- Sahin, Y.E., Quirynen, R., Di Cairano, S., "Autonomous Vehicle Decision-Making and Monitoring based on Signal Temporal Logic and Mixed-Integer Programming", American Control Conference (ACC), DOI: 10.23919/ACC45564.2020.9147917, July 2020.
BibTeX TR2020-095 PDF- @inproceedings{Sahin2020jul,
- author = {Sahin, Yunus Emre and Quirynen, Rien and {Di Cairano}, Stefano},
- title = {{Autonomous Vehicle Decision-Making and Monitoring based on Signal Temporal Logic and Mixed-Integer Programming}},
- booktitle = {American Control Conference (ACC)},
- year = 2020,
- month = jul,
- doi = {10.23919/ACC45564.2020.9147917},
- url = {https://www.merl.com/publications/TR2020-095}
- }
- Vijayshankar, S., Nabi, S., Chakrabarty, A., Grover, P., Benosman, M., "Dynamic Mode Decomposition and Robust Estimation: Case Study of a 2D Turbulent Boussinesq Flow", American Control Conference (ACC), DOI: 10.23919/ACC45564.2020.9147823, July 2020, pp. 2351-2356.
BibTeX TR2020-091 PDF- @inproceedings{Vijayshankar2020jul,
- author = {Vijayshankar, Sanjana and Nabi, Saleh and Chakrabarty, Ankush and Grover, Piyush and Benosman, Mouhacine},
- title = {{Dynamic Mode Decomposition and Robust Estimation: Case Study of a 2D Turbulent Boussinesq Flow}},
- booktitle = {American Control Conference (ACC)},
- year = 2020,
- pages = {2351--2356},
- month = jul,
- publisher = {IEEE},
- doi = {10.23919/ACC45564.2020.9147823},
- issn = {2378-5861},
- isbn = {978-1-5386-8266-1},
- url = {https://www.merl.com/publications/TR2020-091}
- }
- Romero, O., Benosman, M., "Continuous-Time Optimization of Time-Varying Cost Functions via Finite-Time Stability with Pre-Defined Convergence Time", American Control Conference (ACC), June 2020.
BibTeX TR2020-085 PDF- @inproceedings{Romero2020jun,
- author = {Romero, Orlando and Benosman, Mouhacine},
- title = {{Continuous-Time Optimization of Time-Varying Cost Functions via Finite-Time Stability with Pre-Defined Convergence Time}},
- booktitle = {American Control Conference (ACC)},
- year = 2020,
- month = jun,
- url = {https://www.merl.com/publications/TR2020-085}
- }
- Romero, O., Benosman, M., "Time-Varying Continuous-Time Optimization with Pre-Defined Finite-Time Stability", International Journal of Control, DOI: 10.1080/00207179.2020.1756415, pp. 1-18, June 2020.
BibTeX TR2020-088 PDF- @article{Romero2020jun2,
- author = {Romero, Orlando and Benosman, Mouhacine},
- title = {{Time-Varying Continuous-Time Optimization with Pre-Defined Finite-Time Stability}},
- journal = {International Journal of Control},
- year = 2020,
- pages = {1--18},
- month = jun,
- doi = {10.1080/00207179.2020.1756415},
- url = {https://www.merl.com/publications/TR2020-088}
- }
- Quirynen, R., Hespanhol, P., "Adjoint-based SQP Method with Block-wise quasi-Newton Jacobian Updates for Nonlinear Optimal Control", Journal of Optimization Methods and Software, DOI: 10.1080/10556788.2019.1653869, June 2020.
BibTeX TR2020-086 PDF- @article{Quirynen2020jun,
- author = {Quirynen, Rien and Hespanhol, Pedro},
- title = {{Adjoint-based SQP Method with Block-wise quasi-Newton Jacobian Updates for Nonlinear Optimal Control}},
- journal = {Journal of Optimization Methods and Software},
- year = 2020,
- month = jun,
- doi = {10.1080/10556788.2019.1653869},
- url = {https://www.merl.com/publications/TR2020-086}
- }
- Kalabic, U., Grover, P., Aeron, S., "Optimization-based incentivization and control scheme for autonomous traffic", IEEE Intelligent Vehicle Symposium, DOI: 10.1109/IV47402.2020.9304641, June 2020.
BibTeX TR2020-079 PDF- @inproceedings{Kalabic2020jun,
- author = {Kalabic, Uros and Grover, Piyush and Aeron, Shuchin},
- title = {{Optimization-based incentivization and control scheme for autonomous traffic}},
- booktitle = {IEEE Intelligent Vehicle Symposium},
- year = 2020,
- month = jun,
- doi = {10.1109/IV47402.2020.9304641},
- url = {https://www.merl.com/publications/TR2020-079}
- }
- Koike-Akino, T., Wang, Y., "Stochastic Bottleneck: Rateless Auto-Encoder for Flexible Dimensionality Reduction", IEEE International Symposium on Information Theory (ISIT), DOI: 10.1109/ISIT44484.2020.9174523, June 2020.
BibTeX TR2020-075 PDF Video Presentation- @inproceedings{Koike-Akino2020jun,
- author = {Koike-Akino, Toshiaki and Wang, Ye},
- title = {{Stochastic Bottleneck: Rateless Auto-Encoder for Flexible Dimensionality Reduction}},
- booktitle = {IEEE International Symposium on Information Theory (ISIT)},
- year = 2020,
- month = jun,
- publisher = {IEEE},
- doi = {10.1109/ISIT44484.2020.9174523},
- issn = {2157-8117},
- isbn = {978-1-7281-6432-8},
- url = {https://www.merl.com/publications/TR2020-075}
- }
- Benosman, M., Chakrabarty, A., Borggaard, J., "Reinforcement Learning-based Model Reduction for Partial Differential Equations", World Congress of the International Federation of Automatic Control (IFAC), Rolf Findeisen and Sandra Hirche and Klaus Janschek and Martin Mönnigmann, Eds., DOI: 10.1016/j.ifacol.2020.12.1515, June 2020, pp. 7704-7709.
BibTeX TR2020-076 PDF- @inproceedings{Benosman2020jun,
- author = {Benosman, Mouhacine and Chakrabarty, Ankush and Borggaard, Jeff},
- title = {{Reinforcement Learning-based Model Reduction for Partial Differential Equations}},
- booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
- year = 2020,
- editor = {Rolf Findeisen and Sandra Hirche and Klaus Janschek and Martin Mönnigmann},
- pages = {7704--7709},
- month = jun,
- publisher = {Elsevier},
- doi = {10.1016/j.ifacol.2020.12.1515},
- url = {https://www.merl.com/publications/TR2020-076}
- }
- Kim, K.J., Liu, H., Lei, H., Ding, Z., Orlik, P.V., Poor, H.V., "A dCDD-Based Transmit Diversity for NOMA Systems", IEEE International Conference on Communications (ICC), June 2020, pp. 1-7.
BibTeX TR2020-070 PDF Video- @inproceedings{Kim2020jun,
- author = {Kim, Kyeong Jin and Liu, Hongwu and Lei, Hongjiang and Ding, Zhiguo and Orlik, Philip V. and Poor, H. Vincent},
- title = {{A dCDD-Based Transmit Diversity for NOMA Systems}},
- booktitle = {IEEE International Conference on Communications (ICC)},
- year = 2020,
- pages = {1--7},
- month = jun,
- publisher = {IEEE},
- url = {https://www.merl.com/publications/TR2020-070}
- }
- Xia, Y., Wang, P., Berntorp, K., Mansour, H., Boufounos, P.T., Orlik, P.V., "Extended Object Tracking Using Hierarchical Truncation Model With Partial-View Measurements", IEEE Sensor Array & Multichannel Signal Processing Workshop (SAM), DOI: 10.1109/SAM48682.2020.9104388, June 2020.
BibTeX TR2020-069 PDF- @inproceedings{Xia2020jun,
- author = {Xia, Yuxuan and Wang, Pu and Berntorp, Karl and Mansour, Hassan and Boufounos, Petros T. and Orlik, Philip V.},
- title = {{Extended Object Tracking Using Hierarchical Truncation Model With Partial-View Measurements}},
- booktitle = {IEEE Sensor Array \& Multichannel Signal Processing Workshop (SAM)},
- year = 2020,
- month = jun,
- doi = {10.1109/SAM48682.2020.9104388},
- url = {https://www.merl.com/publications/TR2020-069}
- }
- Fujihashi, T., Koike-Akino, T., Watanabe, T., Orlik, P.V., "Overhead Reduction in Graph-Based Point Cloud Delivery", IEEE International Conference on Communications (ICC), DOI: 10.1109/ICC40277.2020.9148650, 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,
- publisher = {IEEE},
- doi = {10.1109/ICC40277.2020.9148650},
- issn = {1938-1883},
- isbn = {978-1-7281-5089-5},
- 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- @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, 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., 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, Salomón 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}
- }