Publications

130 / 2,910 publications found.


  •  Fujihashi, T., Koike-Akino, T., Watanabe, T., Orlik, P.V., "Overhead Reduction in Graph-Based Point Cloud Delivery", IEEE International Conference on Communications (ICC), May 2020.
    BibTeX TR2020-061 PDF Video
    • @inproceedings{Fujihashi2020may2,
    • author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi and Orlik, Philip V.},
    • title = {Overhead Reduction in Graph-Based Point Cloud Delivery},
    • booktitle = {IEEE International Conference on Communications (ICC)},
    • year = 2020,
    • month = may,
    • url = {https://www.merl.com/publications/TR2020-061}
    • }
  •  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 Data
    • @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}
    • }
  •  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}
    • }
  •  Ma, Y., Lodhi, M.A., Mansour, H., Boufounos, P.T., Liu, D., "Inverse Multiple Scattering With Phaseless Measurements", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP40776.2020.9053430, April 2020, pp. 1519-1523.
    BibTeX TR2020-041 PDF Video
    • @inproceedings{Ma2020apr,
    • author = {Ma, Yanting and Lodhi, Muhammad Asad and Mansour, Hassan and Boufounos, Petros T. and Liu, Dehong},
    • title = {Inverse Multiple Scattering With Phaseless Measurements},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2020,
    • pages = {1519--1523},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP40776.2020.9053430},
    • issn = {2379-190X},
    • isbn = {978-1-5090-6631-5},
    • url = {https://www.merl.com/publications/TR2020-041}
    • }
  •  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}
    • }
  •  Xie, Y., Liu, D., Mansour, H., Boufounos, P.T., "Robust Parameter Estimation of Contaminated Damped Exponentials", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP40776.2020.9053507, April 2020, pp. 5500-5504.
    BibTeX TR2020-052 PDF Video
    • @inproceedings{Xie2020apr,
    • author = {Xie, Youye and Liu, Dehong and Mansour, Hassan and Boufounos, Petros T.},
    • title = {Robust Parameter Estimation of Contaminated Damped Exponentials},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2020,
    • pages = {5500--5504},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP40776.2020.9053507},
    • issn = {2379-190X},
    • isbn = {978-1-5090-6631-5},
    • url = {https://www.merl.com/publications/TR2020-052}
    • }
  •  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.
    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,
    • month = apr,
    • 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., 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}
    • }
  •  Xu, H., Sun, H., Nikovski, D.N., Kitamura, S., Mori, K., Hashimoto, H., "Deep Reinforcement Learning for Joint Bidding and Pricing of Load Serving Entity", IEEE Transactions on smart grids, DOI: 10.1109/TSG.2019.2903756, Vol. 10, No. 6, pp. 6366-6375, January 2020.
    BibTeX TR2020-003 PDF
    • @article{Xu2020jan,
    • author = {Xu, Hanchen and Sun, Hongbo and Nikovski, Daniel N. and Kitamura, Shoichi and Mori, Kazuyuki and Hashimoto, Hiroyuki},
    • title = {Deep Reinforcement Learning for Joint Bidding and Pricing of Load Serving Entity},
    • journal = {IEEE Transactions on smart grids},
    • year = 2020,
    • volume = 10,
    • number = 6,
    • pages = {6366--6375},
    • month = jan,
    • doi = {10.1109/TSG.2019.2903756},
    • issn = {1949-3061},
    • url = {https://www.merl.com/publications/TR2020-003}
    • }
  •  Poveda, J., Vamvoudakis, K., Benosman, M., "CODES: Cooperative Data-Enabled Extremum Seeking for Multi-Agent Systems", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/CDC40024.2019.9029908, December 2019, pp. 2988-2993.
    BibTeX TR2019-148 PDF
    • @inproceedings{Poveda2019dec,
    • author = {Poveda, Jorge and Vamvoudakis, Kyriakos and Benosman, Mouhacine},
    • title = {CODES: Cooperative Data-Enabled Extremum Seeking for Multi-Agent Systems},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2019,
    • pages = {2988--2993},
    • month = dec,
    • doi = {10.1109/CDC40024.2019.9029908},
    • url = {https://www.merl.com/publications/TR2019-148}
    • }
  •  Wollenstein, S., Sun, C., Zhang, J., Paschalidis, I., "Joint Estimation of OD Demands and Cost Functions in Transportation Networks from Data", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/CDC40024.2019.9029445, December 2019, pp. 5113-5118.
    BibTeX TR2019-144 PDF
    • @inproceedings{Wollenstein2019dec,
    • author = {Wollenstein, SalomoĢn and Sun, Chuangchuang and Zhang, Jing and Paschalidis, Ioannis},
    • title = {Joint Estimation of OD Demands and Cost Functions in Transportation Networks from Data},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2019,
    • pages = {5113--5118},
    • month = dec,
    • doi = {10.1109/CDC40024.2019.9029445},
    • url = {https://www.merl.com/publications/TR2019-144}
    • }
  •  Nabi, S., Grover, P., Caulfield, C., "Nonlinear Optimal Control Strategies for Buoyancy-Driven Flows in the Built Environment", Journal of Computers and Fluids, DOI: 10.1016/j.compfluid.2019.104313, Vol. 194, No. 104313, December 2019.
    BibTeX TR2019-151 PDF
    • @article{Nabi2019dec,
    • author = {Nabi, Saleh and Grover, Piyush and Caulfield, Colm},
    • title = {Nonlinear Optimal Control Strategies for Buoyancy-Driven Flows in the Built Environment},
    • journal = {Journal of Computers and Fluids},
    • year = 2019,
    • volume = 194,
    • number = 104313,
    • month = dec,
    • doi = {10.1016/j.compfluid.2019.104313},
    • url = {https://www.merl.com/publications/TR2019-151}
    • }
  •  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}
    • }
  •  Jha, D., Raghunathan, A., Romeres, D., "QNTRPO: Including Curvature in TRPO", Optimization Foundations for Reinforcement Learning Workshop at NeurIPS, December 2019.
    BibTeX TR2019-154 PDF Software
    • @inproceedings{Jha2019dec,
    • author = {Jha, Devesh and Raghunathan, Arvind and Romeres, Diego},
    • title = {QNTRPO: Including Curvature in TRPO},
    • booktitle = {Optimization Foundations for Reinforcement Learning Workshop at NeurIPS},
    • year = 2019,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2019-154}
    • }
  •  Jha, D., Raghunathan, A., Romeres, D., "Quasi-Newton Trust Region Policy Optimization", Conference on Robot Learning (CoRL), Leslie Pack Kaelbling, Danica Kragic, Komei Sugiura, Eds., October 2019, pp. 945-954.
    BibTeX TR2019-120 PDF Software
    • @inproceedings{Jha2019oct,
    • author = {Jha, Devesh and Raghunathan, Arvind and Romeres, Diego},
    • title = {Quasi-Newton Trust Region Policy Optimization},
    • booktitle = {Conference on Robot Learning (CoRL)},
    • year = 2019,
    • editor = {Leslie Pack Kaelbling, Danica Kragic, Komei Sugiura},
    • pages = {945--954},
    • month = oct,
    • publisher = {Proceedings of Machine Learning Research},
    • url = {https://www.merl.com/publications/TR2019-120}
    • }
  •  Poveda, J., Vamvoudakis, K., Benosman, M., "DEES: A Class of Data-Enabled Robust Feedback Algorithms for Real-Time Optimization", IFAC Nonlinear Control Systems (NOLCOS), September 2019, pp. 670-675.
    BibTeX TR2019-095 PDF
    • @inproceedings{Poveda2019sep,
    • author = {Poveda, Jorge and Vamvoudakis, Kyriakos and Benosman, Mouhacine},
    • title = {DEES: A Class of Data-Enabled Robust Feedback Algorithms for Real-Time Optimization},
    • booktitle = {IFAC Nonlinear Control Systems (NOLCOS)},
    • year = 2019,
    • pages = {670--675},
    • month = sep,
    • url = {https://www.merl.com/publications/TR2019-095}
    • }
  •  Ahn, H., Danielson, C., "Moving Horizon Sensor Selection for Reducing Communication Costs with Applications to Internet of Vehicles", American Control Conference (ACC), July 2019, pp. 1464-1469.
    BibTeX TR2019-066 PDF
    • @inproceedings{Ahn2019jul,
    • author = {Ahn, Heejin and Danielson, Claus},
    • title = {Moving Horizon Sensor Selection for Reducing Communication Costs with Applications to Internet of Vehicles},
    • booktitle = {American Control Conference (ACC)},
    • year = 2019,
    • pages = {1464--1469},
    • month = jul,
    • url = {https://www.merl.com/publications/TR2019-066}
    • }
  •  Hespanhol, P., Quirynen, R., Di Cairano, S., "A Structure Exploiting Branch-and-Bound Algorithm for Mixed-Integer Model Predictive Control", European Control Conference (ECC), DOI: 10.23919/ECC.2019.8796242, June 2019, pp. 2763-2768.
    BibTeX TR2019-050 PDF
    • @inproceedings{Hespanhol2019jun,
    • author = {Hespanhol, Pedro and Quirynen, Rien and Di Cairano, Stefano},
    • title = {A Structure Exploiting Branch-and-Bound Algorithm for Mixed-Integer Model Predictive Control},
    • booktitle = {European Control Conference (ECC)},
    • year = 2019,
    • pages = {2763--2768},
    • month = jun,
    • doi = {10.23919/ECC.2019.8796242},
    • url = {https://www.merl.com/publications/TR2019-050}
    • }
  •  Krupa, P., Danielson, C., Laughman, C.R., Bortoff, S.A., Burns, D.J., Di Cairano, S., Limon, D., "Modelica Implementation of Centralized MPC Controller for a Multi-Zone Heat Pump", European Control Conference (ECC), DOI: 10.23919/ECC.2019.8795616, June 2019, pp. 1784-1789.
    BibTeX TR2019-056 PDF
    • @inproceedings{Krupa2019jun,
    • author = {Krupa, Pablo and Danielson, Claus and Laughman, Christopher R. and Bortoff, Scott A. and Burns, Daniel J. and Di Cairano, Stefano and Limon, Daniel},
    • title = {Modelica Implementation of Centralized MPC Controller for a Multi-Zone Heat Pump},
    • booktitle = {18th European Control Conference (ECC)},
    • year = 2019,
    • pages = {1784--1789},
    • month = jun,
    • doi = {10.23919/ECC.2019.8795616},
    • url = {https://www.merl.com/publications/TR2019-056}
    • }
  •  Brand, M.E., Birch, D.A., "Data-driven freeform irradiance tailoring", OSA Optical Design and Fabrication Congress, , June 2019.
    BibTeX TR2019-043 PDF
    • @inproceedings{Brand2019jun,
    • author = {Brand, Matthew E. and Birch, Daniel A.},
    • title = {Data-driven freeform irradiance tailoring},
    • booktitle = {OSA Optical Design and Fabrication Congress},
    • year = 2019,
    • month = jun,
    • issn = {978-1-943580-60-6},
    • url = {https://www.merl.com/publications/TR2019-043}
    • }
  •  Ploskas, N., Laughman, C.R., Raghunathan, A., Sahinidis, N.V., "Heat Exchanger Circuitry Design by Decision Diagrams", International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, DOI: 10.1007/978-3-030-19212-9_30, June 2019, vol. 11494, pp. 467-471.
    BibTeX TR2019-038 PDF
    • @inproceedings{Ploskas2019jun,
    • author = {Ploskas, Nikolaos and Laughman, Christopher R. and Raghunathan, Arvind and Sahinidis, Nikolaos V.},
    • title = {Heat Exchanger Circuitry Design by Decision Diagrams},
    • booktitle = {International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research},
    • year = 2019,
    • volume = 11494,
    • pages = {467--471},
    • month = jun,
    • doi = {10.1007/978-3-030-19212-9_30},
    • url = {https://www.merl.com/publications/TR2019-038}
    • }
  •  Serra, T., Raghunathan, A., Bergman, D., Hooker, J., Kobori, S., "Last-Mile Scheduling Under Uncertainty", International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, DOI: 10.1007/978-3-030-19212-9_34, June 2019, vol. 11494, pp. 519-528.
    BibTeX TR2019-040 PDF
    • @inproceedings{Serra2019jun,
    • author = {Serra, Thiago and Raghunathan, Arvind and Bergman, David and Hooker, John and Kobori, Shingo},
    • title = {Last-Mile Scheduling Under Uncertainty},
    • booktitle = {International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research},
    • year = 2019,
    • volume = 11494,
    • pages = {519--528},
    • month = jun,
    • doi = {10.1007/978-3-030-19212-9_34},
    • url = {https://www.merl.com/publications/TR2019-040}
    • }
  •  Ma, Y., Guo, J., Wang, Y., Chakrabarty, A., Ahn, H., Orlik, P.V., Lu, C., "Optimal Dynamic Scheduling of Wireless Networked Control Systems", ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS), DOI: 10.1145/3302509.3311040, May 2019, pp. 77-86.
    BibTeX TR2019-022 PDF
    • @inproceedings{Ma2019may,
    • author = {Ma, Yehan and Guo, Jianlin and Wang, Yebin and Chakrabarty, Ankush and Ahn, Heejin and Orlik, Philip V. and Lu, Chenyang},
    • title = {Optimal Dynamic Scheduling of Wireless Networked Control Systems},
    • booktitle = {ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS)},
    • year = 2019,
    • pages = {77--86},
    • month = may,
    • publisher = {ACM},
    • doi = {10.1145/3302509.3311040},
    • url = {https://www.merl.com/publications/TR2019-022}
    • }