- Pervej, M.F., Guo, J., Kim, K.J., Parsons, K., Orlik, P.V., Di Cairano, S., Menner, M., Berntorp, K., Nagai, Y., Dai, H., "Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles", IEEE Intelligent Vehicles Symposium (IV), June 2022.
BibTeX TR2022-079 PDF- @inproceedings{Pervej2022jun,
- author = {Pervej, Md Ferdous and Guo, Jianlin and Kim, Kyeong Jin and Parsons, Kieran and Orlik, Philip V. and {Di Cairano}, Stefano and Menner, Marcel and Berntorp, Karl and Nagai, Yukimasa and Dai, Huaiyu},
- title = {{Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles}},
- booktitle = {IEEE Intelligent Vehicles Symposium (IV)},
- year = 2022,
- month = jun,
- url = {https://www.merl.com/publications/TR2022-079}
- }
- Nabi, S., Caulfield, C.-C., "Airflow Optimization to Prevent Transmission of COVID-19", International Conference on Building Energy and Environment (COBEE), May 2022.
BibTeX TR2022-077 PDF- @inproceedings{Nabi2022may,
- author = {Nabi, Saleh and Caulfield, Colm-Cille},
- title = {{Airflow Optimization to Prevent Transmission of COVID-19}},
- booktitle = {International Conference on Building Energy and Environment (COBEE)},
- year = 2022,
- month = may,
- url = {https://www.merl.com/publications/TR2022-077}
- }
- Mowlavi, S., Benosman, M., Nabi, S., "Reinforcement Learning State Estimation for High-Dimensional Nonlinear Systems", International Conference on Learning Representations (ICLR) Workshop, April 2022.
BibTeX TR2022-042 PDF- @inproceedings{Mowlavi2022apr,
- author = {Mowlavi, Saviz and Benosman, Mouhacine and Nabi, Saleh},
- title = {{Reinforcement Learning State Estimation for High-Dimensional Nonlinear Systems}},
- booktitle = {International Conference on Learning Representations (ICLR) Workshop},
- year = 2022,
- month = apr,
- url = {https://www.merl.com/publications/TR2022-042}
- }
- Nabi, Saleh, Grover, Piyush, Caulfield, Colm-cille, "Robust preconditioned one-shot methods and direct-adjoint-looping for optimising Reynolds-averaged turbulent flows", Tech. Rep. TR2022-031, Mitsubishi Electric Research Laboratories, Cambridge, MA, March 2022.
BibTeX TR2022-031 PDF- @techreport{MERL_TR2022-031,
- author = {Nabi, Saleh; Grover, Piyush; Caulfield, Colm-cille},
- title = {Robust preconditioned one-shot methods and direct-adjoint-looping for optimising Reynolds-averaged turbulent flows},
- institution = {MERL - Mitsubishi Electric Research Laboratories},
- address = {Cambridge, MA 02139},
- number = {TR2022-031},
- month = mar,
- year = 2022,
- url = {https://www.merl.com/publications/TR2022-031/}
- }
- Vijayshankar, S., Chakrabarty, A., Grover, P., Nabi, S., "Co-Design of Reduced-Order Models and Observers from Thermo-Fluid Data", IFAC Journal of Systems and Control, DOI: 10.1016/j.ifacsc.2021.100181, Vol. 19, pp. 100181, January 2022.
BibTeX TR2022-009 PDF- @article{Vijayshankar2022jan,
- author = {Vijayshankar, Sanjana and Chakrabarty, Ankush and Grover, Piyush and Nabi, Saleh},
- title = {{Co-Design of Reduced-Order Models and Observers from Thermo-Fluid Data}},
- journal = {IFAC Journal of Systems and Control},
- year = 2022,
- volume = 19,
- pages = 100181,
- month = jan,
- doi = {10.1016/j.ifacsc.2021.100181},
- url = {https://www.merl.com/publications/TR2022-009}
- }
- Berntorp, K., Chakrabarty, A., Di Cairano, S., "Vehicle Rollover Avoidance by Parameter-Adaptive Reference Governor", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/CDC45484.2021.9683770, December 2021, pp. 635-640.
BibTeX TR2021-151 PDF- @inproceedings{Berntorp2021dec,
- author = {Berntorp, Karl and Chakrabarty, Ankush and {Di Cairano}, Stefano},
- title = {{Vehicle Rollover Avoidance by Parameter-Adaptive Reference Governor}},
- booktitle = {IEEE Conference on Decision and Control (CDC)},
- year = 2021,
- pages = {635--640},
- month = dec,
- doi = {10.1109/CDC45484.2021.9683770},
- url = {https://www.merl.com/publications/TR2021-151}
- }
- Quirynen, R., Di Cairano, S., "Sequential Quadratic Programming Algorithm for Real-Time Mixed-Integer Nonlinear MPC", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/CDC45484.2021.9683714, December 2021, pp. 993-999.
BibTeX TR2021-147 PDF- @inproceedings{Quirynen2021dec,
- author = {Quirynen, Rien and {Di Cairano}, Stefano},
- title = {{Sequential Quadratic Programming Algorithm for Real-Time Mixed-Integer Nonlinear MPC}},
- booktitle = {IEEE Conference on Decision and Control (CDC)},
- year = 2021,
- pages = {993--999},
- month = dec,
- doi = {10.1109/CDC45484.2021.9683714},
- url = {https://www.merl.com/publications/TR2021-147}
- }
- Vinod, A.P., Weiss, A., Di Cairano, S., "Abort-safe spacecraft rendezvous under stochastic actuation and navigation uncertainty", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/CDC45484.2021.9683322, December 2021, pp. 6620-6625.
BibTeX TR2021-148 PDF- @inproceedings{Vinod2021dec,
- author = {Vinod, Abraham P. and Weiss, Avishai and {Di Cairano}, Stefano},
- title = {{Abort-safe spacecraft rendezvous under stochastic actuation and navigation uncertainty}},
- booktitle = {IEEE Conference on Decision and Control (CDC)},
- year = 2021,
- pages = {6620--6625},
- month = dec,
- doi = {10.1109/CDC45484.2021.9683322},
- url = {https://www.merl.com/publications/TR2021-148}
- }
- Bonzanini, A.D., Mesbah, A., Di Cairano, S., "On the Stability Properties of Perception-aware Chance-constrained MPC in Uncertain Environments", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/CDC45484.2021.9682990, December 2021.
BibTeX TR2021-145 PDF- @inproceedings{Bonzanini2021dec,
- author = {Bonzanini, Angelo Domenico and Mesbah, Ali and {Di Cairano}, Stefano},
- title = {{On the Stability Properties of Perception-aware Chance-constrained MPC in Uncertain Environments}},
- booktitle = {IEEE Conference on Decision and Control (CDC)},
- year = 2021,
- month = dec,
- doi = {10.1109/CDC45484.2021.9682990},
- url = {https://www.merl.com/publications/TR2021-145}
- }
- Johnson, R.S., Di Cairano, S., Sanfelice, R., "Parameter Estimation using Hybrid Gradient Descent", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/CDC45484.2021.9682794, December 2021.
BibTeX TR2021-146 PDF- @inproceedings{Johnson2021dec,
- author = {Johnson, Ryan S. and {Di Cairano}, Stefano and Sanfelice, Ricardo},
- title = {{Parameter Estimation using Hybrid Gradient Descent}},
- booktitle = {IEEE Conference on Decision and Control (CDC)},
- year = 2021,
- month = dec,
- doi = {10.1109/CDC45484.2021.9682794},
- url = {https://www.merl.com/publications/TR2021-146}
- }
- Wang, B., Zhou, L., Miyoshi, M., Inoue, H., Kanemaru, M., "Quantification of Induction Motor Bearing Fault Severity based on Modified Winding Function Theory", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.23919/ICEMS52562.2021.9634328, November 2021, pp. 944-948.
BibTeX TR2021-139 PDF- @inproceedings{Wang2021nov3,
- author = {Wang, Bingnan and Zhou, Lei and Miyoshi, Masahito and Inoue, hiroshi and Kanemaru, Makoto},
- title = {{Quantification of Induction Motor Bearing Fault Severity based on Modified Winding Function Theory}},
- booktitle = {2021 24th International Conference on Electrical Machines and Systems (ICEMS)},
- year = 2021,
- pages = {944--948},
- month = nov,
- publisher = {IEEE},
- doi = {10.23919/ICEMS52562.2021.9634328},
- url = {https://www.merl.com/publications/TR2021-139}
- }
- Yao, G., WANG, P., Berntorp, K., Mansour, H., Boufounos, P.T., Orlik, P.V., "Extended Object Tracking with Spatial Model Adaptation Using Automotive Radar", International Conference on Information Fusion (FUSION), November 2021, pp. 1-8.
BibTeX TR2021-138 PDF- @inproceedings{Yao2021nov,
- author = {{{Yao, Gang and WANG, PU and Berntorp, Karl and Mansour, Hassan and Boufounos, Petros T. and Orlik, Philip V.}}},
- title = {{{Extended Object Tracking with Spatial Model Adaptation Using Automotive Radar}}},
- booktitle = {International Conference on Information Fusion (FUSION)},
- year = 2021,
- pages = {1--8},
- month = nov,
- isbn = {978-1-6654-1427-2},
- url = {https://www.merl.com/publications/TR2021-138}
- }
- 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}
- }
- 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}
- }
- 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}
- }
- Quirynen, R., Berntorp, K., "Uncertainty Propagation by Linear Regression Kalman Filters for Stochastic NMPC", IFAC Conference on Nonlinear Model Predictive Control, DOI: 10.1016/j.ifacol.2021.08.527, July 2021, pp. 76-82.
BibTeX TR2021-084 PDF- @inproceedings{Quirynen2021jul,
- author = {Quirynen, Rien and Berntorp, Karl},
- title = {{Uncertainty Propagation by Linear Regression Kalman Filters for Stochastic NMPC}},
- booktitle = {IFAC Conference on Nonlinear Model Predictive Control},
- year = 2021,
- pages = {76--82},
- month = jul,
- doi = {10.1016/j.ifacol.2021.08.527},
- url = {https://www.merl.com/publications/TR2021-084}
- }
- Berntorp, K., Quirynen, R., Vaskov, S., "Joint Tire-Stiffness and Vehicle-Inertial Parameter Estimation for Improved Predictive Control", American Control Conference (ACC), DOI: 10.23919/ACC50511.2021.9482635, May 2021, pp. 186-191.
BibTeX TR2021-060 PDF- @inproceedings{Berntorp2021may2,
- author = {Berntorp, Karl and Quirynen, Rien and Vaskov, Sean},
- title = {{Joint Tire-Stiffness and Vehicle-Inertial Parameter Estimation for Improved Predictive Control}},
- booktitle = {American Control Conference (ACC)},
- year = 2021,
- pages = {186--191},
- month = may,
- doi = {10.23919/ACC50511.2021.9482635},
- url = {https://www.merl.com/publications/TR2021-060}
- }
- 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}
- }
- Kalur, A., Nabi, S., Benosman, M., "Robust Adaptive Dynamic Mode Decomposition for Reduce Order Modelling of Partial Differential Equations", American Control Conference (ACC), DOI: 10.23919/ACC50511.2021.9483319, May 2021, pp. 4497-4502.
BibTeX TR2021-059 PDF- @inproceedings{Kalur2021may,
- author = {Kalur, Aniketh and Nabi, Saleh and Benosman, Mouhacine},
- title = {{Robust Adaptive Dynamic Mode Decomposition for Reduce Order Modelling of Partial Differential Equations}},
- booktitle = {American Control Conference (ACC)},
- year = 2021,
- pages = {4497--4502},
- month = may,
- publisher = {IEEE},
- doi = {10.23919/ACC50511.2021.9483319},
- issn = {2378-5861},
- isbn = {978-1-7281-9704-3},
- url = {https://www.merl.com/publications/TR2021-059}
- }
- Chiu, M., Kalabic, U., "Short Paper: Debt Representation in UTXO Blockchains", Financial Cryptography and Data Security, Borisov, Nikita and Diaz, Claudia, Eds., DOI: 10.1007/978-3-662-64331-0_3, February 2021, pp. 57-64.
BibTeX TR2021-014 PDF- @inproceedings{Chiu2021feb,
- author = {Chiu, Michael and Kalabic, Uros},
- title = {{Short Paper: Debt Representation in UTXO Blockchains}},
- booktitle = {Financial Cryptography and Data Security},
- year = 2021,
- editor = {Borisov, Nikita and Diaz, Claudia},
- pages = {57--64},
- month = feb,
- publisher = {Springer},
- doi = {10.1007/978-3-662-64331-0_3},
- url = {https://www.merl.com/publications/TR2021-014}
- }
- 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}
- }
- 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}
- }