Publications

224 / 3,862 publications found.


  •  Chen, D., Danielson, C., Di Cairano, S., "A Predictive Controller for Drivability and Comfort in Multi-Motor Electric Vehicles", IFAC Modeling, Estimation and Control Conference (MECC), DOI: 10.1016/​j.ifacol.2021.11.245, October 2021, pp. 650-656.
    BibTeX TR2021-133 PDF
    • @inproceedings{Chen2021oct,
    • author = {Chen, Di and Danielson, Claus and {Di Cairano}, Stefano},
    • title = {{A Predictive Controller for Drivability and Comfort in Multi-Motor Electric Vehicles}},
    • booktitle = {IFAC Modeling, Estimation and Control Conference (MECC)},
    • year = 2021,
    • pages = {650--656},
    • month = oct,
    • publisher = {Elsevier},
    • doi = {10.1016/j.ifacol.2021.11.245},
    • url = {https://www.merl.com/publications/TR2021-133}
    • }
  •  Srinivasan, M., Chakrabarty, A., Quirynen, R., yoshikawa, N., Mariyama, T., Di Cairano, S., "Fast Multi-Robot Motion Planning via Imitation Learning of Mixed-Integer Programs", IFAC Modeling, Estimation and Control Conference (MECC), DOI: 10.1016/​j.ifacol.2021.11.237, October 2021, pp. 598-604.
    BibTeX TR2021-134 PDF Video
    • @inproceedings{Srinivasan2021oct,
    • author = {Srinivasan, Mohit and Chakrabarty, Ankush and Quirynen, Rien and yoshikawa, nobuyuki and Mariyama, Toshisada and {Di Cairano}, Stefano},
    • title = {{Fast Multi-Robot Motion Planning via Imitation Learning of Mixed-Integer Programs}},
    • booktitle = {IFAC Modeling, Estimation and Control Conference (MECC)},
    • year = 2021,
    • pages = {598--604},
    • month = oct,
    • doi = {10.1016/j.ifacol.2021.11.237},
    • url = {https://www.merl.com/publications/TR2021-134}
    • }
  •  Menner, M., Di Cairano, S., "Kernel Regression for Energy-Optimal Control of Fully Electric Vehicles", IEEE Vehicle Power and Propulsion Conference, DOI: 10.1109/​VPPC53923.2021.9699361, October 2021, pp. 1-6.
    BibTeX TR2021-132 PDF
    • @inproceedings{Menner2021oct,
    • author = {Menner, Marcel and {Di Cairano}, Stefano},
    • title = {{Kernel Regression for Energy-Optimal Control of Fully Electric Vehicles}},
    • booktitle = {IEEE Vehicle Power and Propulsion Conference},
    • year = 2021,
    • pages = {1--6},
    • month = oct,
    • doi = {10.1109/VPPC53923.2021.9699361},
    • url = {https://www.merl.com/publications/TR2021-132}
    • }
  •  Chakrabarty, A., Quirynen, R., Romeres, D., Di Cairano, S., "Learning Disagreement Regions with Deep Neural Networks to Reduce Practical Complexity of Mixed-Integer MPC", IEEE International Conference on Systems, Man, and Cybernetics, DOI: 10.1109/​SMC52423.2021.9659186, October 2021, pp. 3238-3244.
    BibTeX TR2021-126 PDF Video
    • @inproceedings{Chakrabarty2021oct,
    • author = {Chakrabarty, Ankush and Quirynen, Rien and Romeres, Diego and {Di Cairano}, Stefano},
    • title = {{Learning Disagreement Regions with Deep Neural Networks to Reduce Practical Complexity of Mixed-Integer MPC}},
    • booktitle = {IEEE International Conference on Systems, Man, and Cybernetics},
    • year = 2021,
    • pages = {3238--3244},
    • month = oct,
    • doi = {10.1109/SMC52423.2021.9659186},
    • url = {https://www.merl.com/publications/TR2021-126}
    • }
  •  Ravikumar, S., Quirynen, R., Bhagat, A., Zeino, E., Di Cairano, S., "Mixed-integer Programming for Centralized Coordination of Connected and Automated Vehicles in Dynamic Environment", IEEE Conference on Control Technology and Applications (CCTA), DOI: 10.1109/​CCTA48906.2021.9658675, August 2021, pp. 814-819.
    BibTeX TR2021-089 PDF
    • @inproceedings{Ravikumar2021aug,
    • author = {Ravikumar, Shreejith and Quirynen, Rien and Bhagat, Akshay and Zeino, Eyad and {Di Cairano}, Stefano},
    • title = {{Mixed-integer Programming for Centralized Coordination of Connected and Automated Vehicles in Dynamic Environment}},
    • booktitle = {IEEE Conference on Control Technology and Applications (CCTA)},
    • year = 2021,
    • pages = {814--819},
    • month = aug,
    • doi = {10.1109/CCTA48906.2021.9658675},
    • url = {https://www.merl.com/publications/TR2021-089}
    • }
  •  Greiff, M., Berntorp, K., Di Cairano, S., Kim, K.J., "Mixed-Integer Linear Regression Kalman Filters for GNSS Positioning", IEEE Conference on Control Technology and Applications (CCTA), DOI: 10.1109/​CCTA48906.2021.9659142, August 2021.
    BibTeX TR2021-090 PDF
    • @inproceedings{Greiff2021aug,
    • author = {Greiff, Marcus and Berntorp, Karl and {Di Cairano}, Stefano and Kim, Kyeong Jin},
    • title = {{Mixed-Integer Linear Regression Kalman Filters for GNSS Positioning}},
    • booktitle = {IEEE Conference on Control Technology and Applications (CCTA)},
    • year = 2021,
    • month = aug,
    • doi = {10.1109/CCTA48906.2021.9659142},
    • url = {https://www.merl.com/publications/TR2021-090}
    • }
  •  Menner, M., Berntorp, K., Di Cairano, S., "A Kalman Filter for Online Calibration of Optimal Controllers", IEEE Conference on Control Technology and Applications (CCTA), DOI: 10.1109/​CCTA48906.2021.9658684, August 2021, pp. 441-446.
    BibTeX TR2021-091 PDF
    • @inproceedings{Menner2021aug,
    • author = {Menner, Marcel and Berntorp, Karl and {Di Cairano}, Stefano},
    • title = {{A Kalman Filter for Online Calibration of Optimal Controllers}},
    • booktitle = {IEEE Conference on Control Technology and Applications (CCTA)},
    • year = 2021,
    • pages = {441--446},
    • month = aug,
    • doi = {10.1109/CCTA48906.2021.9658684},
    • url = {https://www.merl.com/publications/TR2021-091}
    • }
  •  Zeng, T., Guo, J., Kim, K.J., Parsons, K., Orlik, P.V., Di Cairano, S., Saad, W., "Multi-Task Federated Learning for Traffic Prediction and Its Application to Route Planning", IEEE Intelligent Vehicles Symposium, July 2021.
    BibTeX TR2021-083 PDF Video
    • @inproceedings{Zeng2021jul,
    • author = {Zeng, Tengchan and Guo, Jianlin and Kim, Kyeong Jin and Parsons, Kieran and Orlik, Philip V. and {Di Cairano}, Stefano and Saad, Walid},
    • title = {{Multi-Task Federated Learning for Traffic Prediction and Its Application to Route Planning}},
    • booktitle = {IEEE Intelligent Vehicles Symposium},
    • year = 2021,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2021-083}
    • }
  •  Aguilar Marsillach, D., Di Cairano, S., Kalabic, U., Weiss, A., "Fail-Safe Spacecraft Rendezvous on Near-Rectilinear Halo Orbits", American Control Conference (ACC), DOI: 10.23919/​ACC50511.2021.9483328, May 2021, pp. 2980-2985.
    BibTeX TR2021-054 PDF
    • @inproceedings{AguilarMarsillach2021may,
    • author = {Aguilar Marsillach, Daniel and {Di Cairano}, Stefano and Kalabic, Uros and Weiss, Avishai},
    • title = {{Fail-Safe Spacecraft Rendezvous on Near-Rectilinear Halo Orbits}},
    • booktitle = {American Control Conference (ACC)},
    • year = 2021,
    • pages = {2980--2985},
    • month = may,
    • publisher = {IEEE},
    • doi = {10.23919/ACC50511.2021.9483328},
    • issn = {2378-5861},
    • isbn = {978-1-6654-4197-1},
    • url = {https://www.merl.com/publications/TR2021-054}
    • }
  •  Berntorp, K., Chakrabarty, A., Di Cairano, S., "Vehicle Center-of-Gravity Height and Dynamics Estimation with Uncertainty Quantification by Marginalized Particle Filter", American Control Conference (ACC), DOI: 10.23919/​ACC50511.2021.9483251, May 2021, pp. 160-165.
    BibTeX TR2021-058 PDF
    • @inproceedings{Berntorp2021may,
    • author = {Berntorp, Karl and Chakrabarty, Ankush and {Di Cairano}, Stefano},
    • title = {{Vehicle Center-of-Gravity Height and Dynamics Estimation with Uncertainty Quantification by Marginalized Particle Filter}},
    • booktitle = {American Control Conference (ACC)},
    • year = 2021,
    • pages = {160--165},
    • month = may,
    • doi = {10.23919/ACC50511.2021.9483251},
    • url = {https://www.merl.com/publications/TR2021-058}
    • }
  •  Bonzanini, A.D., Mesbah, A., Di Cairano, S., "Perception-Aware Chance-Constrained Model Predictive Control for Uncertain Environments", American Control Conference (ACC), DOI: 10.23919/​ACC50511.2021.9483203, May 2021.
    BibTeX TR2021-055 PDF
    • @inproceedings{Bonzanini2021may,
    • author = {Bonzanini, Angelo Domenico and Mesbah, Ali and {Di Cairano}, Stefano},
    • title = {{Perception-Aware Chance-Constrained Model Predictive Control for Uncertain Environments}},
    • booktitle = {American Control Conference (ACC)},
    • year = 2021,
    • month = may,
    • publisher = {IEEE},
    • doi = {10.23919/ACC50511.2021.9483203},
    • url = {https://www.merl.com/publications/TR2021-055}
    • }
  •  Chen, D., Danielson, C., Masahiro, I., "Improving Passenger Comfort by Exploiting Hub Motors in Electric Vehicles: Suspension Modeling", ASME Dynamic Systems and Control Conference (DSCC), DOI: 10.1115/​DSCC2020-3167, January 2021.
    BibTeX TR2021-019 PDF
    • @inproceedings{Chen2021jan,
    • author = {Chen, Di and Danielson, Claus and Masahiro, Iezawa},
    • title = {{Improving Passenger Comfort by Exploiting Hub Motors in Electric Vehicles: Suspension Modeling}},
    • booktitle = {ASME Dynamic Systems and Control Conference (DSCC)},
    • year = 2021,
    • month = jan,
    • doi = {10.1115/DSCC2020-3167},
    • url = {https://www.merl.com/publications/TR2021-019}
    • }
  •  Hayashi, N., Weiss, A., Di Cairano, S., "Model Predictive Control Approach for Autonomous Sun-Synchronous Sub-Recurrent Orbit Control", AIAA SciTech, DOI: 10.2514/​6.2021-1953, January 2021.
    BibTeX TR2021-005 PDF
    • @inproceedings{Hayashi2021jan,
    • author = {Hayashi, Naohiro and Weiss, Avishai and {Di Cairano}, Stefano},
    • title = {{Model Predictive Control Approach for Autonomous Sun-Synchronous Sub-Recurrent Orbit Control}},
    • booktitle = {AIAA SciTech},
    • year = 2021,
    • month = jan,
    • publisher = {AIAA},
    • doi = {10.2514/6.2021-1953},
    • url = {https://www.merl.com/publications/TR2021-005}
    • }
  •  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}
    • }
  •  Ahn, H., Berntorp, K., Di Cairano, S., "Cooperating Modular Goal Selection and Motion Planning for Autonomous Driving", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC42340.2020.9304101, December 2020.
    BibTeX TR2020-168 PDF
    • @inproceedings{Ahn2020dec2,
    • author = {Ahn, Heejin and Berntorp, Karl and {Di Cairano}, Stefano},
    • title = {{Cooperating Modular Goal Selection and Motion Planning for Autonomous Driving}},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2020,
    • month = dec,
    • doi = {10.1109/CDC42340.2020.9304101},
    • url = {https://www.merl.com/publications/TR2020-168}
    • }
  •  Ahn, H., Berntorp, K., Inani, P., Ram, A.J., Di Cairano, S., "Reachability-based Decision Making for Autonomous Driving: Theory and Experiment", IEEE Transactions on Control Systems Technology, DOI: 10.1109/​TCST.2020.3022721, December 2020.
    BibTeX TR2020-165 PDF
    • @article{Ahn2020dec,
    • author = {Ahn, Heejin and Berntorp, Karl and Inani, Pranav and Ram, Arjun Jagdish and {Di Cairano}, Stefano},
    • title = {{Reachability-based Decision Making for Autonomous Driving: Theory and Experiment}},
    • journal = {IEEE Transactions on Control Systems Technology},
    • year = 2020,
    • month = dec,
    • doi = {10.1109/TCST.2020.3022721},
    • url = {https://www.merl.com/publications/TR2020-165}
    • }
  •  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}
    • }
  •  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}
    • }
  •  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}
    • }
  •  Samad, T., Di Cairano, S., Fagiano, L., Odgaard, P., Rhinehart, R., Bortoff, S.A., "Industry Engagement with Control Research: Perspective and Messages", Annual Reviews In Control, Vol. 49, pp. 1-14, August 2020.
    BibTeX TR2020-119 PDF
    • @article{Samad2020aug,
    • author = {Samad, Tariq and {Di Cairano}, Stefano and Fagiano, Lorenzo and Odgaard, Peter and Rhinehart, Russel and Bortoff, Scott A.},
    • title = {{Industry Engagement with Control Research: Perspective and Messages}},
    • journal = {Annual Reviews In Control},
    • year = 2020,
    • volume = 49,
    • pages = {1--14},
    • month = aug,
    • url = {https://www.merl.com/publications/TR2020-119}
    • }
  •  Danielson, C., Berntorp, K., Weiss, A., Di Cairano, S., "Robust Motion-Planning for Uncertain Systems with Disturbances using the Invariant-Set Motion-Planner", IEEE Transactions on Automatic Control, DOI: 10.1109/​TAC.2020.3008126, Vol. 65, No. 10, pp. 4456-4463, July 2020.
    BibTeX TR2021-038 PDF
    • @article{Danielson2020jul,
    • author = {Danielson, Claus and Berntorp, Karl and Weiss, Avishai and {Di Cairano}, Stefano},
    • title = {{Robust Motion-Planning for Uncertain Systems with Disturbances using the Invariant-Set Motion-Planner}},
    • journal = {IEEE Transactions on Automatic Control},
    • year = 2020,
    • volume = 65,
    • number = 10,
    • pages = {4456--4463},
    • month = jul,
    • doi = {10.1109/TAC.2020.3008126},
    • url = {https://www.merl.com/publications/TR2021-038}
    • }
  •  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}
    • }
  •  Menner, M., Berntorp, K., Di Cairano, S., "Inverse Learning for Data-driven Calibration of Model-based Statistical Path Planning", Transactions on Intelligent Vehicles, DOI: 10.1109/​TIV.2020.3000323, July 2020.
    BibTeX TR2020-106 PDF
    • @article{Menner2020jul,
    • author = {Menner, Marcel and Berntorp, Karl and {Di Cairano}, Stefano},
    • title = {{Inverse Learning for Data-driven Calibration of Model-based Statistical Path Planning}},
    • journal = {Transactions on Intelligent Vehicles},
    • year = 2020,
    • month = jul,
    • doi = {10.1109/TIV.2020.3000323},
    • url = {https://www.merl.com/publications/TR2020-106}
    • }
  •  Quirynen, R., Feng, X., Di Cairano, S., "Inexact Adjoint-based SQP Algorithm for Real-Time Stochastic Nonlinear MPC", World Congress of the International Federation of Automatic Control (IFAC), Rolf Findeisen and Sandra Hirche and Klaus Janschek and Martin Mönnigmann, Eds., July 2020, pp. 6529-6535.
    BibTeX TR2020-103 PDF
    • @inproceedings{Quirynen2020jul2,
    • author = {Quirynen, Rien and Feng, Xuhui and {Di Cairano}, Stefano},
    • title = {{Inexact Adjoint-based SQP Algorithm for Real-Time Stochastic Nonlinear MPC}},
    • 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 = {6529--6535},
    • month = jul,
    • publisher = {Elsevier},
    • url = {https://www.merl.com/publications/TR2020-103}
    • }