Publications

239 / 3,963 publications found.


  •  Quirynen, R., Knyazev, A., Di Cairano, S., "Projected Preconditioning within a Block-Sparse Active-Set Method for MPC", IFAC Conference on Nonlinear Model Predictive Control (NMPC), DOI: 10.1016/​j.ifacol.2018.10.170, August 2018, vol. 51, pp. 28-34.
    BibTeX TR2018-122 PDF
    • @inproceedings{Quirynen2018aug2,
    • author = {Quirynen, Rien and Knyazev, Andrew and {Di Cairano}, Stefano},
    • title = {{Projected Preconditioning within a Block-Sparse Active-Set Method for MPC}},
    • booktitle = {IFAC Conference on Nonlinear Model Predictive Control (NMPC)},
    • year = 2018,
    • volume = 51,
    • number = 20,
    • pages = {28--34},
    • month = aug,
    • publisher = {Elsevier},
    • doi = {10.1016/j.ifacol.2018.10.170},
    • url = {https://www.merl.com/publications/TR2018-122}
    • }
  •  Berntorp, K., Weiss, A., Di Cairano, S., "GNSS Ambiguity Resolution by Adaptive Mixture Kalman Filter", International Conference on Information Fusion (FUSION), DOI: 10.23919/​ICIF.2018.8455617, July 2018.
    BibTeX TR2018-103 PDF
    • @inproceedings{Berntorp2018jul2,
    • author = {Berntorp, Karl and Weiss, Avishai and {Di Cairano}, Stefano},
    • title = {{GNSS Ambiguity Resolution by Adaptive Mixture Kalman Filter}},
    • booktitle = {International Conference on Information Fusion (FUSION)},
    • year = 2018,
    • month = jul,
    • doi = {10.23919/ICIF.2018.8455617},
    • url = {https://www.merl.com/publications/TR2018-103}
    • }
  •  Danielson, C., Di Cairano, S., "Reduced Complexity Control Design for Symmetric LPV Systems," Tech. Rep. TR2018-050, Mitsibishi Electric Research Laboratories, July 2018.
    BibTeX TR2018-050 PDF
    • @techreport{Danielson2018jul,
    • author = {Danielson, Claus and {Di Cairano}, Stefano},
    • title = {{Reduced Complexity Control Design for Symmetric LPV Systems}},
    • journal = {arXiv},
    • year = 2018,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-050}
    • }
  •  Di Cairano, S., Goldsmith, A., Kalabić, U., Bortoff, S.A., "Cascaded Reference Governor-MPC for Motion Control of Two-Stage Manufacturing Machines", IEEE Transactions on Control Systems Technology, DOI: 10.1109/​TCST.2018.2847627, July 2018.
    BibTeX TR2018-083 PDF
    • @article{DiCairano2018jul,
    • author = {{Di Cairano}, S. and Goldsmith, A. and Kalabić, U. and Bortoff, S.A.},
    • title = {{Cascaded Reference Governor-MPC for Motion Control of Two-Stage Manufacturing Machines}},
    • journal = {IEEE Transactions on Control Systems Technology},
    • year = 2018,
    • month = jul,
    • doi = {10.1109/TCST.2018.2847627},
    • url = {https://www.merl.com/publications/TR2018-083}
    • }
  •  Ahn, H., Berntorp, K., Di Cairano, S., "Reachability-based Decision Making for City Driving", American Control Conference (ACC), DOI: 10.23919/​ACC.2018.8431819, June 2018, pp. 3203-3208.
    BibTeX TR2018-091 PDF
    • @inproceedings{Ahn2018jun,
    • author = {Ahn, Heejin and Berntorp, Karl and {Di Cairano}, Stefano},
    • title = {{Reachability-based Decision Making for City Driving}},
    • booktitle = {American Control Conference (ACC)},
    • year = 2018,
    • pages = {3203--3208},
    • month = jun,
    • doi = {10.23919/ACC.2018.8431819},
    • url = {https://www.merl.com/publications/TR2018-091}
    • }
  •  Berntorp, K., Di Cairano, S., "Approximate Noise-Adaptive Filtering Using Student-t Distributions", American Control Conference (ACC), DOI: 10.23919/​ACC.2018.8430902, June 2018, pp. 2745-2750.
    BibTeX TR2018-088 PDF
    • @inproceedings{Berntorp2018jun2,
    • author = {Berntorp, Karl and {Di Cairano}, Stefano},
    • title = {{Approximate Noise-Adaptive Filtering Using Student-t Distributions}},
    • booktitle = {American Control Conference (ACC)},
    • year = 2018,
    • pages = {2745--2750},
    • month = jun,
    • doi = {10.23919/ACC.2018.8430902},
    • url = {https://www.merl.com/publications/TR2018-088}
    • }
  •  Berntorp, K., Di Cairano, S., "Offset and Noise Estimation of Automotive-Grade Sensors Using Adaptive Particle Filtering", American Control Conference (ACC), DOI: 10.23919/​ACC.2018.8430835, June 2018, pp. 4745-4750.
    BibTeX TR2018-092 PDF
    • @inproceedings{Berntorp2018jun,
    • author = {Berntorp, Karl and {Di Cairano}, Stefano},
    • title = {{Offset and Noise Estimation of Automotive-Grade Sensors Using Adaptive Particle Filtering}},
    • booktitle = {American Control Conference (ACC)},
    • year = 2018,
    • pages = {4745--4750},
    • month = jun,
    • doi = {10.23919/ACC.2018.8430835},
    • url = {https://www.merl.com/publications/TR2018-092}
    • }
  •  Caverly, R., Di Cairano, S., Weiss, A., "Split-Horizon MPC for Coupled Station Keeping, Attitude Control, and Momentum Management of GEO Satellites using Electric Propulsion", American Control Conference (ACC), DOI: 10.23919/​ACC.2018.8431329, June 2018, pp. 652-657.
    BibTeX TR2018-093 PDF
    • @inproceedings{Caverly2018jun,
    • author = {Caverly, Ryan and {Di Cairano}, Stefano and Weiss, Avishai},
    • title = {{Split-Horizon MPC for Coupled Station Keeping, Attitude Control, and Momentum Management of GEO Satellites using Electric Propulsion}},
    • booktitle = {American Control Conference (ACC)},
    • year = 2018,
    • pages = {652--657},
    • month = jun,
    • doi = {10.23919/ACC.2018.8431329},
    • url = {https://www.merl.com/publications/TR2018-093}
    • }
  •  Di Cairano, S., Kolmanovsky, I.V., "Real-time optimization and model predictive control for aerospace and automotive applications", American Control Conference (ACC), DOI: 10.23919/​ACC.2018.8431819, June 2018, pp. 2392-2409.
    BibTeX TR2018-086 PDF
    • @inproceedings{DiCairano2018jun,
    • author = {{Di Cairano}, Stefano and Kolmanovsky, Ilya V.},
    • title = {{Real-time optimization and model predictive control for aerospace and automotive applications}},
    • booktitle = {American Control Conference (ACC)},
    • year = 2018,
    • pages = {2392--2409},
    • month = jun,
    • doi = {10.23919/ACC.2018.8431819},
    • url = {https://www.merl.com/publications/TR2018-086}
    • }
  •  Quirynen, R., Berntorp, K., Di Cairano, S., "Embedded Optimization Algorithms for Steering in Autonomous Vehicles based on Nonlinear Model Predictive Control", American Control Conference (ACC), DOI: 10.23919/​ACC.2018.8431260, June 2018, pp. 3251-3256.
    BibTeX TR2018-089 PDF
    • @inproceedings{Quirynen2018jun2,
    • author = {Quirynen, Rien and Berntorp, Karl and {Di Cairano}, Stefano},
    • title = {{Embedded Optimization Algorithms for Steering in Autonomous Vehicles based on Nonlinear Model Predictive Control}},
    • booktitle = {American Control Conference (ACC)},
    • year = 2018,
    • pages = {3251--3256},
    • month = jun,
    • doi = {10.23919/ACC.2018.8431260},
    • url = {https://www.merl.com/publications/TR2018-089}
    • }
  •  Caverly, R., Di Cairano, S., Weiss, A., "On-Off Quantization of an MPC Policy for Coupled Station Keeping, Attitude Control, and Momentum Management of GEO Satellites", European Control Conference (ECC), DOI: 10.23919/​ECC.2018.8550336, June 2018.
    BibTeX TR2018-078 PDF
    • @inproceedings{Caverly2018jun2,
    • author = {Caverly, Ryan and {Di Cairano}, Stefano and Weiss, Avishai},
    • title = {{On-Off Quantization of an MPC Policy for Coupled Station Keeping, Attitude Control, and Momentum Management of GEO Satellites}},
    • booktitle = {European Control Conference (ECC)},
    • year = 2018,
    • month = jun,
    • doi = {10.23919/ECC.2018.8550336},
    • url = {https://www.merl.com/publications/TR2018-078}
    • }
  •  Kalabić, U., Di Cairano, S., "Inner-Loop Reference Governor Design with an Application to Human-in-the-Loop Control", European Control Conference (ECC), DOI: 10.23919/​ECC.2018.8550423, June 2018, pp. 1021-1026.
    BibTeX TR2018-079 PDF
    • @inproceedings{Kalabic2018jun,
    • author = {Kalabić, Uroš and {Di Cairano}, Stefano},
    • title = {{Inner-Loop Reference Governor Design with an Application to Human-in-the-Loop Control}},
    • booktitle = {European Control Conference (ECC)},
    • year = 2018,
    • pages = {1021--1026},
    • month = jun,
    • doi = {10.23919/ECC.2018.8550423},
    • url = {https://www.merl.com/publications/TR2018-079}
    • }
  •  Malyshev, A., Quirynen, R., Knyazev, A., Di Cairano, S., "A regularized Newton solver for linear model predictive control", European Control Conference (ECC), DOI: 10.23919/​ECC.2018.8550438, June 2018, pp. 1393-1398.
    BibTeX TR2018-080 PDF
    • @inproceedings{Malyshev2018jun,
    • author = {Malyshev, Alexander and Quirynen, Rien and Knyazev, Andrew and {Di Cairano}, Stefano},
    • title = {{A regularized Newton solver for linear model predictive control}},
    • booktitle = {European Control Conference (ECC)},
    • year = 2018,
    • pages = {1393--1398},
    • month = jun,
    • doi = {10.23919/ECC.2018.8550438},
    • url = {https://www.merl.com/publications/TR2018-080}
    • }
  •  Quirynen, R., Knyazev, A., Di Cairano, S., "Block Structured Preconditioning within an Active-Set Method for Real-Time Optimal Control", European Control Conference (ECC), DOI: 10.23919/​ECC.2018.8550316, June 2018, pp. 1154-1159.
    BibTeX TR2018-081 PDF
    • @inproceedings{Quirynen2018jun3,
    • author = {Quirynen, Rien and Knyazev, Andrew and {Di Cairano}, Stefano},
    • title = {{Block Structured Preconditioning within an Active-Set Method for Real-Time Optimal Control}},
    • booktitle = {European Control Conference (ECC)},
    • year = 2018,
    • pages = {1154--1159},
    • month = jun,
    • doi = {10.23919/ECC.2018.8550316},
    • url = {https://www.merl.com/publications/TR2018-081}
    • }
  •  Weiss, A., Kalabić, U., Di Cairano, S., "Station keeping and momentum management of low-thrust satellites using MPC", Aerospace Science and Technology, DOI: 10.1016/​j.ast.2018.02.014, Vol. 76, pp. 229-241, May 2018.
    BibTeX TR2018-048 PDF
    • @article{Weiss2018may,
    • author = {Weiss, Avishai and Kalabić, Uroš and {Di Cairano}, Stefano},
    • title = {{Station keeping and momentum management of low-thrust satellites using MPC}},
    • journal = {Aerospace Science and Technology},
    • year = 2018,
    • volume = 76,
    • pages = {229--241},
    • month = may,
    • publisher = {Elsevier},
    • doi = {10.1016/j.ast.2018.02.014},
    • url = {https://www.merl.com/publications/TR2018-048}
    • }
  •  Mesbah, A., Di Cairano, S., Kolmanovsky, I.V., Stochastic Model Predictive Control, February 2018.
    BibTeX TR2017-217 PDF
    • @book{Mesbah2018feb,
    • author = {Mesbah, Ali and {Di Cairano}, Stefano and Kolmanovsky, Ilya V.},
    • title = {{Stochastic Model Predictive Control}},
    • year = 2018,
    • month = feb,
    • url = {https://www.merl.com/publications/TR2017-217}
    • }
  •  Di Cairano, S., Kolmanovsky, I.V., "Automotive Applications of Model Predictive Control" in Handbook of Model Predictive Control, Raković S. and Levine W., Eds., DOI: 10.1007/​978-3-319-77489-3_21, pp. 493-527, Birkhäuser, February 2018.
    BibTeX TR2018-213 PDF
    • @incollection{DiCairano2018feb,
    • author = {{Di Cairano}, Stefano and Kolmanovsky, Ilya V.},
    • title = {{Automotive Applications of Model Predictive Control}},
    • booktitle = {Handbook of Model Predictive Control},
    • year = 2018,
    • editor = {Raković S. and Levine W.},
    • pages = {493--527},
    • month = feb,
    • publisher = {Birkhäuser},
    • doi = {10.1007/978-3-319-77489-3_21},
    • url = {https://www.merl.com/publications/TR2018-213}
    • }
  •  Berntorp, K., Di Cairano, S., "Tire-Stiffness and Vehicle-State Estimation Based on Noise-Adaptive Particle Filtering", IEEE Transactions on Control Systems Technology, DOI: 10.1109/​TCST.2018.2790397, February 2018.
    BibTeX TR2018-025 PDF
    • @article{Berntorp2018feb2,
    • author = {Berntorp, Karl and {Di Cairano}, Stefano},
    • title = {{Tire-Stiffness and Vehicle-State Estimation Based on Noise-Adaptive Particle Filtering}},
    • journal = {IEEE Transactions on Control Systems Technology},
    • year = 2018,
    • month = feb,
    • doi = {10.1109/TCST.2018.2790397},
    • url = {https://www.merl.com/publications/TR2018-025}
    • }
  •  Burns, D.J., Danielson, C., Di Cairano, S., Laughman, C.R., Bortoff, S.A., "Model Predictive Control of Vapor Compression Systems" in Intelligent Building Control, February 2018.
    BibTeX TR2018-026 PDF
    • @incollection{Burns2018feb,
    • author = {Burns, Daniel J. and Danielson, Claus and {Di Cairano}, Stefano and Laughman, Christopher R. and Bortoff, Scott A.},
    • title = {{Model Predictive Control of Vapor Compression Systems}},
    • booktitle = {Intelligent Building Control},
    • year = 2018,
    • month = feb,
    • url = {https://www.merl.com/publications/TR2018-026}
    • }
  •  Berntorp, K., Weiss, A., Danielson, C., Di Cairano, S., "Automated Driving: Safe Motion Planning Using Positively Invariant Sets", International IEEE Conference on Intelligent Transportation Systems (ITSC), DOI: 10.1109/​ITSC.2017.8317672, October 2017.
    BibTeX TR2017-130 PDF
    • @inproceedings{Berntorp2017oct,
    • author = {Berntorp, Karl and Weiss, Avishai and Danielson, Claus and {Di Cairano}, Stefano},
    • title = {{Automated Driving: Safe Motion Planning Using Positively Invariant Sets}},
    • booktitle = {International IEEE Conference on Intelligent Transportation Systems (ITSC)},
    • year = 2017,
    • month = oct,
    • doi = {10.1109/ITSC.2017.8317672},
    • url = {https://www.merl.com/publications/TR2017-130}
    • }
  •  Kalabić, U., Berntorp, K., Di Cairano, S., "Constraint-Enforcing Controller for Both Autonomous and Assisted Steering", Conference on Control Technology and Applications (CCTA), DOI: 10.1109/​CCTA.2017.8062779, August 2017.
    BibTeX TR2017-135 PDF
    • @inproceedings{Kalabic2017aug,
    • author = {Kalabić, Uroš and Berntorp, Karl and {Di Cairano}, Stefano},
    • title = {{Constraint-Enforcing Controller for Both Autonomous and Assisted Steering}},
    • booktitle = {Conference on Control Technology and Applications (CCTA)},
    • year = 2017,
    • month = aug,
    • doi = {10.1109/CCTA.2017.8062779},
    • url = {https://www.merl.com/publications/TR2017-135}
    • }
  •  Weiss, A., Danielson, C., Berntorp, K., Kolmanovsky, I.V., Di Cairano, S., "Motion Planning with Invariant Set Trees", IEEE Conference on Control Technology and Applications, DOI: 10.1109/​CCTA.2017.8062689, August 2017.
    BibTeX TR2017-128 PDF
    • @inproceedings{Weiss2017aug,
    • author = {Weiss, Avishai and Danielson, Claus and Berntorp, Karl and Kolmanovsky, Ilya V. and {Di Cairano}, Stefano},
    • title = {{Motion Planning with Invariant Set Trees}},
    • booktitle = {IEEE Conference on Control Technology and Applications},
    • year = 2017,
    • month = aug,
    • doi = {10.1109/CCTA.2017.8062689},
    • url = {https://www.merl.com/publications/TR2017-128}
    • }
  •  Zlotnik, D., Di Cairano, S., Weiss, A., "MPC for Coupled Station Keeping, Attitude Control, and Momentum Management of GEO Satellites using On-Off Electric Propulsion", IEEE Conference on Control Technology and Applications, DOI: 10.1109/​CCTA.2017.8062723, August 2017.
    BibTeX TR2017-129 PDF
    • @inproceedings{Zlotnik2017aug,
    • author = {Zlotnik, David and {Di Cairano}, Stefano and Weiss, Avishai},
    • title = {{MPC for Coupled Station Keeping, Attitude Control, and Momentum Management of GEO Satellites using On-Off Electric Propulsion}},
    • booktitle = {IEEE Conference on Control Technology and Applications},
    • year = 2017,
    • month = aug,
    • doi = {10.1109/CCTA.2017.8062723},
    • url = {https://www.merl.com/publications/TR2017-129}
    • }
  •  Berntorp, K., Di Cairano, S., "Particle Gibbs with Ancestor Sampling for Identification of Tire-Friction Parameters", World Congress of the International Federation of Automatic Control (IFAC), DOI: 10.1016/​j.ifacol.2017.08.2585, July 2017, vol. 50, pp. 14849-14854.
    BibTeX TR2017-093 PDF
    • @inproceedings{Berntorp2017jul,
    • author = {Berntorp, Karl and {Di Cairano}, Stefano},
    • title = {{Particle Gibbs with Ancestor Sampling for Identification of Tire-Friction Parameters}},
    • booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
    • year = 2017,
    • volume = 50,
    • number = 1,
    • pages = {14849--14854},
    • month = jul,
    • publisher = {Elsevier},
    • doi = {10.1016/j.ifacol.2017.08.2585},
    • url = {https://www.merl.com/publications/TR2017-093}
    • }
  •  Okamoto, K., Berntorp, K., Di Cairano, S., "Driver Intention-based Vehicle Threat Assessment using Random Forests and Particle Filtering", World Congress of the International Federation of Automatic Control (IFAC), DOI: 10.1016/​j.ifacol.2017.08.2231, July 2017, vol. 50, pp. 13860-13865.
    BibTeX TR2017-090 PDF
    • @inproceedings{Okamoto2017jul,
    • author = {Okamoto, Kazuhide and Berntorp, Karl and {Di Cairano}, Stefano},
    • title = {{Driver Intention-based Vehicle Threat Assessment using Random Forests and Particle Filtering}},
    • booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
    • year = 2017,
    • volume = 50,
    • number = 1,
    • pages = {13860--13865},
    • month = jul,
    • publisher = {Elsevier},
    • doi = {10.1016/j.ifacol.2017.08.2231},
    • url = {https://www.merl.com/publications/TR2017-090}
    • }