- 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}
- }
- 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, Perry 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}
- }