- 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}
- }
- Liu, D., Chen, S., Boufounos, P.T., "Graph-Based Array Signal Denoising for Perturbed Synthetic Aperture Radar", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 2020, pp. 1881-1884.
BibTeX TR2020-114 PDF Video- @inproceedings{Liu2020jul,
- author = {Liu, Dehong and Chen, Siheng and Boufounos, Petros T.},
- title = {{Graph-Based Array Signal Denoising for Perturbed Synthetic Aperture Radar}},
- booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},
- year = 2020,
- pages = {1881--1884},
- month = jul,
- isbn = {978-1-7281-6374-1},
- url = {https://www.merl.com/publications/TR2020-114}
- }
- Xu, X., Dhifallah, O., Mansour, H., Boufounos, P.T., Orlik, P.V., "Robust 3D Tomographic Imaging of the Ionospheric Electron Density", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), DOI: 10.1109/IGARSS39084.2020.9324189, July 2020, pp. 437-440.
BibTeX TR2020-113 PDF- @inproceedings{Xu2020jul,
- author = {Xu, Xiaojian and Dhifallah, Oussama and Mansour, Hassan and Boufounos, Petros T. and Orlik, Philip V.},
- title = {{Robust 3D Tomographic Imaging of the Ionospheric Electron Density}},
- booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},
- year = 2020,
- pages = {437--440},
- month = jul,
- publisher = {IEEE},
- doi = {10.1109/IGARSS39084.2020.9324189},
- url = {https://www.merl.com/publications/TR2020-113}
- }
- Chakrabarty, A., Jha, D.K., Buzzard, G.T., Wang, Y., Vamvoudakis, K., "Safe Approximate Dynamic Programming via Kernelized Lipschitz Estimation", IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2020.2978805, July 2020.
BibTeX TR2020-108 PDF- @article{Chakrabarty2020jul2,
- author = {Chakrabarty, Ankush and Jha, Devesh K. and Buzzard, Gregery T. and Wang, Yebin and Vamvoudakis, Kyriakos},
- title = {{Safe Approximate Dynamic Programming via Kernelized Lipschitz Estimation}},
- journal = {IEEE Transactions on Neural Networks and Learning Systems},
- year = 2020,
- month = jul,
- doi = {10.1109/TNNLS.2020.2978805},
- url = {https://www.merl.com/publications/TR2020-108}
- }
- Romero, O., Benosman, M., "Finite-Time Convergence in Continuous-Time Optimization", International Conference on Machine Learning (ICML), July 2020.
BibTeX TR2020-100 PDF- @inproceedings{Romero2020jul,
- author = {Romero, Orlando and Benosman, Mouhacine},
- title = {{Finite-Time Convergence in Continuous-Time Optimization}},
- booktitle = {International Conference on Machine Learning},
- year = 2020,
- month = jul,
- url = {https://www.merl.com/publications/TR2020-100}
- }