Publications

711 / 3,925 publications found.


  •  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}
    • }
  •  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}
    • }
  •  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}
    • }
  •  Kalabic, U., Weiss, A., Chiu, M., "Orbit Verification of Small Sat Constellations", IEEE International Conference on Blockchain and Cryptocurrency (ICBC), DOI: 10.1109/​ICBC51069.2021.9461065, May 2021.
    BibTeX TR2021-040 PDF
    • @inproceedings{Kalabic2021may,
    • author = {Kalabic, Uros and Weiss, Avishai and Chiu, Michael},
    • title = {{Orbit Verification of Small Sat Constellations}},
    • booktitle = {IEEE International Conference on Blockchain and Cryptocurrency (ICBC)},
    • year = 2021,
    • month = may,
    • doi = {10.1109/ICBC51069.2021.9461065},
    • url = {https://www.merl.com/publications/TR2021-040}
    • }
  •  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}
    • }
  •  Kalabic, U., Weiss, A., Chiu, M., "Distributed Small Sat Location Verification", Integrated Communications Navigation and Surveillance (ICNS) Conference, DOI: 10.1109/​ICNS52807.2021.9441603, April 2021.
    BibTeX TR2021-033 PDF
    • @inproceedings{Kalabic2021apr,
    • author = {Kalabic, Uros and Weiss, Avishai and Chiu, Michael},
    • title = {{Distributed Small Sat Location Verification}},
    • booktitle = {Integrated Communications Navigation and Surveillance (ICNS) Conference},
    • year = 2021,
    • month = apr,
    • doi = {10.1109/ICNS52807.2021.9441603},
    • url = {https://www.merl.com/publications/TR2021-033}
    • }
  •  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}
    • }
  •  Wen, M., Lin, S., Kim, K.J., Li, F., "Cyclic Delay Diversity with Index Modulation for Green Internet of Things", IEEE Transactions on Green Communications and Networking, DOI: 10.1109/​TGCN.2021.3067705, Vol. 5, No. 2, pp. 600-610, March 2021.
    BibTeX TR2021-077 PDF
    • @article{Wen2021mar,
    • author = {Wen, Maiwen and Lin, Shaoe and Kim, Kyeong Jin and Li, Fei},
    • title = {{Cyclic Delay Diversity with Index Modulation for Green Internet of Things}},
    • journal = {IEEE Transactions on Green Communications and Networking},
    • year = 2021,
    • volume = 5,
    • number = 2,
    • pages = {600--610},
    • month = mar,
    • doi = {10.1109/TGCN.2021.3067705},
    • url = {https://www.merl.com/publications/TR2021-077}
    • }
  •  Skvortcov, P., Phillips, I., Forysiak, W., Koike-Akino, T., Kojima, K., Parsons, K., Millar, D.S., "Huffman-Coded Sphere Shaping for Extended-Reach Single-Span Links", IEEE Journal of Selected Topics in Quantum Electronics, DOI: 10.1109/​JSTQE.2021.3055476, Vol. 27, No. 3, February 2021.
    BibTeX TR2021-007 PDF
    • @article{Skvortcov2021feb,
    • author = {Skvortcov, Pavel and Phillips, Ian and Forysiak, Wladek and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran and Millar, David S.},
    • title = {{Huffman-Coded Sphere Shaping for Extended-Reach Single-Span Links}},
    • journal = {IEEE Journal of Selected Topics in Quantum Electronics},
    • year = 2021,
    • volume = 27,
    • number = 3,
    • month = feb,
    • doi = {10.1109/JSTQE.2021.3055476},
    • issn = {1558-4542},
    • url = {https://www.merl.com/publications/TR2021-007}
    • }
  •  Kojima, K., TaherSima, M., Koike-Akino, T., Jha, D.K., Tang, Y., Wang, Y., Parsons, K., "Deep Neural Networks for Inverse Design of Nanophotonic Devices", IEEE Journal of Lightwave Technology, DOI: 10.1109/​JLT.2021.3050083, January 2021.
    BibTeX TR2021-001 PDF
    • @article{Kojima2021jan,
    • author = {Kojima, Keisuke and TaherSima, Mohammad and Koike-Akino, Toshiaki and Jha, Devesh K. and Tang, Yingheng and Wang, Ye and Parsons, Kieran},
    • title = {{Deep Neural Networks for Inverse Design of Nanophotonic Devices}},
    • journal = {IEEE Journal of Lightwave Technology},
    • year = 2021,
    • month = jan,
    • doi = {10.1109/JLT.2021.3050083},
    • issn = {1558-2213},
    • url = {https://www.merl.com/publications/TR2021-001}
    • }
  •  Kim, K.J., Liu, H., Lei, H., Ding, Z., Orlik, P.V., Poor, H.V., "A dCDD-Based Transmit Diversity Scheme for Downlink Pseudo-NOMA Systems", IEEE Transactions on Wireless Communications, DOI: 10.1109/​TWC.2020.3031809, Vol. 20, No. 2, pp. 1217-1232, December 2020.
    BibTeX TR2020-176 PDF
    • @article{Kim2020dec2,
    • author = {Kim, Kyeong Jin and Liu, Hongwu and Lei, Hongjiang and Ding, Zhiguo and Orlik, Philip V. and Poor, H. Vincent},
    • title = {{A dCDD-Based Transmit Diversity Scheme for Downlink Pseudo-NOMA Systems}},
    • journal = {IEEE Transactions on Wireless Communications},
    • year = 2020,
    • volume = 20,
    • number = 2,
    • pages = {1217--1232},
    • month = dec,
    • doi = {10.1109/TWC.2020.3031809},
    • url = {https://www.merl.com/publications/TR2020-176}
    • }
  •  Matsumine, T., Koike-Akino, T., Wang, Y., "Polar Coding with Chemical Reaction Networks for Molecular Communications", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/​GLOBECOM42002.2020.9321980, December 2020.
    BibTeX TR2020-160 PDF Video
    • @inproceedings{Matsumine2020dec,
    • author = {Matsumine, Toshiki and Koike-Akino, Toshiaki and Wang, Ye},
    • title = {{Polar Coding with Chemical Reaction Networks for Molecular Communications}},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2020,
    • month = dec,
    • publisher = {IEEE},
    • doi = {10.1109/GLOBECOM42002.2020.9321980},
    • issn = {2576-6813},
    • isbn = {978-1-7281-8298-8},
    • url = {https://www.merl.com/publications/TR2020-160}
    • }
  •  Kim, K.J., Liu, H., Yeoh, P.L., Orlik, P.V., Poor, H.V., "Backhaul Reliability Analysis on Cluster-Based Transmit Diversity Schemes in Private Networks", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/​GLOBECOM42002.2020.9322178, December 2020.
    BibTeX TR2020-170 PDF
    • @inproceedings{Kim2020dec,
    • author = {Kim, Kyeong Jin and Liu, Hongwu and Yeoh, Phee Lep and Orlik, Philip V. and Poor, H. Vincent},
    • title = {{Backhaul Reliability Analysis on Cluster-Based Transmit Diversity Schemes in Private Networks}},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2020,
    • month = dec,
    • doi = {10.1109/GLOBECOM42002.2020.9322178},
    • url = {https://www.merl.com/publications/TR2020-170}
    • }
  •  Wang, P., Koike-Akino, T., Orlik, P.V., "Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi: NLOS Propagation", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/​GLOBECOM42002.2020.9348144, December 2020.
    BibTeX TR2020-159 PDF
    • @inproceedings{Wang2020dec,
    • author = {Wang, Pu and Koike-Akino, Toshiaki and Orlik, Philip V.},
    • title = {{Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi: NLOS Propagation}},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2020,
    • month = dec,
    • publisher = {IEEE},
    • doi = {10.1109/GLOBECOM42002.2020.9348144},
    • issn = {2576-6813},
    • isbn = {978-1-7281-8298-8},
    • url = {https://www.merl.com/publications/TR2020-159}
    • }
  •  Yu, J., Wang, P., Koike-Akino, T., Wang, Y., Orlik, P.V., "Human Pose and Seat Occupancy Classification with Commercial MMWave WiFi", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/​GCWkshps50303.2020.9367535, December 2020.
    BibTeX TR2020-158 PDF
    • @inproceedings{Yu2020dec,
    • author = {Yu, Jianyuan and Wang, Pu and Koike-Akino, Toshiaki and Wang, Ye and Orlik, Philip V.},
    • title = {{Human Pose and Seat Occupancy Classification with Commercial MMWave WiFi}},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2020,
    • month = dec,
    • publisher = {IEEE},
    • doi = {10.1109/GCWkshps50303.2020.9367535},
    • isbn = {978-1-7281-7307-8},
    • url = {https://www.merl.com/publications/TR2020-158}
    • }
  •  Teo, K.H., Chowdhury, N., Zhang, Y., Palacios, T., Yamanaka, K., Yamaguchi, Y., "Recent Development in 2D and 3D GaN devices for RF and Power Electronics Applications", IEEE International Symposium on Radio-Frequency Integration Technology (RFIT), DOI: 10.1109/​RFIT49453.2020.9226187, November 2020.
    BibTeX TR2020-162 PDF
    • @inproceedings{Teo2020nov,
    • author = {Teo, Koon Hoo and Chowdhury, Nadim and Zhang, Yuhao and Palacios, Tomas and Yamanaka, Koji and Yamaguchi, Yutaro},
    • title = {{Recent Development in 2D and 3D GaN devices for RF and Power Electronics Applications}},
    • booktitle = {IEEE International Symposium on Radio-Frequency Integration Technology (RFIT)},
    • year = 2020,
    • month = nov,
    • doi = {10.1109/RFIT49453.2020.9226187},
    • url = {https://www.merl.com/publications/TR2020-162}
    • }
  •  Talreja, V., Koike-Akino, T., Wang, Y., Millar, D.S., Kojima, K., Parsons, K., "End-to-End Deep Learning for Phase Noise-Robust Multi-Dimensional Geometric Shaping", European Conference on Optical Communication (ECOC), DOI: 10.1109/​ECOC48923.2020.9333382, November 2020.
    BibTeX TR2020-155 PDF Video
    • @inproceedings{Talreja2020nov,
    • author = {Talreja, Veeru and Koike-Akino, Toshiaki and Wang, Ye and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
    • title = {{End-to-End Deep Learning for Phase Noise-Robust Multi-Dimensional Geometric Shaping}},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2020,
    • month = nov,
    • publisher = {IEEE},
    • doi = {10.1109/ECOC48923.2020.9333382},
    • isbn = {978-1-7281-7361-0},
    • url = {https://www.merl.com/publications/TR2020-155}
    • }
  •  Wang, P., Koike-Akino, T., Orlik, P.V., Sertel, K., Yamashita, G., Tsujita, W., Tsutada, H., "Terahertz QR Positioning: Experimental Results", International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz), DOI: 10.1109/​IRMMW-THz46771.2020.9370971, November 2020.
    BibTeX TR2020-146 PDF
    • @inproceedings{Wang2020nov,
    • author = {Wang, Pu and Koike-Akino, Toshiaki and Orlik, Philip V. and Sertel, Kubilay and Yamashita, Genki and Tsujita, Wataru and Tsutada, Hiroyuki},
    • title = {{Terahertz QR Positioning: Experimental Results}},
    • booktitle = {International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)},
    • year = 2020,
    • month = nov,
    • publisher = {IEEE},
    • doi = {10.1109/IRMMW-THz46771.2020.9370971},
    • issn = {2162-2035},
    • isbn = {978-1-7281-6620-9},
    • url = {https://www.merl.com/publications/TR2020-146}
    • }
  •  Liu, D., Sugawara, R., Orlik, P.V., "EMI reduction in PWM inverters using adaptive frequency modulation carriers", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.23919/​ICEMS50442.2020.9291046, November 2020.
    BibTeX TR2020-150 PDF Video
    • @inproceedings{Liu2020nov,
    • author = {Liu, Dehong and Sugawara, Retsu and Orlik, Philip V.},
    • title = {{EMI reduction in PWM inverters using adaptive frequency modulation carriers}},
    • booktitle = {23rd International Conference on Electrical Machines and Systems (ICEMS)},
    • year = 2020,
    • month = nov,
    • publisher = {IEEE},
    • doi = {10.23919/ICEMS50442.2020.9291046},
    • issn = {2642-5513},
    • url = {https://www.merl.com/publications/TR2020-150}
    • }
  •  Tang, Y., Kojima, K., Koike-Akino, T., Wang, Y., Wu, P., TaherSima, M., Jha, D.K., Parsons, K., Qi, M., "Generative Deep Learning Model for Inverse Design of Integrated Nanophotonic Devices", Lasers and Photonics Reviews, DOI: 10.1002/​lpor.202000287, Vol. 2020, pp. 2000287, October 2020.
    BibTeX TR2020-135 PDF
    • @article{Tang2020oct,
    • author = {Tang, Yingheng and Kojima, Keisuke and Koike-Akino, Toshiaki and Wang, Ye and Wu, Pengxiang and TaherSima, Mohammad and Jha, Devesh K. and Parsons, Kieran and Qi, Minghao},
    • title = {{Generative Deep Learning Model for Inverse Design of Integrated Nanophotonic Devices}},
    • journal = {Lasers and Photonics Reviews},
    • year = 2020,
    • volume = 2020,
    • pages = 2000287,
    • month = oct,
    • doi = {10.1002/lpor.202000287},
    • url = {https://www.merl.com/publications/TR2020-135}
    • }
  •  Nagai, Y., Sumi, T., Guo, J., Orlik, P.V., Mineno, H., "Hybrid CSMA/CA for Sub-1 GHz Frequency Band Coexistence of IEEE 802.11ah and IEEE 802.15.4g", Consumer Device System 28th Research Presentation, September 2020.
    BibTeX TR2020-133 PDF
    • @inproceedings{Nagai2020sep,
    • author = {Nagai, Yukimasa and Sumi, Takenori and Guo, Jianlin and Orlik, Philip V. and Mineno, Hiroshi},
    • title = {{Hybrid CSMA/CA for Sub-1 GHz Frequency Band Coexistence of IEEE 802.11ah and IEEE 802.15.4g}},
    • booktitle = {Consumer Device System 28th Research Presentation},
    • year = 2020,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2020-133}
    • }