- 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}
- }
- Bhamidipati, S., Kim, K.J., Sun, H., Orlik, P.V., "Artificial Intelligence-Based Distributed Belief Propagation and Recurrent Neural Network Algorithm for Wide-Area Monitoring Systems", IEEE Network, DOI: 10.1109/MNET.011.1900322, Vol. 34, No. 3, pp. 64-72, May 2020.
BibTeX TR2020-058 PDF- @article{Bhamidipati2020may,
- author = {Bhamidipati, Sriramya and Kim, Kyeong Jin and Sun, Hongbo and Orlik, Philip V.},
- title = {Artificial Intelligence-Based Distributed Belief Propagation and Recurrent Neural Network Algorithm for Wide-Area Monitoring Systems},
- journal = {IEEE Network},
- year = 2020,
- volume = 34,
- number = 3,
- pages = {64--72},
- month = may,
- doi = {10.1109/MNET.011.1900322},
- url = {https://www.merl.com/publications/TR2020-058}
- }
- 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}
- }
- 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}
- }
- Burghal, D., Kim, K.J., Guo, J., Orlik, P.V., Hori, T., Sumi, T., Nagai, Y., "Multi-Channel Delay Sensitive Scheduling for Convergecast Network", IEEE Wireless Communications and Networking Conference (WCNC), April 2020, pp. 1-7.
BibTeX TR2020-036 PDF- @inproceedings{Burghal2020apr,
- author = {Burghal, Daoud and Kim, Kyeong Jin and Guo, Jianlin and Orlik, Philip V. and Hori, Toshinori and Sumi, Takenori and Nagai, Yukimasa},
- title = {Multi-Channel Delay Sensitive Scheduling for Convergecast Network},
- booktitle = {IEEE Wireless Communications and Networking Conference (WCNC)},
- year = 2020,
- pages = {1--7},
- month = apr,
- publisher = {IEEE},
- url = {https://www.merl.com/publications/TR2020-036}
- }
- 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}
- }
- Liu, F., Zhu, H., Li, C., Li, J., Wang, P., Orlik, P.V., "Angular-Domain Channel Estimation for One-Bit Massive MIMO Systems: Performance Bounds and Algorithms", IEEE Transactions on Vehicular Technology, DOI: 10.1109/TVT.2020.2966003, Vol. 69, No. 3, January 2020.
BibTeX TR2020-009 PDF- @article{Liu2020jan,
- author = {Liu, Fangqing and Zhu, Heng and Li, Changheng and Li, Jian and Wang, Pu and Orlik, Philip V.},
- title = {Angular-Domain Channel Estimation for One-Bit Massive MIMO Systems: Performance Bounds and Algorithms},
- journal = {IEEE Transactions on Vehicular Technology},
- year = 2020,
- volume = 69,
- number = 3,
- month = jan,
- doi = {10.1109/TVT.2020.2966003},
- issn = {0018-9545},
- url = {https://www.merl.com/publications/TR2020-009}
- }
- Teng, M., Safian, R., Alahmadi, Y., Zhuang, L., Kojima, K., "Miniaturized silicon photonics devices for integrated optical signal processors", IEEE Journal of Lightwave Technology, DOI: 10.1109/JLT.2019.2943251, Vol. 38, No. 1, pp. 6-17, January 2020.
BibTeX TR2020-010 PDF- @article{Teng2020jan,
- author = {Teng, Min and Safian, Reza and Alahmadi, Yousef and Zhuang, Leimeng and Kojima, Keisuke},
- title = {Miniaturized silicon photonics devices for integrated optical signal processors},
- journal = {IEEE Journal of Lightwave Technology},
- year = 2020,
- volume = 38,
- number = 1,
- pages = {6--17},
- month = jan,
- doi = {10.1109/JLT.2019.2943251},
- url = {https://www.merl.com/publications/TR2020-010}
- }
- Wang, P., Li, H., "Target Detection with Imperfect Waveform Separation in Distributed MIMO Radar", IEEE Transactions on Signal Processing, DOI: 10.1109/TSP.2020.2964227, Vol. 68, No. 1, pp. 793-807, January 2020.
BibTeX TR2020-007 PDF- @article{Wang2020jan,
- author = {Wang, Pu and Li, Hongbin},
- title = {Target Detection with Imperfect Waveform Separation in Distributed MIMO Radar},
- journal = {IEEE Transactions on Signal Processing},
- year = 2020,
- volume = 68,
- number = 1,
- pages = {793--807},
- month = jan,
- doi = {10.1109/TSP.2020.2964227},
- issn = {1053-587X},
- url = {https://www.merl.com/publications/TR2020-007}
- }
- Ma, Y., Lu, C., Wang, Y., "Efficient Holistic Control: Self-Awareness across Controllers and Wireless Networks", ACM Transactions on Cyber-Physical Systems, DOI: 10.1145/3371500, Vol. 4, No. 4, pp. 41:1-27, January 2020.
BibTeX TR2020-002 PDF- @article{Ma2020jan,
- author = {Ma, Yehan and Lu, Chenyang and Wang, Yebin},
- title = {Efficient Holistic Control: Self-Awareness across Controllers and Wireless Networks},
- journal = {ACM Transactions on Cyber-Physical Systems},
- year = 2020,
- volume = 4,
- number = 4,
- pages = {41:1--27},
- month = jan,
- doi = {10.1145/3371500},
- url = {https://www.merl.com/publications/TR2020-002}
- }
- 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}
- }
- Kim, K.J., Liu, H., Wen, M., Orlik, P.V., Poor, H.V., "Distributed Asynchronous Cyclic Delay Diversity-Based Cooperative Systems with a Passive Eavesdropper", IEEE Global Communications Conference (GLOBECOM), December 2019, pp. 1-6.
BibTeX TR2019-136 PDF- @inproceedings{Kim2019dec2,
- author = {Kim, Kyeong Jin and Liu, Hongwu and Wen, Maiwen and Orlik, Philip V. and Poor, H. Vincent},
- title = {Distributed Asynchronous Cyclic Delay Diversity-Based Cooperative Systems with a Passive Eavesdropper},
- booktitle = {IEEE Global Communications Conference (GLOBECOM)},
- year = 2019,
- pages = {1--6},
- month = dec,
- url = {https://www.merl.com/publications/TR2019-136}
- }
- Liu, B., Wei, Z., Yuan, J., Pajovic, M., "Deep Learning Assisted User Identification in Massive Machine-Type Communications", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOBECOM38437.2019.9014177, December 2019, pp. 1-6.
BibTeX TR2019-134 PDF- @inproceedings{Liu2019dec,
- author = {Liu, Bryan and Wei, Zhiqiang and Yuan, Jinhong and Pajovic, Milutin},
- title = {Deep Learning Assisted User Identification in Massive Machine-Type Communications},
- booktitle = {IEEE Global Communications Conference (GLOBECOM)},
- year = 2019,
- pages = {1--6},
- month = dec,
- doi = {10.1109/GLOBECOM38437.2019.9014177},
- url = {https://www.merl.com/publications/TR2019-134}
- }
- 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}
- }
- Pei, X., Wen, M., Kim, K.J., Zheng, B., Yu, H., "NOMA Based Coordinated Direct and Relay Transmission: Secure Design and Performance Analysis", IEEE Global Communications Conference (GLOBECOM), December 2019, pp. 1-6.
BibTeX TR2019-155 PDF- @inproceedings{Pei2019dec,
- author = {Pei, Xinyue and Wen, Maiwen and Kim, Kyeong Jin and Zheng, Beixiong and Yu, Hua},
- title = {NOMA Based Coordinated Direct and Relay Transmission: Secure Design and Performance Analysis},
- booktitle = {IEEE Global Communications Conference (GLOBECOM)},
- year = 2019,
- pages = {1--6},
- month = dec,
- url = {https://www.merl.com/publications/TR2019-155}
- }