Publications

3,809 major publications by members of the MERL staff.


  •  Ma, R., Ali, S.N., Shinjo, S., "Novel Impedance Flattening Network for Wideband GaN Doherty Power Amplifier at 3.4-3.8 GHz", Electronic Design Innovation (EDI), April 2017.
    BibTeX TR2017-051 PDF
    • @article{Ma2017apr,
    • author = {Ma, Rui and Ali, Sheikh Nijam and Shinjo, Shintaro},
    • title = {{Novel Impedance Flattening Network for Wideband GaN Doherty Power Amplifier at 3.4-3.8 GHz}},
    • journal = {Electronic Design Innovation (EDI)},
    • year = 2017,
    • month = apr,
    • url = {https://www.merl.com/publications/TR2017-051}
    • }
  •  Benosman, M., "A Neuro-Adaptive Architecture for Extremum Seeking Control Using Hybrid Learning Dynamics", American Control Conference (ACC), April 2017.
    BibTeX TR2017-050 PDF
    • @inproceedings{Benosman2017apr,
    • author = {Benosman, Mouhacine},
    • title = {{A Neuro-Adaptive Architecture for Extremum Seeking Control Using Hybrid Learning Dynamics}},
    • booktitle = {American Control Conference (ACC)},
    • year = 2017,
    • month = apr,
    • url = {https://www.merl.com/publications/TR2017-050}
    • }
  •  Farahmand, A.-M., Barreto, A.M.S., Nikovski, D.N., "Value-Aware Loss Function for Model-based Reinforcement Learning", Artificial Intelligence and Statistics (AISTATS), Vol. 54, April 2017.
    BibTeX TR2017-049 PDF
    • @article{Farahmand2017apr,
    • author = {Farahmand, Amir-massoud and Barreto, Andre M.S. and Nikovski, Daniel N.},
    • title = {{Value-Aware Loss Function for Model-based Reinforcement Learning}},
    • journal = {Artificial Intelligence and Statistics (AISTATS)},
    • year = 2017,
    • volume = 54,
    • month = apr,
    • url = {https://www.merl.com/publications/TR2017-049}
    • }
  •  Wang, P., Orlik, P.V., Sadamoto, K., Tsujita, W., Sawa, Y., "Cramer-Rao Bounds for A Coupled Mixture of Polynomial Phase and Sinusoidal FM Signals", IEEE Signal Processing Letters, DOI: 10.1109/​LSP.2017.2689761, Vol. 24, No. 6, pp. 746-750, March 2017.
    BibTeX TR2017-039 PDF
    • @article{Wang2017mar,
    • author = {Wang, Pu and Orlik, Philip V. and Sadamoto, Kota and Tsujita, Wataru and Sawa, Yoshitsugu},
    • title = {{Cramer-Rao Bounds for A Coupled Mixture of Polynomial Phase and Sinusoidal FM Signals}},
    • journal = {IEEE Signal Processing Letters},
    • year = 2017,
    • volume = 24,
    • number = 6,
    • pages = {746--750},
    • month = mar,
    • doi = {10.1109/LSP.2017.2689761},
    • issn = {1558-2361},
    • url = {https://www.merl.com/publications/TR2017-039}
    • }
  •  Koike-Akino, T., Parsons, K., Millar, D.S., Kojima, K., "Lattice Precoding for IM/DD POF Interconnects", Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), DOI: 10.1364/​OFC.2017.W1J.4, March 2017.
    BibTeX TR2017-022 PDF
    • @inproceedings{Koike-Akino2017mar,
    • author = {Koike-Akino, Toshiaki and Parsons, Kieran and Millar, David S. and Kojima, Keisuke},
    • title = {{Lattice Precoding for IM/DD POF Interconnects}},
    • booktitle = {Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC)},
    • year = 2017,
    • month = mar,
    • doi = {10.1364/OFC.2017.W1J.4},
    • url = {https://www.merl.com/publications/TR2017-022}
    • }
  •  Koike-Akino, T., Wang, Y., Draper, S.C., Sugihara, K., Matsumoto, W., Millar, D.S., Parsons, K., Kojima, K., "Bit-Interleaved Polar-Coded Modulation for Low-Latency Short-Block Transmission", Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), DOI: 10.1364/​OFC.2017.W1J.6, March 2017.
    BibTeX TR2017-024 PDF
    • @inproceedings{Koike-Akino2017mar2,
    • author = {Koike-Akino, Toshiaki and Wang, Ye and Draper, Stark C. and Sugihara, Kenya and Matsumoto, Wataru and Millar, David S. and Parsons, Kieran and Kojima, Keisuke},
    • title = {{Bit-Interleaved Polar-Coded Modulation for Low-Latency Short-Block Transmission}},
    • booktitle = {Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC)},
    • year = 2017,
    • month = mar,
    • doi = {10.1364/OFC.2017.W1J.6},
    • url = {https://www.merl.com/publications/TR2017-024}
    • }
  •  Koike-Akino, T., Yoshida, T., Parsons, K., Millar, D.S., Kojima, K., Pajovic, M., "Fully-Parallel Soft-Decision Cycle Slip Recovery", Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), DOI: 10.1364/​OFC.2017.W2A.56, March 2017.
    BibTeX TR2017-023 PDF
    • @inproceedings{Koike-Akino2017mar3,
    • author = {Koike-Akino, Toshiaki and Yoshida, Tsuyoshi and Parsons, Kieran and Millar, David S. and Kojima, Keisuke and Pajovic, Milutin},
    • title = {{Fully-Parallel Soft-Decision Cycle Slip Recovery}},
    • booktitle = {Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC)},
    • year = 2017,
    • month = mar,
    • doi = {10.1364/OFC.2017.W2A.56},
    • url = {https://www.merl.com/publications/TR2017-023}
    • }
  •  Kojima, K., Yoshida, T., Parsons, K., Koike-Akino, T., Millar, D.S., Matsuda, K., "Nonlinearity-tolerant time domain hybrid modulation for 4-8 bits/symbol based on 2A8PSK", Optical Fiber Communication Conference and Exposition (OFC), DOI: 10.1364/​OFC.2017.W4A.5, March 2017.
    BibTeX TR2017-025 PDF
    • @inproceedings{Kojima2017mar,
    • author = {Kojima, Keisuke and Yoshida, Tsuyoshi and Parsons, Kieran and Koike-Akino, Toshiaki and Millar, David S. and Matsuda, Keisuke},
    • title = {{Nonlinearity-tolerant time domain hybrid modulation for 4-8 bits/symbol based on 2A8PSK}},
    • booktitle = {Optical Fiber Communication Conference and Exposition (OFC)},
    • year = 2017,
    • month = mar,
    • doi = {10.1364/OFC.2017.W4A.5},
    • url = {https://www.merl.com/publications/TR2017-025}
    • }
  •  Millar, D.S., Pajovic, M., Koike-Akino, T., Kojima, K., Parsons, K., "A Simplified Dual-Carrier DP-64QAM 1 Tb/s Transceiver", Optical Fiber Communication Conference and Exposition (OFC), DOI: 10.1364/​OFC.2017.M3D.2, March 2017.
    BibTeX TR2017-026 PDF
    • @inproceedings{Millar2017mar,
    • author = {Millar, David S. and Pajovic, Milutin and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran},
    • title = {{A Simplified Dual-Carrier DP-64QAM 1 Tb/s Transceiver}},
    • booktitle = {Optical Fiber Communication Conference and Exposition (OFC)},
    • year = 2017,
    • month = mar,
    • doi = {10.1364/OFC.2017.M3D.2},
    • url = {https://www.merl.com/publications/TR2017-026}
    • }
  •  Liu, H., Kim, K.J., Kwak, K.S., Poor, H.V., "QoS-Constrained Relay Control for Full-Duplex Relaying with SWIPT", IEEE Transactions on Wireless Communications, DOI: 10.1109/​TWC.2017.2672551, Vol. 16, No. 5, pp. 2936-2949, March 2017.
    BibTeX TR2017-105 PDF
    • @article{Liu2017mar,
    • author = {Liu, Hongwu and Kim, Kyeong Jin and Kwak, Kyung Sup and Poor, H. Vincent},
    • title = {{QoS-Constrained Relay Control for Full-Duplex Relaying with SWIPT}},
    • journal = {IEEE Transactions on Wireless Communications},
    • year = 2017,
    • volume = 16,
    • number = 5,
    • pages = {2936--2949},
    • month = mar,
    • doi = {10.1109/TWC.2017.2672551},
    • issn = {1536-1276},
    • url = {https://www.merl.com/publications/TR2017-105}
    • }
  •  Watanabe, S., Hori, T., Hayashi, T., Kim, S., "End-to-end ASR without using morphological analyzer, pronunciation dictionary and language model", Acoustical Society of Japan Spring Meeting (ASJ), March 2017.
    BibTeX TR2017-021 PDF
    • @inproceedings{Watanabe2017mar2,
    • author = {Watanabe, Shinji and Hori, Takaaki and Hayashi, Tomoki and Kim, Suyoun},
    • title = {{End-to-end ASR without using morphological analyzer, pronunciation dictionary and language model}},
    • booktitle = {Acoustical Society of Japan Spring Meeting (ASJ)},
    • year = 2017,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2017-021}
    • }
  •  Boufounos, P.T., Rane, S.D., Mansour, H., "Representation and Coding of Signal Geometry", Information and Inference: a Journal of the IMA, March 2017.
    BibTeX TR2017-036 PDF
    • @article{Boufounos2017mar,
    • author = {Boufounos, Petros T. and Rane, Shantanu D. and Mansour, Hassan},
    • title = {{Representation and Coding of Signal Geometry}},
    • journal = {Information and Inference: a Journal of the IMA},
    • year = 2017,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2017-036}
    • }
  •  Lin, C., Wang, B., Teo, K.H., Bandaru, P.R., "Application of impedance matching for enhanced transmitted power in a thermophotovoltaic system", Physical Review Applied, DOI: 10.1103/​PhysRevApplied.7.034003, Vol. 7, No. 3, April 2017.
    BibTeX TR2017-047 PDF
    • @article{Lin2017mar,
    • author = {Lin, Chungwei and Wang, Bingnan and Teo, Koon Hoo and Bandaru, Prabhakar R.},
    • title = {{Application of impedance matching for enhanced transmitted power in a thermophotovoltaic system}},
    • journal = {Physical Review Applied},
    • year = 2017,
    • volume = 7,
    • number = 3,
    • month = mar,
    • doi = {10.1103/PhysRevApplied.7.034003},
    • url = {https://www.merl.com/publications/TR2017-047}
    • }
  •  Chen, S., Tian, D., Feng, C., Vetro, A., Kovacevic, J., "Contour-Enhanced Resampling of 3D Point Clouds Via Graphs", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
    BibTeX TR2017-017 PDF
    • @inproceedings{Chen2017mar,
    • author = {Chen, Siheng and Tian, Dong and Feng, Chen and Vetro, Anthony and Kovacevic, Jelena},
    • title = {{Contour-Enhanced Resampling of 3D Point Clouds Via Graphs}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2017,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2017-017}
    • }
  •  Hayashi, T., Watanabe, S., Toda, T., Hori, T., Le Roux, J., Takeda, K., "BLSTM-HMM Hybrid System Combined with Sound Activity Detection Network for Polyphonic Sound Event Detection", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
    BibTeX TR2017-014 PDF
    • @inproceedings{Hayashi2017mar,
    • author = {Hayashi, Tomoki and Watanabe, Shinji and Toda, Tomoki and Hori, Takaaki and {Le Roux}, Jonathan and Takeda, Kazuya},
    • title = {{BLSTM-HMM Hybrid System Combined with Sound Activity Detection Network for Polyphonic Sound Event Detection}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2017,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2017-014}
    • }
  •  Kao, J.-Y., Tian, D., Mansour, H., Ortega, A., Vetro, A., "Disc-Glasso: Discriminative Graph Learning with Sparsity Regularization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
    BibTeX TR2017-018 PDF
    • @inproceedings{Kao2017mar,
    • author = {Kao, Jiun-Yu and Tian, Dong and Mansour, Hassan and Ortega, Antonio and Vetro, Anthony},
    • title = {{Disc-Glasso: Discriminative Graph Learning with Sparsity Regularization}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2017,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2017-018}
    • }
  •  Kim, S., Hori, T., Watanabe, S., "Joint CTC- Attention Based End-to-End Speech Recognition Using Multi-task Learning", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
    BibTeX TR2017-016 PDF Video
    • @inproceedings{Kim2017mar,
    • author = {Kim, Suyoun and Hori, Takaaki and Watanabe, Shinji},
    • title = {{Joint CTC- Attention Based End-to-End Speech Recognition Using Multi-task Learning}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2017,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2017-016}
    • }
  •  Li, Q., Liu, S., Mansour, H., Wakin, M., Yang, D., Zhu, Z., "Jazz: A Companion to Music for Frequency Estimation with Missing Data", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
    BibTeX TR2017-013 PDF
    • @inproceedings{Li2017mar,
    • author = {Li, Qiuwei and Liu, Shuang and Mansour, Hassan and Wakin, Michael and Yang, Dehui and Zhu, Zhihui},
    • title = {{Jazz: A Companion to Music for Frequency Estimation with Missing Data}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2017,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2017-013}
    • }
  •  Liu, H.-Y., Kamilov, U., Liu, D., Mansour, H., Boufounos, P.T., "Compressive Imaging with Iterative Forward Models", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
    BibTeX TR2017-009 PDF
    • @inproceedings{Liu2017mar2,
    • author = {Liu, Hsiou-Yuan and Kamilov, Ulugbek and Liu, Dehong and Mansour, Hassan and Boufounos, Petros T.},
    • title = {{Compressive Imaging with Iterative Forward Models}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2017,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2017-009}
    • }
  •  Luo, Y., Chen, Z., Hershey, J.R., Le Roux, J., Mesgarani, N., "Deep Clustering and Conventional Networks for Music Separation: Strong Together", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
    BibTeX TR2017-010 PDF
    • @inproceedings{Luo2017mar,
    • author = {Luo, Yi and Chen, Zhuo and Hershey, John R. and {Le Roux}, Jonathan and Mesgarani, Nima},
    • title = {{Deep Clustering and Conventional Networks for Music Separation: Strong Together}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2017,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2017-010}
    • }
  •  Meng, Z., Watanabe, S., Hershey, J.R., Erdogan, H., "Deep Long Short-Term Memory Adaptive Beamforming Networks for Multichannel Robust Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
    BibTeX TR2017-012 PDF
    • @inproceedings{Meng2017mar,
    • author = {Meng, Zhong and Watanabe, Shinji and Hershey, John R. and Erdogan, Hakan},
    • title = {{Deep Long Short-Term Memory Adaptive Beamforming Networks for Multichannel Robust Speech Recognition}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2017,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2017-012}
    • }
  •  Wang, Y., Raval, N.J., Ishwar, P., Hattori, M., Hirano, T., Matsuda, N., Shimizu, R., "On Methods for Privacy-Preserving Energy Disaggregation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
    BibTeX TR2017-015 PDF
    • @inproceedings{Wang2017mar2,
    • author = {Wang, Ye and Raval, Nisarg J and Ishwar, Prakash and Hattori, Mitsuhiro and Hirano, Takato and Matsuda, Nori and Shimizu, Rina},
    • title = {{On Methods for Privacy-Preserving Energy Disaggregation}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2017,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2017-015}
    • }
  •  Watanabe, S., Hori, T., Le Roux, J., Hershey, J.R., "Student-Teacher Network Learning with Enhanced Features", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
    BibTeX TR2017-011 PDF
    • @inproceedings{Watanabe2017mar,
    • author = {Watanabe, Shinji and Hori, Takaaki and {Le Roux}, Jonathan and Hershey, John R.},
    • title = {{Student- Teacher Network Learning with Enhanced Features}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2017,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2017-011}
    • }
  •  Koike-Akino, T., Kojima, K., Millar, D.S., Parsons, K., Yoshida, T., Sugihara, T., "Pareto Optimization of Adaptive Modulation and Coding Set in Nonlinear Fiber-Optic Systems", IEEE Journal of Lightwave Technology, DOI: 10.1109/​JLT.2016.2604561, Vol. 35, No. 4, pp. 1041-1049, February 2017.
    BibTeX TR2017-027 PDF
    • @article{Koike-Akino2017feb,
    • author = {Koike-Akino, Toshiaki and Kojima, Keisuke and Millar, David S. and Parsons, Kieran and Yoshida, Tsuyoshi and Sugihara, Takashi},
    • title = {{Pareto Optimization of Adaptive Modulation and Coding Set in Nonlinear Fiber-Optic Systems}},
    • journal = {IEEE Journal of Lightwave Technology},
    • year = 2017,
    • volume = 35,
    • number = 4,
    • pages = {1041--1049},
    • month = feb,
    • doi = {10.1109/JLT.2016.2604561},
    • issn = {1558-2213},
    • url = {https://www.merl.com/publications/TR2017-027}
    • }
  •  Knyazev, A., Gadde, A., Mansour, H., Tian, D., "Guided Signal Reconstruction Theory", arXiv, February 2017.
    BibTeX arXiv
    • @article{Knyazev2017feb,
    • author = {Knyazev, Andrew and Gadde, Akshay and Mansour, Hassan and Tian, Dong},
    • title = {{Guided Signal Reconstruction Theory}},
    • journal = {arXiv},
    • year = 2017,
    • month = feb,
    • url = {https://arxiv.org/abs/1702.00852}
    • }