- Poveda, J., Benosman, M., Vamvoudakis, K., "Data-Enabled Extremum Seeking: A Cooperative Concurrent Learning-Based Approach", International Journal of Adaptive Control and Signal Processing, December 2020.
BibTeX TR2020-180 PDF- @article{Poveda2020dec,
- author = {Poveda, Jorge and Benosman, Mouhacine and Vamvoudakis, Kyriakos},
- title = {Data-Enabled Extremum Seeking: A Cooperative Concurrent Learning-Based Approach},
- journal = {International Journal of Adaptive Control and Signal Processing},
- year = 2020,
- month = dec,
- url = {https://www.merl.com/publications/TR2020-180}
- }
- Nohra, C.J., Raghunathan, A., Sahinidis, N.V., "Spectral relaxations and branching strategies for global optimization of mixed-integer quadratic programs", SIAM Journal on Optimization, DOI: 10.1137/19M1271762, Vol. 31, No. 1, pp. 142–171, December 2020.
BibTeX TR2020-178 PDF- @article{Nohra2020dec2,
- author = {Nohra, Carlos J. and Raghunathan, Arvind and Sahinidis, Nikolaos V.},
- title = {Spectral relaxations and branching strategies for global optimization of mixed-integer quadratic programs},
- journal = {SIAM Journal on Optimization},
- year = 2020,
- volume = 31,
- number = 1,
- pages = {142–171},
- month = dec,
- doi = {10.1137/19M1271762},
- url = {https://www.merl.com/publications/TR2020-178}
- }
- Goukhshtein, M., Boufounos, P.T., Koike-Akino, T., Draper, S.C., "Distributed Coding of Quantized Random Projections", IEEE Transactions on Signal Processing, DOI: 10.1109/TSP.2020.3029499, Vol. 68, pp. 5924-5939, December 2020.
BibTeX TR2020-157 PDF- @article{Goukhshtein2020dec,
- author = {Goukhshtein, Maxim and Boufounos, Petros T. and Koike-Akino, Toshiaki and Draper, Stark C.},
- title = {Distributed Coding of Quantized Random Projections},
- journal = {IEEE Transactions on Signal Processing},
- year = 2020,
- volume = 68,
- pages = {5924--5939},
- month = dec,
- doi = {10.1109/TSP.2020.3029499},
- issn = {1941-0476},
- url = {https://www.merl.com/publications/TR2020-157}
- }
- Aguilar Marsillach, D., Di Cairano, S., Weiss, A., "Abort-Safe Spacecraft Rendezvous in case of Partial Thrust Failure", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/CDC42340.2020.9303782, December 2020, pp. 1490-1495.
BibTeX TR2020-175 PDF- @inproceedings{AguilarMarsillach2020dec,
- author = {Aguilar Marsillach, Daniel and Di Cairano, Stefano and Weiss, Avishai},
- title = {Abort-Safe Spacecraft Rendezvous in case of Partial Thrust Failure},
- booktitle = {IEEE Conference on Decision and Control (CDC)},
- year = 2020,
- pages = {1490--1495},
- month = dec,
- publisher = {IEEE},
- doi = {10.1109/CDC42340.2020.9303782},
- url = {https://www.merl.com/publications/TR2020-175}
- }
- Matsumine, T., Koike-Akino, T., Wang, Y., "Polar Coding with Chemical Reaction Networks for Molecular Communications", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOBECOM42002.2020.9321980, December 2020.
BibTeX TR2020-160 PDF Video- @inproceedings{Matsumine2020dec,
- author = {Matsumine, Toshiki and Koike-Akino, Toshiaki and Wang, Ye},
- title = {Polar Coding with Chemical Reaction Networks for Molecular Communications},
- booktitle = {IEEE Global Communications Conference (GLOBECOM)},
- year = 2020,
- month = dec,
- publisher = {IEEE},
- doi = {10.1109/GLOBECOM42002.2020.9321980},
- issn = {2576-6813},
- isbn = {978-1-7281-8298-8},
- url = {https://www.merl.com/publications/TR2020-160}
- }
- Anantharaman, R., Ma, Y., Gowda, S., Laughman, C.R., Shah, V., Edelman, A., Rackauckas, C., "Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks", Advances in Neural Information Processing Systems (NeurIPS), December 2020.
BibTeX TR2020-169 PDF- @inproceedings{Anantharaman2020dec,
- author = {Anantharaman, Ranjan and Ma, Yingbo and Gowda, Shashi and Laughman, Christopher R. and Shah, Viral and Edelman, Alan and Rackauckas, Chris},
- title = {Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks},
- booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
- year = 2020,
- month = dec,
- url = {https://www.merl.com/publications/TR2020-169}
- }
- Kim, K.J., Liu, H., Yeoh, P.L., Orlik, P.V., Poor, H.V., "Backhaul Reliability Analysis on Cluster-Based Transmit Diversity Schemes in Private Networks", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOBECOM42002.2020.9322178, December 2020.
BibTeX TR2020-170 PDF- @inproceedings{Kim2020dec,
- author = {Kim, Kyeong Jin and Liu, Hongwu and Yeoh, Phee Lep and Orlik, Philip V. and Poor, H. Vincent},
- title = {Backhaul Reliability Analysis on Cluster-Based Transmit Diversity Schemes in Private Networks},
- booktitle = {IEEE Global Communications Conference (GLOBECOM)},
- year = 2020,
- month = dec,
- doi = {10.1109/GLOBECOM42002.2020.9322178},
- url = {https://www.merl.com/publications/TR2020-170}
- }
- Caverly, R., Di Cairano, S., Weiss, A., "Electric Satellite Station Keeping, Attitude Control, and Momentum Management by MPC", IEEE Transactions on Control Systems Technology, DOI: 10.1109/TCST.2020.3014601, Vol. 29, No. 4, pp. 1475-1489, December 2020.
BibTeX TR2020-153 PDF- @article{Caverly2020dec,
- author = {Caverly, Ryan and Di Cairano, Stefano and Weiss, Avishai},
- title = {Electric Satellite Station Keeping, Attitude Control, and Momentum Management by MPC},
- journal = {IEEE Transactions on Control Systems Technology},
- year = 2020,
- volume = 29,
- number = 4,
- pages = {1475--1489},
- month = dec,
- doi = {10.1109/TCST.2020.3014601},
- issn = {1063-6536},
- url = {https://www.merl.com/publications/TR2020-153}
- }
- Chakrabarty, A., Raghunathan, A., Di Cairano, S., Danielson, C., "Active Learning for Estimating Reachable Sets for Systems with Unknown Dynamics", IEEE Transactions on Cybernetics, DOI: 10.1109/TCYB.2020.3000966, December 2020.
BibTeX TR2020-164 PDF- @article{Chakrabarty2020dec,
- author = {Chakrabarty, Ankush and Raghunathan, Arvind and Di Cairano, Stefano and Danielson, Claus},
- title = {Active Learning for Estimating Reachable Sets for Systems with Unknown Dynamics},
- journal = {IEEE Transactions on Cybernetics},
- year = 2020,
- month = dec,
- doi = {10.1109/TCYB.2020.3000966},
- url = {https://www.merl.com/publications/TR2020-164}
- }
- Talreja, V., Koike-Akino, T., Wang, Y., Millar, D.S., Kojima, K., Parsons, K., "End-to-End Deep Learning for Phase Noise-Robust Multi-Dimensional Geometric Shaping", European Conference on Optical Communication (ECOC), DOI: 10.1109/ECOC48923.2020.9333382, November 2020.
BibTeX TR2020-155 PDF Video- @inproceedings{Talreja2020nov,
- author = {Talreja, Veeru and Koike-Akino, Toshiaki and Wang, Ye and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
- title = {End-to-End Deep Learning for Phase Noise-Robust Multi-Dimensional Geometric Shaping},
- booktitle = {European Conference on Optical Communication (ECOC)},
- year = 2020,
- month = nov,
- publisher = {IEEE},
- doi = {10.1109/ECOC48923.2020.9333382},
- isbn = {978-1-7281-7361-0},
- url = {https://www.merl.com/publications/TR2020-155}
- }
- Xiao, D., Sun, H., Nikovski, D.N., Shoichi, K., Mori, K., Hashimoto, H., "CVaR-constrained Stochastic Bidding Strategy for a Virtual Power Plant with Mobile Energy Storages", IEEE PES Innovative Smart Grid Technologies Conference - Europe (ISGT Europe), DOI: 10.1109/ISGT-Europe47291.2020.9248799, November 2020, pp. 1171-1175.
BibTeX TR2020-142 PDF- @inproceedings{Xiao2020nov,
- author = {Xiao, Dongliang and Sun, Hongbo and Nikovski, Daniel N. and Shoichi, Kitamura and Mori, Kazuyuki and Hashimoto, Hiroyuki},
- title = {CVaR-constrained Stochastic Bidding Strategy for a Virtual Power Plant with Mobile Energy Storages},
- booktitle = {IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe)},
- year = 2020,
- pages = {1171--1175},
- month = nov,
- doi = {10.1109/ISGT-Europe47291.2020.9248799},
- url = {https://www.merl.com/publications/TR2020-142}
- }
- Liang, J., Di Cairano, S., Quirynen, R., "Early Termination of Convex QP Solvers in Mixed-Integer Programming for Real-Time Decision Making", L-CSS with ACC 2021 Option, DOI: 10.1109/LCSYS.2020.3038677, Vol. 5, No. 4, pp. 1417-1422, November 2020.
BibTeX TR2020-152 PDF Video- @article{Liang2020nov,
- author = {Liang, Jiaming and Di Cairano, Stefano and Quirynen, Rien},
- title = {Early Termination of Convex QP Solvers in Mixed-Integer Programming for Real-Time Decision Making},
- journal = {L-CSS with ACC 2021 Option},
- year = 2020,
- volume = 5,
- number = 4,
- pages = {1417--1422},
- month = nov,
- doi = {10.1109/LCSYS.2020.3038677},
- url = {https://www.merl.com/publications/TR2020-152}
- }
- Liu, D., Sugawara, R., Orlik, P.V., "EMI reduction in PWM inverters using adaptive frequency modulation carriers", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.23919/ICEMS50442.2020.9291046, November 2020.
BibTeX TR2020-150 PDF Video- @inproceedings{Liu2020nov,
- author = {Liu, Dehong and Sugawara, Retsu and Orlik, Philip V.},
- title = {EMI reduction in PWM inverters using adaptive frequency modulation carriers},
- booktitle = {23rd International Conference on Electrical Machines and Systems (ICEMS)},
- year = 2020,
- month = nov,
- publisher = {IEEE},
- doi = {10.23919/ICEMS50442.2020.9291046},
- issn = {2642-5513},
- url = {https://www.merl.com/publications/TR2020-150}
- }
- Atalar, O., Millar, D.S., Wang, P., Koike-Akino, T., Kojima, K., Orlik, P.V., Parsons, K., "Spectrally sparse optical coherence tomography", Optics Express, DOI: 10.1364/OE.409539, Vol. 28, No. 25, pp. 37798-37810, October 2020.
BibTeX TR2020-156 PDF- @article{Atalar2020oct,
- author = {Atalar, Okan and Millar, David S. and Wang, Pu and Koike-Akino, Toshiaki and Kojima, Keisuke and Orlik, Philip V. and Parsons, Kieran},
- title = {Spectrally sparse optical coherence tomography},
- journal = {Optics Express},
- year = 2020,
- volume = 28,
- number = 25,
- pages = {37798--37810},
- month = oct,
- doi = {10.1364/OE.409539},
- url = {https://www.merl.com/publications/TR2020-156}
- }
- Tang, Y., Kojima, K., Koike-Akino, T., Wang, Y., Wu, P., TaherSima, M., Jha, D.K., Parsons, K., Qi, M., "Generative Deep Learning Model for Inverse Design of Integrated Nanophotonic Devices", Lasers and Photonics Reviews, DOI: 10.1002/lpor.202000287, Vol. 2020, pp. 2000287, October 2020.
BibTeX TR2020-135 PDF- @article{Tang2020oct,
- author = {Tang, Yingheng and Kojima, Keisuke and Koike-Akino, Toshiaki and Wang, Ye and Wu, Pengxiang and TaherSima, Mohammad and Jha, Devesh K. and Parsons, Kieran and Qi, Minghao},
- title = {Generative Deep Learning Model for Inverse Design of Integrated Nanophotonic Devices},
- journal = {Lasers and Photonics Reviews},
- year = 2020,
- volume = 2020,
- pages = 2000287,
- month = oct,
- doi = {10.1002/lpor.202000287},
- url = {https://www.merl.com/publications/TR2020-135}
- }
- Quirynen, R., Di Cairano, S., "PRESAS: Block-Structured Preconditioning of Iterative Solvers within a Primal Active-Set Method for fast MPC", Optimal Control Applications & Methods, DOI: 10.1002/oca.2652, Vol. 41, No. 6, pp. 2282-2307, September 2020.
BibTeX TR2020-134 PDF- @article{Quirynen2020sep,
- author = {Quirynen, Rien and Di Cairano, Stefano},
- title = {PRESAS: Block-Structured Preconditioning of Iterative Solvers within a Primal Active-Set Method for fast MPC},
- journal = {Optimal Control Applications \& Methods},
- year = 2020,
- volume = 41,
- number = 6,
- pages = {2282--2307},
- month = sep,
- doi = {10.1002/oca.2652},
- url = {https://www.merl.com/publications/TR2020-134}
- }
- Xia, Y., Wang, P., Berntorp, K., Boufounos, P.T., Orlik, P.V., Svensson, L., Granstrom, K., "Extended Object Tracking with Automotive Radar Using Learned Structural Measurement Model", IEEE Radar Conference (RadarCon), DOI: 10.1109/RadarConf2043947.2020.9266598, September 2020, pp. 1-6.
BibTeX TR2020-131 PDF- @inproceedings{Xia2020sep,
- author = {Xia, Yuxuan and Wang, Pu and Berntorp, Karl and Boufounos, Petros T. and Orlik, Philip V. and Svensson, Lennart and Granstrom, Karl},
- title = {Extended Object Tracking with Automotive Radar Using Learned Structural Measurement Model},
- booktitle = {IEEE Radar Conference (RadarCon)},
- year = 2020,
- pages = {1--6},
- month = sep,
- doi = {10.1109/RadarConf2043947.2020.9266598},
- issn = {2375-5318},
- isbn = {978-1-7281-8943-7},
- url = {https://www.merl.com/publications/TR2020-131}
- }
- Kalabic, U., Chiu, M., "Cap-and-trade scheme for ridesharing", Intelligent Transportation Systems Conference, DOI: 10.1109/ITSC45102.2020.9294268, September 2020, pp. 3182-3187.
BibTeX TR2020-129 PDF- @inproceedings{Kalabic2020sep,
- author = {Kalabic, Uros and Chiu, Michael},
- title = {Cap-and-trade scheme for ridesharing},
- booktitle = {Intelligent Transportation Systems Conference},
- year = 2020,
- pages = {3182--3187},
- month = sep,
- doi = {10.1109/ITSC45102.2020.9294268},
- url = {https://www.merl.com/publications/TR2020-129}
- }
- Kojima, K., Tang, Y., Koike-Akino, T., Wang, Y., Jha, D.K., Parsons, K., TaherSima, M., Sang, F., Klamkin, J., Qi, M., "Inverse Design of Nanophotonic Devices using Deep Neural Networks", Asia Communications and Photonics Conference (ACP), September 2020, pp. Su1A.1.
BibTeX TR2020-130 PDF Video- @inproceedings{Kojima2020sep,
- author = {Kojima, Keisuke and Tang, Yingheng and Koike-Akino, Toshiaki and Wang, Ye and Jha, Devesh K. and Parsons, Kieran and TaherSima, Mohammad and Sang, Fengqiao and Klamkin, Jonathan and Qi, Minghao},
- title = {Inverse Design of Nanophotonic Devices using Deep Neural Networks},
- booktitle = {Asia Communications and Photonics Conference (ACP)},
- year = 2020,
- pages = {Su1A.1},
- month = sep,
- publisher = {Optical Society of America},
- isbn = {978-1-943580-82-8},
- url = {https://www.merl.com/publications/TR2020-130}
- }
- Han, M., Ozdenizci, O., Wang, Y., Koike-Akino, T., Erdogmus, D., "Disentangled Adversarial Autoencoder for Subject-Invariant Physiological Feature Extraction", IEEE Signal Processing Letters, DOI: 10.1109/LSP.2020.3020215, Vol. 27, pp. 1565-1569, September 2020.
BibTeX TR2020-128 PDF- @article{Han2020sep,
- author = {Han, Mo and Ozdenizci, Ozan and Wang, Ye and Koike-Akino, Toshiaki and Erdogmus, Deniz},
- title = {Disentangled Adversarial Autoencoder for Subject-Invariant Physiological Feature Extraction},
- journal = {IEEE Signal Processing Letters},
- year = 2020,
- volume = 27,
- pages = {1565--1569},
- month = sep,
- doi = {10.1109/LSP.2020.3020215},
- issn = {1558-2361},
- url = {https://www.merl.com/publications/TR2020-128}
- }
- Guo, J., Nagai, Y., Sumi, T., Orlik, P.V., Yamauchi, T., "Hybrid CSMA/CA for Sub-1 GHz Frequency Band Coexistence of IEEE 802.11ah and IEEE 802.15.4g", International Workshop on Informatics (IWIN), September 2020.
BibTeX TR2020-127 PDF- @inproceedings{Guo2020sep,
- author = {Guo, Jianlin and Nagai, Yukimasa and Sumi, Takenori and Orlik, Philip V. and Yamauchi, Takahisa},
- title = {Hybrid CSMA/CA for Sub-1 GHz Frequency Band Coexistence of IEEE 802.11ah and IEEE 802.15.4g},
- booktitle = {International Workshop on Informatics (IWIN)},
- year = 2020,
- month = sep,
- url = {https://www.merl.com/publications/TR2020-127}
- }
- Greiff, M., Robertsson, A., Berntorp, K., "MSE-optimal measurement dimension reduction in Gaussian filtering*", Conference on Control Technology and Applications (CCTA), DOI: 10.1109/CCTA41146.2020.9206162, August 2020.
BibTeX TR2020-124 PDF- @inproceedings{Greiff2020aug,
- author = {Greiff, Marcus and Robertsson, Anders and Berntorp, Karl},
- title = {MSE-optimal measurement dimension reduction in Gaussian filtering*},
- booktitle = {Conference on Control Technology and Applications (CCTA)},
- year = 2020,
- month = aug,
- doi = {10.1109/CCTA41146.2020.9206162},
- isbn = {978-1-7281-7141-8},
- url = {https://www.merl.com/publications/TR2020-124}
- }
- Chakrabarty, A., Danielson, C., Wang, Y., "Data-Driven Optimal Tracking with Constrained Approximate Dynamic Programming for Servomotor Systems", IEEE Conference on Control Technology and Applications, DOI: 10.1109/CCTA41146.2020.9206315, August 2020, pp. 352-357.
BibTeX TR2020-116 PDF- @inproceedings{Chakrabarty2020aug,
- author = {Chakrabarty, Ankush and Danielson, Claus and Wang, Yebin},
- title = {Data-Driven Optimal Tracking with Constrained Approximate Dynamic Programming for Servomotor Systems},
- booktitle = {IEEE Conference on Control Technology and Applications},
- year = 2020,
- pages = {352--357},
- month = aug,
- publisher = {IEEE},
- doi = {10.1109/CCTA41146.2020.9206315},
- url = {https://www.merl.com/publications/TR2020-116}
- }
- Romero, O., Benosman, M., "Robust Time-Varying Continuous-Time Optimization with Pre-Defined Finite-Time Stability", World Congress of the International Federation of Automatic Control (IFAC), August 2020.
BibTeX TR2020-120 PDF- @inproceedings{Romero2020aug,
- author = {Romero, Orlando and Benosman, Mouhacine},
- title = {Robust Time-Varying Continuous-Time Optimization with Pre-Defined Finite-Time Stability},
- booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
- year = 2020,
- month = aug,
- url = {https://www.merl.com/publications/TR2020-120}
- }
- Di Cairano, S., Danielson, C., "Indirect Adaptive Model Predictive Control and its Application to Uncertain Linear Systems", International Journal of Robust and Nonlinear Control, DOI: 10.1002/rnc.5166, July 2020.
BibTeX TR2020-115 PDF- @article{DiCairano2020jul,
- author = {Di Cairano, Stefano and Danielson, Claus},
- title = {Indirect Adaptive Model Predictive Control and its Application to Uncertain Linear Systems},
- journal = {International Journal of Robust and Nonlinear Control},
- year = 2020,
- month = jul,
- doi = {10.1002/rnc.5166},
- url = {https://www.merl.com/publications/TR2020-115}
- }