- 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}
- }
- Tanaka, R., Nabi, S., Nonaka, M., "Airflow Optimization for Room Air Conditioners", Building Simulation 2021 Conference, September 2021.
BibTeX TR2021-106 PDF- @inproceedings{Tanaka2021sep,
- author = {Tanaka, Ryuta and Nabi, Saleh and Nonaka, Mio},
- title = {Airflow Optimization for Room Air Conditioners},
- booktitle = {Building Simulation 2021 Conference},
- year = 2021,
- month = sep,
- url = {https://www.merl.com/publications/TR2021-106}
- }
- Chakrabarty, A., Maddalena, E., Qiao, H., Laughman, C.R., "Data-driven calibration of physics-informed models of joint building/equipment dynamics using Bayesian optimization", Building Simulation Conference 2021, September 2021.
BibTeX TR2021-105 PDF Video- @inproceedings{Chakrabarty2021sep,
- author = {Chakrabarty, Ankush and Maddalena, Emilio and Qiao, Hongtao and Laughman, Christopher R.},
- title = {Data-driven calibration of physics-informed models of joint building/equipment dynamics using Bayesian optimization},
- booktitle = {Building Simulation Conference 2021},
- year = 2021,
- month = sep,
- url = {https://www.merl.com/publications/TR2021-105}
- }
- Ravikumar, S., Quirynen, R., Bhagat, A., Zeino, E., Di Cairano, S., "Mixed-integer Programming for Centralized Coordination of Connected and Automated Vehicles in Dynamic Environment", IEEE Conference on Control Technology and Applications (CCTA), DOI: 10.1109/CCTA48906.2021.9658675, August 2021, pp. 814-819.
BibTeX TR2021-089 PDF- @inproceedings{Ravikumar2021aug,
- author = {Ravikumar, Shreejith and Quirynen, Rien and Bhagat, Akshay and Zeino, Eyad and Di Cairano, Stefano},
- title = {Mixed-integer Programming for Centralized Coordination of Connected and Automated Vehicles in Dynamic Environment},
- booktitle = {IEEE Conference on Control Technology and Applications (CCTA)},
- year = 2021,
- pages = {814--819},
- month = aug,
- doi = {10.1109/CCTA48906.2021.9658675},
- url = {https://www.merl.com/publications/TR2021-089}
- }
- Menner, M., Berntorp, K., Di Cairano, S., "A Kalman Filter for Online Calibration of Optimal Controllers", IEEE Conference on Control Technology and Applications (CCTA), DOI: 10.1109/CCTA48906.2021.9658684, August 2021, pp. 441-446.
BibTeX TR2021-091 PDF- @inproceedings{Menner2021aug,
- author = {Menner, Marcel and Berntorp, Karl and Di Cairano, Stefano},
- title = {A Kalman Filter for Online Calibration of Optimal Controllers},
- booktitle = {IEEE Conference on Control Technology and Applications (CCTA)},
- year = 2021,
- pages = {441--446},
- month = aug,
- doi = {10.1109/CCTA48906.2021.9658684},
- url = {https://www.merl.com/publications/TR2021-091}
- }
- 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}
- }
- Chakrabarty, A., Wichern, G., Laughman, C.R., "ANP-BBO: Attentive Neural Processes and Batch Bayesian Optimization for Scalable Calibration of Physics-Informed Digital Twins", International Conference on Machine Learning (ICML), July 2021.
BibTeX TR2021-086 PDF- @inproceedings{Chakrabarty2021jul,
- author = {Chakrabarty, Ankush and Wichern, Gordon and Laughman, Christopher R.},
- title = {ANP-BBO: Attentive Neural Processes and Batch Bayesian Optimization for Scalable Calibration of Physics-Informed Digital Twins},
- booktitle = {International Conference on Machine Learning (ICML)},
- year = 2021,
- month = jul,
- url = {https://www.merl.com/publications/TR2021-086}
- }
- 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}
- }
- Quirynen, R., Berntorp, K., "Uncertainty Propagation by Linear Regression Kalman Filters for Stochastic NMPC", IFAC Conference on Nonlinear Model Predictive Control, DOI: 10.1016/j.ifacol.2021.08.527, July 2021, pp. 76-82.
BibTeX TR2021-084 PDF- @inproceedings{Quirynen2021jul,
- author = {Quirynen, Rien and Berntorp, Karl},
- title = {Uncertainty Propagation by Linear Regression Kalman Filters for Stochastic NMPC},
- booktitle = {IFAC Conference on Nonlinear Model Predictive Control},
- year = 2021,
- pages = {76--82},
- month = jul,
- doi = {10.1016/j.ifacol.2021.08.527},
- url = {https://www.merl.com/publications/TR2021-084}
- }
- 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}
- }
- Ma, Y., Boufounos, P.T., Mansour, H., Aeron, S., "Multiview Sensing with Unknown Permutations: An Optimal Transport Approach", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP39728.2021.9415075, June 2021, pp. 1440-1444.
BibTeX TR2021-047 PDF- @inproceedings{Ma2021jun,
- author = {Ma, Yanting and Boufounos, Petros T. and Mansour, Hassan and Aeron, Shuchin},
- title = {Multiview Sensing with Unknown Permutations: An Optimal Transport Approach},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2021,
- pages = {1440--1444},
- month = jun,
- doi = {10.1109/ICASSP39728.2021.9415075},
- issn = {1520-6149},
- isbn = {978-1-7281-7606-2},
- url = {https://www.merl.com/publications/TR2021-047}
- }
- Hyder, R., Mansour, H., Ma, Y., Boufounos, P.T., Wang, P., "A Consensus Equilibrium Solution for Deep Image Prior Powered by Red", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP39728.2021.9414290, June 2021, pp. 1380-1384.
BibTeX TR2021-046 PDF- @inproceedings{Hyder2021jun,
- author = {Hyder, Rakib and Mansour, Hassan and Ma, Yanting and Boufounos, Petros T. and Wang, Perry},
- title = {A Consensus Equilibrium Solution for Deep Image Prior Powered by Red},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2021,
- pages = {1380--1384},
- month = jun,
- doi = {10.1109/ICASSP39728.2021.9414290},
- issn = {2379-190X},
- isbn = {978-1-7281-7605-5},
- url = {https://www.merl.com/publications/TR2021-046}
- }
- Yao, G., Wang, P., Berntorp, K., Mansour, H., Boufounos, P.T., Orlik, P.V., "Extended Object Tracking with Automotive Radar Using B-Spline Chained Ellipses Model", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP39728.2021.9415080, June 2021, pp. 8408-8412.
BibTeX TR2021-048 PDF Video- @inproceedings{Yao2021jun,
- author = {Yao, Gang and Wang, Perry and Berntorp, Karl and Mansour, Hassan and Boufounos, Petros T. and Orlik, Philip V.},
- title = {Extended Object Tracking with Automotive Radar Using B-Spline Chained Ellipses Model},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2021,
- pages = {8408--8412},
- month = jun,
- publisher = {IEEE},
- doi = {10.1109/ICASSP39728.2021.9415080},
- issn = {2379-190X},
- isbn = {978-1-7281-7605-5},
- url = {https://www.merl.com/publications/TR2021-048}
- }
- Bonzanini, A.D., Mesbah, A., Di Cairano, S., "Perception-Aware Chance-Constrained Model Predictive Control for Uncertain Environments", American Control Conference (ACC), DOI: 10.23919/ACC50511.2021.9483203, May 2021.
BibTeX TR2021-055 PDF- @inproceedings{Bonzanini2021may,
- author = {Bonzanini, Angelo Domenico and Mesbah, Ali and Di Cairano, Stefano},
- title = {Perception-Aware Chance-Constrained Model Predictive Control for Uncertain Environments},
- booktitle = {American Control Conference (ACC)},
- year = 2021,
- month = may,
- publisher = {IEEE},
- doi = {10.23919/ACC50511.2021.9483203},
- url = {https://www.merl.com/publications/TR2021-055}
- }
- Laftchiev, E., Romeres, D., Nikovski, D.N., "Dynamic Thermal Comfort Optimization for Groups", American Control Conference (ACC), DOI: 10.23919/ACC50511.2021.9483191, May 2021.
BibTeX TR2021-057 PDF- @inproceedings{Laftchiev2021may,
- author = {Laftchiev, Emil and Romeres, Diego and Nikovski, Daniel N.},
- title = {Dynamic Thermal Comfort Optimization for Groups},
- booktitle = {American Control Conference (ACC)},
- year = 2021,
- month = may,
- publisher = {IEEE},
- doi = {10.23919/ACC50511.2021.9483191},
- issn = {2378-5861},
- isbn = {978-1-6654-4197-1},
- url = {https://www.merl.com/publications/TR2021-057}
- }
- Vaskov, S., Quirynen, R., Berntorp, K., "Cornering Stiffness Adaptive, Stochastic Nonlinear Model Predictive Control for Vehicles", American Control Conference (ACC), DOI: 10.23919/ACC50511.2021.9482699, May 2021, pp. 154-159.
BibTeX TR2021-056 PDF- @inproceedings{Vaskov2021may,
- author = {Vaskov, Sean and Quirynen, Rien and Berntorp, Karl},
- title = {Cornering Stiffness Adaptive, Stochastic Nonlinear Model Predictive Control for Vehicles},
- booktitle = {American Control Conference (ACC)},
- year = 2021,
- pages = {154--159},
- month = may,
- doi = {10.23919/ACC50511.2021.9482699},
- url = {https://www.merl.com/publications/TR2021-056}
- }
- Lin, C., Ma, Y., Sels, D., "Optimal Control for Quantum Metrology via Pontryagin's principle", Physical Review, DOI: 10.1103/PhysRevA.103.052607, Vol. 103, No. 5, pp. 052607, May 2021.
BibTeX TR2021-067 PDF- @article{Lin2021may,
- author = {Lin, Chungwei and Ma, Yanting and Sels, Dries},
- title = {Optimal Control for Quantum Metrology via Pontryagin's principle},
- journal = {Physical Review},
- year = 2021,
- volume = 103,
- number = 5,
- pages = 052607,
- month = may,
- doi = {10.1103/PhysRevA.103.052607},
- url = {https://www.merl.com/publications/TR2021-067}
- }
- 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}
- }
- 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}
- }
- Ma, R., Komatsuszaki, Y., Benosman, M., Yamanaka, K., Shinjo, S., "A New Frontier for Power Amplifier enabled by Machine Learning", Microwave Journal, No. 4, pp. 22-32, April 2021.
BibTeX TR2021-030 PDF- @article{Ma2021apr,
- author = {Ma, Rui and Komatsuszaki, Yuji and Benosman, Mouhacine and Yamanaka, Koji and Shinjo, Shintaro},
- title = {A New Frontier for Power Amplifier enabled by Machine Learning},
- journal = {Microwave Journal},
- year = 2021,
- number = 4,
- pages = {22--32},
- month = apr,
- issn = {0192-6225},
- url = {https://www.merl.com/publications/TR2021-030}
- }
- Han, M., Ozdenizci, O., Koike-Akino, T., Wang, Y., Erdogmus, D., "Universal Physiological Representation Learning with Soft-Disentangled Rateless Autoencoders", IEEE Journal of Biomedical and Health Informatics, DOI: 10.1109/JBHI.2021.3062335, Vol. 25, No. 8, pp. 2928-2937, April 2021.
BibTeX TR2021-027 PDF- @article{Han2021apr,
- author = {Han, Mo and Ozdenizci, Ozan and Koike-Akino, Toshiaki and Wang, Ye and Erdogmus, Deniz},
- title = {Universal Physiological Representation Learning with Soft-Disentangled Rateless Autoencoders},
- journal = {IEEE Journal of Biomedical and Health Informatics},
- year = 2021,
- volume = 25,
- number = 8,
- pages = {2928--2937},
- month = apr,
- doi = {10.1109/JBHI.2021.3062335},
- issn = {2168-2208},
- url = {https://www.merl.com/publications/TR2021-027}
- }
- Bergman, David, Huang, Teng, Brooks, Philip, Lodi, Andrea, Raghunathan, Arvind, "JANOS: An Integrated Predictive and Prescriptive Modeling Framework", Tech. Rep. TR2021-025, Mitsubishi Electric Research Laboratories, Cambridge, MA, April 2021.
BibTeX TR2021-025 PDF- @techreport{MERL_TR2021-025,
- author = {Bergman, David; Huang, Teng; Brooks, Philip; Lodi, Andrea; Raghunathan, Arvind},
- title = {JANOS: An Integrated Predictive and Prescriptive Modeling Framework},
- institution = {MERL - Mitsubishi Electric Research Laboratories},
- address = {Cambridge, MA 02139},
- number = {TR2021-025},
- month = apr,
- year = 2021,
- url = {https://www.merl.com/publications/TR2021-025/}
- }
- Sanz-Gorrachategui, I., Pastor-Flores, P., Pajovic, M., Wang, Y., Orlik, P.V., Bernal-Ruiz, C., Bono-Nuez, A., Artal-Sevil, J.S., "Remaining Useful Life Estimation for LFP Cells in Second Life Applications", IEEE Transactions on Instrumentation and Measurement, DOI: 10.1109/TIM.2021.3055791, Vol. 70, pp. 1-10, March 2021.
BibTeX TR2021-023 PDF- @article{Sanz-Gorrachategui2021mar,
- author = {Sanz-Gorrachategui, Ivan and Pastor-Flores, Pablo and Pajovic, Milutin and Wang, Ye and Orlik, Philip V. and Bernal-Ruiz, Carlos and Bono-Nuez, Antonio and Artal-Sevil, Jesús Sergio},
- title = {Remaining Useful Life Estimation for LFP Cells in Second Life Applications},
- journal = {IEEE Transactions on Instrumentation and Measurement},
- year = 2021,
- volume = 70,
- pages = {1--10},
- month = mar,
- doi = {10.1109/TIM.2021.3055791},
- issn = {1557-9662},
- url = {https://www.merl.com/publications/TR2021-023}
- }
- Kadu, A., Mansour, H., Boufounos, P.T., "High-Contrast Reflection Tomography with Total-Variation Constraints", IEEE Transactions on Computational Imaging, DOI: 10.1109/TCI.2020.3038171, Vol. 6, pp. 1523-1536, March 2021.
BibTeX TR2021-013 PDF- @article{Kadu2021mar,
- author = {Kadu, Ajinkya and Mansour, Hassan and Boufounos, Petros T.},
- title = {High-Contrast Reflection Tomography with Total-Variation Constraints},
- journal = {IEEE Transactions on Computational Imaging},
- year = 2021,
- volume = 6,
- pages = {1523--1536},
- month = mar,
- doi = {10.1109/TCI.2020.3038171},
- url = {https://www.merl.com/publications/TR2021-013}
- }