
- month = jun,
- doi = {10.1109/SAM53842.2022.9827846},
- url = {https://www.merl.com/publications/TR2022-068}
- }
- Li, P., Wang, P., Berntorp, K., Liu, H., "Exploiting Temporal Relations on Radar Perception for Autonomous Driving", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2022.
BibTeX TR2022-069 PDF- @inproceedings{Li2022jun,
- author = {Li, Peizhao and Wang, Pu and Berntorp, Karl and Liu, Hongwu},
- title = {{Exploiting Temporal Relations on Radar Perception for Autonomous Driving}},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2022,
- month = jun,
- url = {https://www.merl.com/publications/TR2022-069}
- }
- Sun, Y., Benosman, M., Ma, R., "GaN Distributed RF Power Amplifier Automation Design with Deep Reinforcement Learning", International Conference on Artificial Intelligence Circuits and Systems (AICAS), June 2022.
BibTeX TR2022-074 PDF- @inproceedings{Sun2022jun,
- author = {Sun, Yuxiang and Benosman, Mouhacine and Ma, Rui},
- title = {{GaN Distributed RF Power Amplifier Automation Design with Deep Reinforcement Learning}},
- booktitle = {International Conference on Artificial Intelligence Circuits and Systems (AICAS)},
- year = 2022,
- month = jun,
- url = {https://www.merl.com/publications/TR2022-074}
- }
- Pervej, M.F., Guo, J., Kim, K.J., Parsons, K., Orlik, P.V., Di Cairano, S., Menner, M., Berntorp, K., Nagai, Y., Dai, H., "Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles", IEEE Intelligent Vehicles Symposium (IV), June 2022.
BibTeX TR2022-079 PDF- @inproceedings{Pervej2022jun,
- author = {Pervej, Md Ferdous and Guo, Jianlin and Kim, Kyeong Jin and Parsons, Kieran and Orlik, Philip V. and {Di Cairano}, Stefano and Menner, Marcel and Berntorp, Karl and Nagai, Yukimasa and Dai, Huaiyu},
- title = {{Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles}},
- booktitle = {IEEE Intelligent Vehicles Symposium (IV)},
- year = 2022,
- month = jun,
- url = {https://www.merl.com/publications/TR2022-079}
- }
- 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), DOI: 10.1109/ICC45855.2022.9838445, 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,
- publisher = {IEEE},
- doi = {10.1109/ICC45855.2022.9838445},
- issn = {1938-1883},
- isbn = {978-1-5386-8347-7},
- 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, pp. 651-656.
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,
- pages = {651--656},
- month = may,
- publisher = {IEEE},
- url = {https://www.merl.com/publications/TR2022-050}
- }
- Koike-Akino, T., Wang, P., Wang, Y., "Quantum Transfer Learning for Wi-Fi Sensing", IEEE International Conference on Communications (ICC), DOI: 10.1109/ICC45855.2022.9839011, May 2022.
BibTeX TR2022-044 PDF Video Presentation- @inproceedings{Koike-Akino2022may2,
- author = {Koike-Akino, Toshiaki and Wang, Pu and Wang, Ye},
- title = {{Quantum Transfer Learning for Wi-Fi Sensing}},
- booktitle = {IEEE International Conference on Communications (ICC)},
- year = 2022,
- month = may,
- doi = {10.1109/ICC45855.2022.9839011},
- issn = {1938-1883},
- isbn = {978-1-5386-8347-7},
- url = {https://www.merl.com/publications/TR2022-044}
- }
- 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, DOI: 10.1109/TCST.2022.3141581, 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,
- doi = {10.1109/TCST.2022.3141581},
- url = {https://www.merl.com/publications/TR2022-043}
- }
- Yu, J., Wang, P., 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 Wang, Pu 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, DOI: 10.1109/JSTSP.2021.3137669, Vol. 16, No. 1, pp. 7-25, 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,
- volume = 16,
- number = 1,
- pages = {7--25},
- month = mar,
- doi = {10.1109/JSTSP.2021.3137669},
- url = {https://www.merl.com/publications/TR2022-036}
- }
- 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), DOI: 10.1109/RadarConf2248738.2022.9764338, 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,
- doi = {10.1109/RadarConf2248738.2022.9764338},
- isbn = {978-1-7281-5368-1},
- url = {https://www.merl.com/publications/TR2022-029}
- }
- 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}
- }
- Kantana, C., Ma, R., Benosman, M., Komatsuzaki, Y., Yamanaka, K., "A Hybrid Heuristic Search Control Assisted Optimization of Dual-Input Doherty Power Amplifier", European Microwave Conference 2021, February 2022.
BibTeX TR2022-012 PDF- @inproceedings{Kantana2022feb,
- author = {Kantana, Chouaib and Ma, Rui and Benosman, Mouhacine and Komatsuzaki, Yuji and Yamanaka, Koji},
- title = {{A Hybrid Heuristic Search Control Assisted Optimization of Dual-Input Doherty Power Amplifier}},
- booktitle = {European Microwave Conference 2021},
- year = 2022,
- month = feb,
- url = {https://www.merl.com/publications/TR2022-012}
- }
- 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), 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)},
- 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}
- }
- 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}
- }
- 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}
- }