- Sun, H., Wang, P., Pajovic, M., Koike-Akino, T., Orlik, P.V., Taira, A., Nakagawa, K., "Fingerprinting-Based Outdoor Localization with 28-GHz Channel Measurement: A Field Study", IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), DOI: 10.1109/SPAWC48557.2020.9154212, May 2020.
BibTeX TR2020-056 PDF- @inproceedings{Sun2020may,
- author = {Sun, Haijian and Wang, Pu and Pajovic, Milutin and Koike-Akino, Toshiaki and Orlik, Philip V. and Taira, Akinori and Nakagawa, Kenji},
- title = {Fingerprinting-Based Outdoor Localization with 28-GHz Channel Measurement: A Field Study},
- booktitle = {IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)},
- year = 2020,
- month = may,
- publisher = {IEEE},
- doi = {10.1109/SPAWC48557.2020.9154212},
- issn = {1948-3252},
- isbn = {978-1-7281-5478-7},
- url = {https://www.merl.com/publications/TR2020-056}
- }
- Koike-Akino, T., Wang, Y., "Stochastic Bottleneck: Rateless Auto-Encoder for Flexible Dimensionality Reduction", arXiv, May 2020.
BibTeX arXiv- @article{Koike-Akino2020may,
- author = {Koike-Akino, Toshiaki and Wang, Ye},
- title = {Stochastic Bottleneck: Rateless Auto-Encoder for Flexible Dimensionality Reduction},
- journal = {arXiv},
- year = 2020,
- month = may,
- url = {https://arxiv.org/abs/2005.02870v1}
- }
- Fujihashi, T., Koike-Akino, T., Watanabe, T., Orlik, P.V., "High-Quality Soft Image Delivery with Deep Image Denoising", IEEE International Conference on Communications (ICC), DOI: 10.1109/ICC40277.2020.9148611, May 2020.
BibTeX TR2020-060 PDF Video- @inproceedings{Fujihashi2020may,
- author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi and Orlik, Philip V.},
- title = {High-Quality Soft Image Delivery with Deep Image Denoising},
- booktitle = {IEEE International Conference on Communications (ICC)},
- year = 2020,
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICC40277.2020.9148611},
- issn = {1938-1883},
- isbn = {978-1-7281-5089-5},
- url = {https://www.merl.com/publications/TR2020-060}
- }
- Koike-Akino, T., Wang, P., Pajovic, M., Sun, H., Orlik, P.V., "Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi: A Deep Learning Approach", IEEE Access, DOI: 10.1109/ACCESS.2020.2991129, April 2020.
BibTeX TR2020-054 PDF- @article{Koike-Akino2020apr,
- author = {Koike-Akino, Toshiaki and Wang, Pu and Pajovic, Milutin and Sun, Haijian and Orlik, Philip V.},
- title = {Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi: A Deep Learning Approach},
- journal = {IEEE Access},
- year = 2020,
- month = apr,
- doi = {10.1109/ACCESS.2020.2991129},
- issn = {2169-3536},
- url = {https://www.merl.com/publications/TR2020-054}
- }
- Fehenberger, T., Millar, D.S., Koike-Akino, T., Kojima, K., Parsons, K., Griesser, H., "Huffman-coded Sphere Shaping and Distribution Matching Algorithms via Lookup Tables", IEEE Journal of Lightwave Technology, DOI: 10.1109/JLT.2020.2987210, Vol. 38, No. 10, pp. 2825-2833, April 2020.
BibTeX TR2020-051 PDF- @article{Fehenberger2020apr2,
- author = {Fehenberger, Tobias and Millar, David S. and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran and Griesser, Helmut},
- title = {Huffman-coded Sphere Shaping and Distribution Matching Algorithms via Lookup Tables},
- journal = {IEEE Journal of Lightwave Technology},
- year = 2020,
- volume = 38,
- number = 10,
- pages = {2825--2833},
- month = apr,
- doi = {10.1109/JLT.2020.2987210},
- issn = {1558-2213},
- url = {https://www.merl.com/publications/TR2020-051}
- }
- Fujihashi, T., Koike-Akino, T., Orlik, P.V., Watanabe, T., "High-Throughput Visual MIMO Systems for Screen-Camera Communications", IEEE Transactions on Mobile Computing, April 2020.
BibTeX TR2020-048 PDF- @article{Fujihashi2020apr,
- author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Orlik, Philip V. and Watanabe, Takashi},
- title = {High-Throughput Visual MIMO Systems for Screen-Camera Communications},
- journal = {IEEE Transactions on Mobile Computing},
- year = 2020,
- month = apr,
- url = {https://www.merl.com/publications/TR2020-048}
- }
- Ozdenizci, O., Wang, Y., Koike-Akino, T., Erdogmus, D., "Learning Invariant Representations from EEG via Adversarial Inference", IEEE Access, DOI: 10.1109/ACCESS.2020.2971600, Vol. 8, pp. 27074-27085, April 2020.
BibTeX TR2020-049 PDF- @article{Ozdenizci2020apr,
- author = {Ozdenizci, Ozan and Wang, Ye and Koike-Akino, Toshiaki and Erdogmus, Deniz},
- title = {Learning Invariant Representations from EEG via Adversarial Inference},
- journal = {IEEE Access},
- year = 2020,
- volume = 8,
- pages = {27074--27085},
- month = apr,
- doi = {10.1109/ACCESS.2020.2971600},
- issn = {2169-3536},
- url = {https://www.merl.com/publications/TR2020-049}
- }
- Fehenberger, T., Millar, D.S., Koike-Akino, T., Kojima, K., Parsons, K., "Parallel-Amplitude Architecture and Subset Ranking for Fast Distribution Matching", IEEE Transactions on Communications, DOI: 10.1109/TCOMM.2020.2966693, Vol. 68, No. 4, pp. 1981-1990, April 2020.
BibTeX TR2020-050 PDF- @article{Fehenberger2020apr,
- author = {Fehenberger, Tobias and Millar, David S. and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran},
- title = {Parallel-Amplitude Architecture and Subset Ranking for Fast Distribution Matching},
- journal = {IEEE Transactions on Communications},
- year = 2020,
- volume = 68,
- number = 4,
- pages = {1981--1990},
- month = apr,
- doi = {10.1109/TCOMM.2020.2966693},
- issn = {1558-0857},
- url = {https://www.merl.com/publications/TR2020-050}
- }
- Xia, Y., Wang, P., Berntorp, K., Koike-Akino, T., Mansour, H., Pajovic, M., Boufounos, P.T., Orlik, P.V., "Extended Object Tracking Using Hierarchical Truncation Measurement Model with Automotive Radar", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP40776.2020.9054614, April 2020, pp. 4900-4904.
BibTeX TR2020-044 PDF Video- @inproceedings{Xia2020apr,
- author = {Xia, Yuxuan and Wang, Pu and Berntorp, Karl and Koike-Akino, Toshiaki and Mansour, Hassan and Pajovic, Milutin and Boufounos, Petros T. and Orlik, Philip V.},
- title = {Extended Object Tracking Using Hierarchical Truncation Measurement Model with Automotive Radar},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2020,
- pages = {4900--4904},
- month = apr,
- publisher = {IEEE},
- doi = {10.1109/ICASSP40776.2020.9054614},
- issn = {2379-190X},
- isbn = {978-1-5090-6631-5},
- url = {https://www.merl.com/publications/TR2020-044}
- }
- Koike-Akino, T., Wang, Y., Millar, D.S., Kojima, K., Parsons, K., "Neural Turbo Equalization: Deep Learning for Fiber-Optic Nonlinearity Compensation", Journal of Lightwave Technology, DOI: 10.1109/JLT.2020.2976479, March 2020.
BibTeX TR2020-033 PDF- @article{Koike-Akino2020mar3,
- author = {Koike-Akino, Toshiaki and Wang, Ye and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
- title = {Neural Turbo Equalization: Deep Learning for Fiber-Optic Nonlinearity Compensation},
- journal = {Journal of Lightwave Technology},
- year = 2020,
- month = mar,
- doi = {10.1109/JLT.2020.2976479},
- url = {https://www.merl.com/publications/TR2020-033}
- }
- Koike-Akino, T., Matsumine, T., Wang, Y., Millar, D.S., Kojima, K., Parsons, K., "Variational Quantum Demodulation for Coherent Optical Multi-Dimensional QAM", Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), DOI: 10.1364/OFC.2020.T3D.6, March 2020, pp. T3D.6.
BibTeX TR2020-028 PDF Video Presentation- @inproceedings{Koike-Akino2020mar2,
- author = {Koike-Akino, Toshiaki and Matsumine, Toshiki and Wang, Ye and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
- title = {Variational Quantum Demodulation for Coherent Optical Multi-Dimensional QAM},
- booktitle = {Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC)},
- year = 2020,
- pages = {T3D.6},
- month = mar,
- publisher = {OSA},
- doi = {10.1364/OFC.2020.T3D.6},
- isbn = {978-1-943580-71-2},
- url = {https://www.merl.com/publications/TR2020-028}
- }
- Koike-Akino, T., Millar, D.S., Kojima, K., Parsons, K., "Stochastic EXIT Design for Low-Latency Short-Block LDPC Codes", Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), DOI: 10.1364/OFC.2020.W2A.54, March 2020, pp. W2A.54.
BibTeX TR2020-027 PDF- @inproceedings{Koike-Akino2020mar,
- author = {Koike-Akino, Toshiaki and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
- title = {Stochastic EXIT Design for Low-Latency Short-Block LDPC Codes},
- booktitle = {Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC)},
- year = 2020,
- pages = {W2A.54},
- month = mar,
- publisher = {OSA},
- doi = {10.1364/OFC.2020.W2A.54},
- isbn = {978-1-943580-71-2},
- url = {https://www.merl.com/publications/TR2020-027}
- }
- Kojima, K., TaherSima, M., Koike-Akino, T., Jha, D.K., Tang, Y., Parsons, K., Sang, F., Klamkin, J., "Deep Neural Networks for Designing Integrated Photonics", Optical Fiber Communication Conference and Exposition (OFC), DOI: 10.1364/OFC.2020.Th1A.6, March 2020.
BibTeX TR2020-057 PDF- @inproceedings{Kojima2020mar,
- author = {Kojima, Keisuke and TaherSima, Mohammad and Koike-Akino, Toshiaki and Jha, Devesh K. and Tang, Yingheng and Parsons, Kieran and Sang, Fengqiao and Klamkin, Jonathan},
- title = {Deep Neural Networks for Designing Integrated Photonics},
- booktitle = {Optical Fiber Communication Conference and Exposition (OFC)},
- year = 2020,
- month = mar,
- publisher = {OSA},
- doi = {10.1364/OFC.2020.Th1A.6},
- isbn = {978-1-943580-71-2},
- url = {https://www.merl.com/publications/TR2020-057}
- }
- 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 a Multi-level NanoOptic Broadband Power Splitter", Optical Fiber Communication Conference and Exposition (OFC), DOI: 10.1364/OFC.2020.Th1A.1, March 2020, pp. Th1A.1.
BibTeX TR2020-025 PDF- @inproceedings{Tang2020mar,
- 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 a Multi-level NanoOptic Broadband Power Splitter},
- booktitle = {Optical Fiber Communication Conference and Exposition (OFC)},
- year = 2020,
- pages = {Th1A.1},
- month = mar,
- publisher = {OSA},
- doi = {10.1364/OFC.2020.Th1A.1},
- isbn = {978-1-943580-71-2},
- url = {https://www.merl.com/publications/TR2020-025}
- }
- Fehenberger, T., Millar, D.S., Koike-Akino, T., Kojima, K., Parsons, K., Griesser, H., "Analysis of Nonlinear Fiber Interactions for Finite-Length Constant-Composition Sequences", IEEE Journal of Lightwave Technology, DOI: 10.1109/JLT.2019.2937926, Vol. 38, No. 2, pp. 457-465, February 2020.
BibTeX TR2020-021 PDF- @article{Fehenberger2020feb,
- author = {Fehenberger, Tobias and Millar, David S. and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran and Griesser, Helmut},
- title = {Analysis of Nonlinear Fiber Interactions for Finite-Length Constant-Composition Sequences},
- journal = {IEEE Journal of Lightwave Technology},
- year = 2020,
- volume = 38,
- number = 2,
- pages = {457--465},
- month = feb,
- doi = {10.1109/JLT.2019.2937926},
- issn = {0733-8724},
- url = {https://www.merl.com/publications/TR2020-021}
- }
- Tang, Y., Kojima, K., Gotoda, M., Nishikawa, S., Hayashi, S., Koike-Akino, T., Parsons, K., Meissner, T., Song, B., Sang, F., Yi, X., Klamkin, J., "InP Grating Coupler Design for Vertical Coupling of InP and Silicon Chips", SPIE Photonics West, DOI: 10.1117/12.2545082, February 2020.
BibTeX TR2020-024 PDF Presentation- @inproceedings{Tang2020feb,
- author = {Tang, Yingheng and Kojima, Keisuke and Gotoda, Mitsunobu and Nishikawa, Satoshi and Hayashi, Shusaku and Koike-Akino, Toshiaki and Parsons, Kieran and Meissner, Thomas and Song, Bowen and Sang, Fengqiao and Yi, Xiongsheng and Klamkin, Jonathan},
- title = {InP Grating Coupler Design for Vertical Coupling of InP and Silicon Chips},
- booktitle = {SPIE Photonics West},
- year = 2020,
- month = feb,
- publisher = {SPIE},
- doi = {10.1117/12.2545082},
- url = {https://www.merl.com/publications/TR2020-024}
- }
- Fujihashi, T., Koike-Akino, T., Watanabe, T., Orlik, P.V., "DNN-based Simultaneous Screen-to-Camera and Screen-to-Eye Communications", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOBECOM38437.2019.9013967, December 2019.
BibTeX TR2019-132 PDF- @inproceedings{Fujihashi2019dec,
- author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi and Orlik, Philip V.},
- title = {DNN-based Simultaneous Screen-to-Camera and Screen-to-Eye Communications},
- booktitle = {IEEE Global Communications Conference (GLOBECOM)},
- year = 2019,
- month = dec,
- publisher = {IEEE},
- doi = {10.1109/GLOBECOM38437.2019.9013967},
- issn = {2576-6813},
- isbn = {978-1-7281-0962-6},
- url = {https://www.merl.com/publications/TR2019-132}
- }
- Fujihashi, T., Koike-Akino, T., Watanabe, T., Orlik, P.V., "DNN-based Overhead Reduction for High-Quality Soft Delivery", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOBECOM38437.2019.9014124, December 2019.
BibTeX TR2019-133 PDF- @inproceedings{Fujihashi2019dec2,
- author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi and Orlik, Philip V.},
- title = {DNN-based Overhead Reduction for High-Quality Soft Delivery},
- booktitle = {IEEE Global Communications Conference (GLOBECOM)},
- year = 2019,
- month = dec,
- publisher = {IEEE},
- doi = {10.1109/GLOBECOM38437.2019.9014124},
- issn = {2576-6813},
- isbn = {978-1-7281-0962-6},
- url = {https://www.merl.com/publications/TR2019-133}
- }
- Jespersen, M.H., Pajovic, M., Koike-Akino, T., Wang, Y., Popovski, P., Orlik, P.V., "Deep Learning for Synchronization and Channel Estimation in NB-IoT Random Access Channel", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOBECOM38437.2019.9013510, December 2019.
BibTeX TR2019-140 PDF- @inproceedings{Jespersen2019dec,
- author = {Jespersen, Mads Helge and Pajovic, Milutin and Koike-Akino, Toshiaki and Wang, Ye and Popovski, Petar and Orlik, Philip V.},
- title = {Deep Learning for Synchronization and Channel Estimation in NB-IoT Random Access Channel},
- booktitle = {IEEE Global Communications Conference (GLOBECOM)},
- year = 2019,
- month = dec,
- publisher = {IEEE},
- doi = {10.1109/GLOBECOM38437.2019.9013510},
- issn = {2576-6813},
- isbn = {978-1-7281-0962-6},
- url = {https://www.merl.com/publications/TR2019-140}
- }
- Pajovic, M., Wang, P., Koike-Akino, T., Sun, H., Orlik, P.V., "Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi - Part I: RSS and Beam Indices", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOBECOM38437.2019.9013466, December 2019.
BibTeX TR2019-141 PDF- @inproceedings{Pajovic2019dec,
- author = {Pajovic, Milutin and Wang, Pu and Koike-Akino, Toshiaki and Sun, Haijian and Orlik, Philip V.},
- title = {Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi - Part I: RSS and Beam Indices},
- booktitle = {IEEE Global Communications Conference (GLOBECOM)},
- year = 2019,
- month = dec,
- publisher = {IEEE},
- doi = {10.1109/GLOBECOM38437.2019.9013466},
- issn = {2576-6813},
- isbn = {978-1-7281-0962-6},
- url = {https://www.merl.com/publications/TR2019-141}
- }
- Wang, P., Koike-Akino, T., Orlik, P.V., Pajovic, M., Kim, K.J., "Variational Bayesian Symbol Detection for Massive MIMO Systems with Symbol-Dependent Transmit Impairments", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOBECOM38437.2019.9013363, December 2019.
BibTeX TR2019-139 PDF- @inproceedings{Wang2019dec,
- author = {Wang, Pu and Koike-Akino, Toshiaki and Orlik, Philip V. and Pajovic, Milutin and Kim, Kyeong Jin},
- title = {Variational Bayesian Symbol Detection for Massive MIMO Systems with Symbol-Dependent Transmit Impairments},
- booktitle = {IEEE Global Communications Conference (GLOBECOM)},
- year = 2019,
- month = dec,
- publisher = {IEEE},
- doi = {10.1109/GLOBECOM38437.2019.9013363},
- issn = {2576-6813},
- isbn = {978-1-7281-0962-6},
- url = {https://www.merl.com/publications/TR2019-139}
- }
- Wang, P., Pajovic, M., Koike-Akino, T., Sun, H., Orlik, P.V., "Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi - Part II: Spatial Beam SNRs", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOBECOM38437.2019.9014103, December 2019.
BibTeX TR2019-138 PDF- @inproceedings{Wang2019dec2,
- author = {Wang, Pu and Pajovic, Milutin and Koike-Akino, Toshiaki and Sun, Haijian and Orlik, Philip V.},
- title = {Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi - Part II: Spatial Beam SNRs},
- booktitle = {IEEE Global Communications Conference (GLOBECOM)},
- year = 2019,
- month = dec,
- publisher = {IEEE},
- doi = {10.1109/GLOBECOM38437.2019.9014103},
- issn = {2576-6813},
- isbn = {978-1-7281-0962-6},
- url = {https://www.merl.com/publications/TR2019-138}
- }
- Fehenberger, T., Millar, D.S., Koike-Akino, T., Kojima, K., Parsons, K., "Mapping Strategies for Short-Length Probabilistic Shaping", European Conference on Optical Communication (ECOC), DOI: 10.1049/cp.2019.0785, September 2019.
BibTeX TR2019-106 PDF- @inproceedings{Fehenberger2019sep,
- author = {Fehenberger, Tobias and Millar, David S. and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran},
- title = {Mapping Strategies for Short-Length Probabilistic Shaping},
- booktitle = {European Conference on Optical Communication (ECOC)},
- year = 2019,
- month = sep,
- publisher = {IET},
- doi = {10.1049/cp.2019.0785},
- isbn = {978-1-83953-185-9},
- url = {https://www.merl.com/publications/TR2019-106}
- }
- Koike-Akino, T., Wang, Y., Millar, D.S., Kojima, K., Parsons, K., "Neural Turbo Equalization to Mitigate Fiber Nonlinearity", European Conference on Optical Communication (ECOC), DOI: 10.1049/cp.2019.0803, September 2019.
BibTeX TR2019-088 PDF Presentation- @inproceedings{Koike-Akino2019sep,
- author = {Koike-Akino, Toshiaki and Wang, Ye and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
- title = {Neural Turbo Equalization to Mitigate Fiber Nonlinearity},
- booktitle = {European Conference on Optical Communication (ECOC)},
- year = 2019,
- month = sep,
- publisher = {IET},
- doi = {10.1049/cp.2019.0803},
- isbn = {978-1-83953-185-9},
- url = {https://www.merl.com/publications/TR2019-088}
- }
- Millar, D.S., Fehenberger, T., Yoshida, T., Suzuki, N., Koike-Akino, T., Kojima, K., Parsons, K., "Huffman Coded Sphere Shaping with Short Length Reduced Complexity", European Conference on Optical Communication (ECOC), DOI: 10.1049/cp.2019.0784, September 2019.
BibTeX TR2019-105 PDF- @inproceedings{Millar2019sep,
- author = {Millar, David S. and Fehenberger, Tobias and Yoshida, Tsuyoshi and Suzuki, Naoki and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran},
- title = {Huffman Coded Sphere Shaping with Short Length Reduced Complexity},
- booktitle = {European Conference on Optical Communication (ECOC)},
- year = 2019,
- month = sep,
- publisher = {IET},
- doi = {10.1049/cp.2019.0784},
- isbn = {978-1-83953-185-9},
- url = {https://www.merl.com/publications/TR2019-105}
- }