Publications

3,850 major publications by members of the MERL staff.


  •  Jia, N., Sanchez, V., Li, C.-T., Mansour, H., "On Reducing the Effect of Silhouette Quality on Individual Gait Recogniton: A Feature Fusion Approach", International Conference on the Biometrics Special Interest Group (BIOSIG), DOI: 10.1109/​BIOSIG.2015.7314613, September 2015, pp. 1-5.
    BibTeX TR2015-155 PDF
    • @inproceedings{Jia2015sep,
    • author = {Jia, Ning and Sanchez, Victor and Li, Chang-Tsun and Mansour, Hassan},
    • title = {{On Reducing the Effect of Silhouette Quality on Individual Gait Recogniton: A Feature Fusion Approach}},
    • booktitle = {International Conference on the Biometrics Special Interest Group (BIOSIG)},
    • year = 2015,
    • pages = {1--5},
    • month = sep,
    • doi = {10.1109/BIOSIG.2015.7314613},
    • url = {https://www.merl.com/publications/TR2015-155}
    • }
  •  Soni, N., Namboodiri, A., Ramalingam, S., Jawahar, C.V., "Semantic Classification of Boundaries from an RGBD Image", British Machine Vision Conference (BMVC), DOI: 10.5244/​C.29.114, September 2015, pp. 114.1-114.12.
    BibTeX TR2015-102 PDF
    • @inproceedings{Soni2015sep,
    • author = {Soni, N. and Namboodiri, A. and Ramalingam, S. and Jawahar, C.V.},
    • title = {{Semantic Classification of Boundaries from an RGBD Image}},
    • booktitle = {British Machine Vision Conference (BMVC)},
    • year = 2015,
    • pages = {114.1--114.12},
    • month = sep,
    • publisher = {BMVA Press},
    • doi = {10.5244/C.29.114},
    • isbn = {1-901725-53-7},
    • url = {https://www.merl.com/publications/TR2015-102}
    • }
  •  Korolko, N., Sahinoglu, Z., "Robust Optimization of EV Charging Schedules in Unregulated Electricity Markets", IEEE Transactions on Smart Grid, DOI: 10.1109/​TSG.2015.2472597, Vol. PP, No. 99, September 2015.
    BibTeX TR2015-121 PDF
    • @article{Korolko2015sep,
    • author = {Korolko, N. and Sahinoglu, Z.},
    • title = {{Robust Optimization of EV Charging Schedules in Unregulated Electricity Markets}},
    • journal = {IEEE Transactions on Smart Grid},
    • year = 2015,
    • volume = {PP},
    • number = 99,
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109/TSG.2015.2472597},
    • issn = {1949-3053},
    • url = {https://www.merl.com/publications/TR2015-121}
    • }
  •  Liu, K., Guo, J., Orlik, P.V., Parsons, K., Sawa, K., "Battery Energy Management in Heterogeneous Wireless Machine-to-Machine Networks", IEEE Vehicular Technology Conference (VTC-Fall), DOI: 10.1109.VTCFall.2015.7390853, September 2015, pp. 1-5.
    BibTeX TR2015-101 PDF
    • @inproceedings{Liu2015sep2,
    • author = {Liu, K. and Guo, J. and Orlik, P.V. and Parsons, K. and Sawa, K.},
    • title = {{Battery Energy Management in Heterogeneous Wireless Machine-to-Machine Networks}},
    • booktitle = {IEEE Vehicular Technology Conference (VTC-Fall)},
    • year = 2015,
    • pages = {1--5},
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109.VTCFall.2015.7390853},
    • url = {https://www.merl.com/publications/TR2015-101}
    • }
  •  Abdelaziz, A.H., Watanabe, S., Hershey, J.R., Vincent, E., Kolossa, D., "Uncertainty Propagation Through Deep Neural Networks", Interspeech, September 2015, vol. 1 or 5, pp. 3561.
    BibTeX TR2015-098 PDF
    • @inproceedings{Abdelaziz2015sep,
    • author = {Abdelaziz, A.H. and Watanabe, S. and Hershey, J.R. and Vincent, E. and Kolossa, D.},
    • title = {{Uncertainty Propagation Through Deep Neural Networks}},
    • booktitle = {Interspeech},
    • year = 2015,
    • volume = {1 or 5},
    • pages = 3561,
    • month = sep,
    • isbn = {978-1-5108-1790-6},
    • url = {https://www.merl.com/publications/TR2015-098}
    • }
  •  Chen, Z., Watanabe, S., Erdogan, H., Hershey, J.R., "Speech Enhancement and Recognition Using Multi-Task Learning of Long Short-Term Memory Recurrent Neural Networks", Interspeech, September 2015, vol. 1 of 5, pp. 1278.
    BibTeX TR2015-100 PDF
    • @inproceedings{Chen2015sep,
    • author = {Chen, Z. and Watanabe, S. and Erdogan, H. and Hershey, J.R.},
    • title = {{Speech Enhancement and Recognition Using Multi-Task Learning of Long Short-Term Memory Recurrent Neural Networks}},
    • booktitle = {Interspeech},
    • year = 2015,
    • volume = {1 of 5},
    • pages = 1278,
    • month = sep,
    • isbn = {978-1-5108-1790-6},
    • url = {https://www.merl.com/publications/TR2015-100}
    • }
  •  Luan, Y., Watanabe, S., Harsham, B.A., "Efficient Learning for Spoken Language Understanding Tasks with Word Embedding Based Pre-Training", Interspeech, September 2015, vol. 1 or 5, pp. 1398-1402.
    BibTeX TR2015-097 PDF
    • @inproceedings{Luan2015sep,
    • author = {Luan, Y. and Watanabe, S. and Harsham, B.A.},
    • title = {{Efficient Learning for Spoken Language Understanding Tasks with Word Embedding Based Pre-Training}},
    • booktitle = {Interspeech},
    • year = 2015,
    • volume = {1 or 5},
    • pages = {1398--1402},
    • month = sep,
    • isbn = {978-1-5108-1790-6},
    • url = {https://www.merl.com/publications/TR2015-097}
    • }
  •  Tachioka, Y., Watanabe, S., "Uncertainty Training and Decoding Methods of Deep Neural Networks Based on Stochastic Representation of Enhanced Features", Interspeech, September 2015, vol. 1 or 5, pp. 3541.
    BibTeX TR2015-099 PDF
    • @inproceedings{Tachioka2015sep,
    • author = {Tachioka, Y. and Watanabe, S.},
    • title = {{Uncertainty Training and Decoding Methods of Deep Neural Networks Based on Stochastic Representation of Enhanced Features}},
    • booktitle = {Interspeech},
    • year = 2015,
    • volume = {1 or 5},
    • pages = 3541,
    • month = sep,
    • isbn = {978-1-5108-1790-6},
    • url = {https://www.merl.com/publications/TR2015-099}
    • }
  •  Liu, D., Lu, D., "Off-the-Grid Compressive Sensing for Broken-Rotor-Bar Fault Detection in Squirrel-Cage Induction Motors", IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS), DOI: 10.1016/​j.ifacol.2015.09.729, September 2015, vol. 48, pp. 1451-1456.
    BibTeX TR2015-096 PDF
    • @inproceedings{Liu2015sep1,
    • author = {Liu, D. and Lu, D.},
    • title = {{Off-the-Grid Compressive Sensing for Broken-Rotor-Bar Fault Detection in Squirrel-Cage Induction Motors}},
    • booktitle = {IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS)},
    • year = 2015,
    • volume = 48,
    • number = 21,
    • pages = {1451--1456},
    • month = sep,
    • doi = {10.1016/j.ifacol.2015.09.729},
    • url = {https://www.merl.com/publications/TR2015-096}
    • }
  •  Ma, R., "A Review of Recent Development on Digital Transmitters with Integrated GaN Switch-Mode Amplifiers", IEEE International Symposium on Radio-Frequency Integration Technology (RFIT), DOI: 10.1109/​RFIT.2015.7377891, August 2015, pp. 73-75.
    BibTeX TR2015-115 PDF
    • @inproceedings{Ma2015aug,
    • author = {Ma, R.},
    • title = {{A Review of Recent Development on Digital Transmitters with Integrated GaN Switch-Mode Amplifiers}},
    • booktitle = {IEEE International Symposium on Radio-Frequency Integration Technology (RFIT)},
    • year = 2015,
    • pages = {73--75},
    • month = aug,
    • publisher = {IEEE},
    • doi = {10.1109/RFIT.2015.7377891},
    • url = {https://www.merl.com/publications/TR2015-115}
    • }
  •  Weninger, F.J., Erdogan, H., Watanabe, S., Vincent, E., Le Roux, J., Hershey, J.R., Schuller, B.W., "Speech Enhancement with LSTM Recurrent Neural Networks and Its Application to Noise-Robust ASR", Latent Variable Analysis and Signal Separation Conference (LVA), DOI: 10.1007/​978-3-319-22482-4_11, August 2015, vol. 9237, pp. 91-99.
    BibTeX TR2015-094 PDF
    • @inproceedings{Weninger2015aug,
    • author = {Weninger, F.J. and Erdogan, H. and Watanabe, S. and Vincent, E. and {Le Roux}, J. and Hershey, J.R. and Schuller, B.W.},
    • title = {{Speech Enhancement with LSTM Recurrent Neural Networks and Its Application to Noise-Robust ASR}},
    • booktitle = {Latent Variable Analysis and Signal Separation Conference (LVA)},
    • year = 2015,
    • volume = 9237,
    • pages = {91--99},
    • month = aug,
    • doi = {10.1007/978-3-319-22482-4_11},
    • isbn = {978-3-319-22482-4},
    • url = {https://www.merl.com/publications/TR2015-094}
    • }
  •  Korolko, N., Sahinoglu, Z., Nikovski, D.N., "Modeling and Forecasting Self-Similar Power Load Due to EV Fast Chargers", IEEE Transactions on Smart Grid, DOI: 10.1109/​TSG.2015.2458852, Vol. 7, No. 3, pp. 1620-1629, August 2015.
    BibTeX TR2015-105 PDF
    • @article{Korolko2015aug,
    • author = {Korolko, N. and Sahinoglu, Z. and Nikovski, D.N.},
    • title = {{Modeling and Forecasting Self-Similar Power Load Due to EV Fast Chargers}},
    • journal = {IEEE Transactions on Smart Grid},
    • year = 2015,
    • volume = 7,
    • number = 3,
    • pages = {1620--1629},
    • month = aug,
    • publisher = {IEEE},
    • doi = {10.1109/TSG.2015.2458852},
    • issn = {1949-3053},
    • url = {https://www.merl.com/publications/TR2015-105}
    • }
  •  Kumar, R., Da Silva, C., Akalin, O., Aravkin, A., Mansour, H., Recht, B., Herrmann, F., "Efficient Matrix Completion for Seismic Data Reconstruction", Geophysics, DOI: 10.1190/​geo2014-0369.1, Vol. 20, No. 5, pp. 97-114, August 2015.
    BibTeX TR2015-053 PDF
    • @article{Kumar2015jul,
    • author = {Kumar, R. and {Da Silva}, C. and Akalin, O. and Aravkin, A. and Mansour, H. and Recht, B. and Herrmann, F.},
    • title = {{Efficient Matrix Completion for Seismic Data Reconstruction}},
    • journal = {Geophysics},
    • year = 2015,
    • volume = 20,
    • number = 5,
    • pages = {97--114},
    • month = aug,
    • publisher = {Society of Exploration Geophysicists},
    • doi = {10.1190/geo2014-0369.1},
    • url = {https://www.merl.com/publications/TR2015-053}
    • }
  •  Zhang, J., Wang, Y., Bortoff, S.A., Satake, A., Furutani, S., Deng, X., "Integrated Design of Speed Sensorless Control Algorithms for Induction Motors", Chinese Control Conference (CCC), DOI: 10.1109/​ChiCC.2015.7261011, July 2015, pp. 8678-8684.
    BibTeX TR2015-093 PDF
    • @inproceedings{Zhang2015jul,
    • author = {Zhang, J. and Wang, Y. and Bortoff, S.A. and Satake, A. and Furutani, S. and Deng, X.},
    • title = {{Integrated Design of Speed Sensorless Control Algorithms for Induction Motors}},
    • booktitle = {Chinese Control Conference (CCC)},
    • year = 2015,
    • pages = {8678--8684},
    • month = jul,
    • publisher = {IEEE},
    • doi = {10.1109/ChiCC.2015.7261011},
    • url = {https://www.merl.com/publications/TR2015-093}
    • }
  •  Koike-Akino, T., Kojima, K., Wang, B., Parsons, K., Nishikawa, S., Yagyu, E., "An MMI-Based 4-Beam Combiner with Spline-Curved Index Step", Signal Processing in Photonic Communications (SPPCom), DOI: 10.1364/​IPRSN.2015.JM3A.16, July 2015.
    BibTeX TR2015-091 PDF
    • @inproceedings{Koike-Akino2015jul3,
    • author = {Koike-Akino, T. and Kojima, K. and Wang, B. and Parsons, K. and Nishikawa, S. and Yagyu, E.},
    • title = {{An MMI-Based 4-Beam Combiner with Spline-Curved Index Step}},
    • booktitle = {Signal Processing in Photonic Communications (SPPCom)},
    • year = 2015,
    • month = jul,
    • doi = {10.1364/IPRSN.2015.JM3A.16},
    • isbn = {978-1-55752-000-5},
    • url = {https://www.merl.com/publications/TR2015-091}
    • }
  •  Liu, D., "Compressive Sensing Based 3D Imaging Using a Moving MIMO Array", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), DOI: 10.1109/​IGARSS.2015.7326449, July 2015, pp. 3010-3013.
    BibTeX TR2015-090 PDF
    • @inproceedings{Liu2015jul2,
    • author = {Liu, D.},
    • title = {{Compressive Sensing Based 3D Imaging Using a Moving MIMO Array}},
    • booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},
    • year = 2015,
    • pages = {3010--3013},
    • month = jul,
    • doi = {10.1109/IGARSS.2015.7326449},
    • issn = {2153-6996},
    • url = {https://www.merl.com/publications/TR2015-090}
    • }
  •  Koike-Akino, T., Kojima, K., Millar, D.S., Parsons, K., "Simplified Han-Kobayashi Coding Strategy for Tb/s Optical Superchannel Transmissions", Signal Processing in Photonic Communications (SPPCom), DOI: 10.1364/​SPPCOM.2015.SpS3D.3, July 2015.
    BibTeX TR2015-089 PDF
    • @inproceedings{Koike-Akino2015jul2,
    • author = {Koike-Akino, T. and Kojima, K. and Millar, D.S. and Parsons, K.},
    • title = {{Simplified Han-Kobayashi Coding Strategy for Tb/s Optical Superchannel Transmissions}},
    • booktitle = {Signal Processing in Photonic Communications (SPPCom)},
    • year = 2015,
    • month = jul,
    • doi = {10.1364/SPPCOM.2015.SpS3D.3},
    • isbn = {978-1-55752-000-5},
    • url = {https://www.merl.com/publications/TR2015-089}
    • }
  •  Koike-Akino, T., Kojima, K., Parsons, K., "Trellis-Coded High-Dimensional Modulation for Polarization Crosstalk Self Cancellation in Coherent Optical Communications", Signal Processing in Photonic Communications (SPPCom), DOI: 10.1364/​SPPCOM.2015.SpS3D.6, July 2015.
    BibTeX TR2015-088 PDF
    • @inproceedings{Koike-Akino2015jul1,
    • author = {Koike-Akino, T. and Kojima, K. and Parsons, K.},
    • title = {{Trellis-Coded High-Dimensional Modulation for Polarization Crosstalk Self Cancellation in Coherent Optical Communications}},
    • booktitle = {Signal Processing in Photonic Communications (SPPCom)},
    • year = 2015,
    • month = jul,
    • doi = {10.1364/SPPCOM.2015.SpS3D.6},
    • isbn = {978-1-55752-000-5},
    • url = {https://www.merl.com/publications/TR2015-088}
    • }
  •  Xia, T., Koike-Akino, T., Millar, D.S., Kojima, K., Parsons, K., Miyata, Y., Sugihara, K., Matsumoto, W., "Nonbinary LDPC Convolutional Codes for High-Dimensional Modulations", Signal Processing in Photonic Communications (SPPCom), DOI: 10.1364/​SPPCOM.2015.SpS3D.5, July 2015.
    BibTeX TR2015-087 PDF
    • @inproceedings{Xia2015jul2,
    • author = {Xia, T. and Koike-Akino, T. and Millar, D.S. and Kojima, K. and Parsons, K. and Miyata, Y. and Sugihara, K. and Matsumoto, W.},
    • title = {{Nonbinary LDPC Convolutional Codes for High-Dimensional Modulations}},
    • booktitle = {Signal Processing in Photonic Communications (SPPCom)},
    • year = 2015,
    • month = jul,
    • doi = {10.1364/SPPCOM.2015.SpS3D.5},
    • isbn = {978-1-55752-000-5},
    • url = {https://www.merl.com/publications/TR2015-087}
    • }
  •  Felicetti, M., Kojima, K., Koike-Akino, T., Wang, B., Parsons, K., Nishikawa, S., Yagyu, E., "MMI-Based Polarization Beam Splitter/Combiner for InP Photonic Integrated Circuits", Integrated Photonics Research, Silicon and Nano Photonics (IPR), DOI: 10.1364/​IPRSN.2015.IM2A.5, July 2015.
    BibTeX TR2015-052 PDF
    • @inproceedings{Felicetti2015jul,
    • author = {Felicetti, M. and Kojima, K. and Koike-Akino, T. and Wang, B. and Parsons, K. and Nishikawa, S. and Yagyu, E.},
    • title = {{MMI-Based Polarization Beam Splitter/Combiner for InP Photonic Integrated Circuits}},
    • booktitle = {Integrated Photonics Research, Silicon and Nano Photonics (IPR)},
    • year = 2015,
    • month = jul,
    • publisher = {OSA Technical Digest (online) (Optical Society of America, 2015)},
    • doi = {10.1364/IPRSN.2015.IM2A.5},
    • isbn = {978-1-55752-000-5},
    • url = {https://www.merl.com/publications/TR2015-052}
    • }
  •  Nikovski, D.N., "Barycentric Quantization for Planning in Continuous Domains", AI Communications, DOI: 10.3233/​AIC-150675, Vol. 28, No. 3, pp. 539-551, July 2015.
    BibTeX TR2015-151 PDF
    • @article{Nikovski2015jul,
    • author = {Nikovski, D.N.},
    • title = {{Barycentric Quantization for Planning in Continuous Domains}},
    • journal = {AI Communications},
    • year = 2015,
    • volume = 28,
    • number = 3,
    • pages = {539--551},
    • month = jul,
    • doi = {10.3233/AIC-150675},
    • url = {https://www.merl.com/publications/TR2015-151}
    • }
  •  Benosman, M., Xia, M., "Extremum Seeking-Based Indirect Adaptive Control for Nonlinear Systems with State-Dependent Uncertainties", SIAM Conference on Control and its Applications, DOI: 10.1137/​1.9781611974072.44, July 2015, pp. 319-326.
    BibTeX TR2015-068 PDF
    • @inproceedings{Benosman2015jul,
    • author = {Benosman, M. and Xia, M.},
    • title = {{Extremum Seeking-Based Indirect Adaptive Control for Nonlinear Systems with State-Dependent Uncertainties}},
    • booktitle = {SIAM Conference on Control and its Applications},
    • year = 2015,
    • pages = {319--326},
    • month = jul,
    • doi = {10.1137/1.9781611974072.44},
    • isbn = {978-1-61197-407-2},
    • url = {https://www.merl.com/publications/TR2015-068}
    • }
  •  Xia, M., Benosman, M., "Extremum Seeking-Based Indirect Adaptive Control for Nonlinear Systems with Time-Varying Uncertainties", European Control Conference (ECC), DOI: 10.1109/​ECC.2015.7330959, July 2015, pp. 2780-2785.
    BibTeX TR2015-042 PDF
    • @inproceedings{Xia2015jul,
    • author = {Xia, M. and Benosman, M.},
    • title = {{Extremum Seeking-Based Indirect Adaptive Control for Nonlinear Systems with Time-Varying Uncertainties}},
    • booktitle = {European Control Conference (ECC)},
    • year = 2015,
    • pages = {2780--2785},
    • month = jul,
    • doi = {10.1109/ECC.2015.7330959},
    • url = {https://www.merl.com/publications/TR2015-042}
    • }
  •  Holaza, J., Takacs, B., Kvasnica, M., Di Cairano, S., "Safety Verification of Implicitly Defined MPC Feedback Laws", European Control Conference (ECC), DOI: 10.1109/​ECC.2015.7330921, July 2015, pp. 2547-2552.
    BibTeX TR2015-086 PDF
    • @inproceedings{Holaza2015jul,
    • author = {Holaza, J. and Takacs, B. and Kvasnica, M. and {Di Cairano}, S.},
    • title = {{Safety Verification of Implicitly Defined MPC Feedback Laws}},
    • booktitle = {European Control Conference (ECC)},
    • year = 2015,
    • pages = {2547--2552},
    • month = jul,
    • doi = {10.1109/ECC.2015.7330921},
    • url = {https://www.merl.com/publications/TR2015-086}
    • }
  •  Weiss, A., Di Cairano, S., "Opportunities and Potential of Model Predictive Control for Low-Thrust Spacecraft Station-Keeping and Momentum-Management", European Control Conference (ECC), DOI: 10.1109/​ECC.2015.7330729, July 2015, pp. 1370-1375.
    BibTeX TR2015-083 PDF
    • @inproceedings{Weiss2015jul2,
    • author = {Weiss, A. and {Di Cairano}, S.},
    • title = {{Opportunities and Potential of Model Predictive Control for Low-Thrust Spacecraft Station-Keeping and Momentum-Management}},
    • booktitle = {European Control Conference (ECC)},
    • year = 2015,
    • pages = {1370--1375},
    • month = jul,
    • publisher = {IEEE},
    • doi = {10.1109/ECC.2015.7330729},
    • url = {https://www.merl.com/publications/TR2015-083}
    • }