Journal Articles
|
2022
|
Fonken S. J. M.; Ramaswamy K. R.; P M J Van den Hof A scalable multi-step least squares method for network identification with unknown disturbance topology Journal Article Automatica, 141 (110295), 2022. Links | BibTeX @article{Fonken&etal_Autom:22,
title = {A scalable multi-step least squares method for network identification with unknown disturbance topology},
author = {Fonken S. J. M. and Ramaswamy K. R. and P M J Van den Hof},
url = {https://doi.org/10.1016/j.automatica.2022.110295},
year = {2022},
date = {2022-07-01},
journal = {Automatica},
volume = {141},
number = {110295},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
S Shi; X Cheng; P M J Van den Hof Generic identifiability of subnetworks in a linear dynamic network: the full measurement case Journal Article Automatica, 137 (110093), 2022. Links | BibTeX @article{Shi&etal_Autom:22,
title = {Generic identifiability of subnetworks in a linear dynamic network: the full measurement case},
author = {S Shi and X Cheng and P M J Van den Hof},
url = {https://doi.org/10.1016/j.automatica.2021.110093},
year = {2022},
date = {2022-03-01},
journal = {Automatica},
volume = {137},
number = {110093},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
X Cheng; S Shi; P M J Van den Hof Allocation of excitation signals for generic identifiability of linear dynamic networks Journal Article IEEE Trans. Automatic Control, 67 (2), pp. 592-705, 2022. Links | BibTeX @article{Cheng&etal_TAC:22,
title = {Allocation of excitation signals for generic identifiability of linear dynamic networks},
author = {X Cheng and S Shi and P M J Van den Hof},
url = {https://arxiv.org/abs/1910.04525
https://doi.org/10.1109/TAC.2021.3053540},
year = {2022},
date = {2022-02-01},
journal = {IEEE Trans. Automatic Control},
volume = {67},
number = {2},
pages = {592-705},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
T M V Steentjes; M Lazar; P M J Van den Hof On data-driven control: informativity of noisy input-output data with cross-covariance bounds Journal Article IEEE Control Systems Letters (L-CSS), 6 , pp. 2192-2197, 2022. Links | BibTeX @article{Steentjes&etal_LCSS:22,
title = {On data-driven control: informativity of noisy input-output data with cross-covariance bounds},
author = {T M V Steentjes and M Lazar and P M J Van den Hof},
url = {https://arxiv.org/abs/2111.14193},
doi = {10.1109/LCSYS.2021.3139526},
year = {2022},
date = {2022-01-12},
journal = {IEEE Control Systems Letters (L-CSS)},
volume = {6},
pages = {2192-2197},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Dreef H. J.; Shi S.; Cheng X.; Donkers M. C. F.; P M J Van den Hof Excitation allocation for generic identifiability of linear dynamic networks with fixed modules Journal Article IEEE Control Systems Letters (L-CSS), 6 , pp. 2587-2592, 2022. Links | BibTeX @article{Dreef&etal_LCSS:22,
title = {Excitation allocation for generic identifiability of linear dynamic networks with fixed modules},
author = {Dreef H. J. and Shi S. and Cheng X. and Donkers M. C. F. and P M J Van den Hof},
url = {https://arxiv.org/abs/2201.09095},
doi = {10.1109/LCSYS.2022.3171172},
year = {2022},
date = {2022-01-01},
journal = {IEEE Control Systems Letters (L-CSS)},
volume = {6},
pages = {2587-2592},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2021
|
K R Ramaswamy; P M J Van den Hof A local direct method for module identification in dynamic networks with correlated noise Journal Article IEEE Trans. Automatic Control, 66 (11), pp. 5237-5252, 2021. Links | BibTeX @article{Ramaswamy&etal_TAC:21,
title = {A local direct method for module identification in dynamic networks with correlated noise},
author = {K R Ramaswamy and P M J Van den Hof},
url = {https://arxiv.org/abs/1908.00976},
year = {2021},
date = {2021-11-01},
journal = {IEEE Trans. Automatic Control},
volume = {66},
number = {11},
pages = {5237-5252},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
K R Ramaswamy; G Bottegal; P M J Van den Hof Learning linear models in a dynamic network using regularized kernel-based methods Journal Article Automatica, 129 (109591), 2021. Links | BibTeX @article{Ramaswamy&etal_Autom:21b,
title = {Learning linear models in a dynamic network using regularized kernel-based methods},
author = {K R Ramaswamy and G Bottegal and P M J Van den Hof},
doi = {10.1016/j.automatica.2021.109591},
year = {2021},
date = {2021-07-01},
journal = {Automatica},
volume = {129},
number = {109591},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
T R V Steentjes; M Lazar; P M J Van den Hof Scalable distributed H2 controller synthesis for interconnected linear discrete-time systems Journal Article IFAC-PapersOnLine, 54-9 , pp. 66-71, 2021, (Proc. 24th Intern. Symposium MTNS, Cambridge, UK). Links | BibTeX @article{Steentjes&etal_MTNS:21,
title = {Scalable distributed H2 controller synthesis for interconnected linear discrete-time systems},
author = {T R V Steentjes and M Lazar and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Steentjes&etal_MTNS2021.pdf},
year = {2021},
date = {2021-01-01},
journal = {IFAC-PapersOnLine},
volume = {54-9},
pages = {66-71},
note = {Proc. 24th Intern. Symposium MTNS, Cambridge, UK},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
H J Dreef; M C F Donkers; P M J Van den Hof Identifiability of linear dynamic networks through switching modules Journal Article IFAC-PapersOnLine, 54-7 , pp. 37-42, 2021, (Proc. 19th IFAC Symposium on System Identification - Learning Models for Decision and Control). Links | BibTeX @article{Dreef&Donkers&VandenHof_ifac:21,
title = {Identifiability of linear dynamic networks through switching modules},
author = {H J Dreef and M C F Donkers and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Dreef&etal_IFAC2021.pdf},
year = {2021},
date = {2021-01-01},
journal = {IFAC-PapersOnLine},
volume = {54-7},
pages = {37-42},
note = {Proc. 19th IFAC Symposium on System Identification - Learning Models for Decision and Control},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
T R V Steentjes; P M J Van den Hof; M Lazar Handling unmeasured disturbances in data-driven distributed control with virtual reference feedback tuning Journal Article IFAC-PapersOnLine, 54-7 , pp. 204-209, 2021, (Proc. 19th IFAC Symposium on System Identification - Learning Models for Decision and Control). Links | BibTeX @article{Steentjes&VandenHof&Lazar_ifac:21,
title = {Handling unmeasured disturbances in data-driven distributed control with virtual reference feedback tuning},
author = {T R V Steentjes and P M J Van den Hof and M Lazar},
url = {http://publications.pvandenhof.nl/Paperfiles/Steentjes&etal_IFAC2021.pdf},
year = {2021},
date = {2021-01-01},
journal = {IFAC-PapersOnLine},
volume = {54-7},
pages = {204-209},
note = {Proc. 19th IFAC Symposium on System Identification - Learning Models for Decision and Control},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
P M J Van den Hof; K R Ramaswamy Learning local models in dynamic networks Journal Article Proc. Machine Learning Research, 144 , pp. 176-188, 2021. Links | BibTeX @article{VandenHof&Ramaswamy_L4DC:21,
title = {Learning local models in dynamic networks},
author = {P M J Van den Hof and K R Ramaswamy},
url = {http://publications.pvandenhof.nl/Paperfiles/VandenHof&Ramaswamy_L4DC21.pdf},
year = {2021},
date = {2021-01-01},
journal = {Proc. Machine Learning Research},
volume = {144},
pages = {176-188},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2020
|
R J C van Esch; S Shi; A Bernas; Zinger Z.; A P Aldenkamp; P M J Van den Hof A Bayesian method for inference of effective connectivity in brain networks for detecting the Mozart effect Journal Article Computers in Biology and Medicine, 2020. Links | BibTeX @article{vanEsch&etal:20,
title = {A Bayesian method for inference of effective connectivity in brain networks for detecting the Mozart effect},
author = {R J C van Esch and S Shi and A Bernas and Zinger Z. and A P Aldenkamp and P M J Van den Hof},
doi = {10.1016/j.compbiomed.2020.104055},
year = {2020},
date = {2020-10-15},
journal = {Computers in Biology and Medicine},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
H H M Weerts; J Linder; M Enqvist; P M J Van den Hof Abstractions of linear dynamic networks for input selection in local module identification Journal Article Automatica, 117 (108975), 2020. Links | BibTeX @article{Weerts&etal_Autom:2020,
title = {Abstractions of linear dynamic networks for input selection in local module identification},
author = {H H M Weerts and J Linder and M Enqvist and P M J Van den Hof},
url = {https://arxiv.org/abs/1901.00348},
doi = {10.1016/j.automatica.2020.108975},
year = {2020},
date = {2020-07-01},
journal = {Automatica},
volume = {117 },
number = {108975},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
S Shi; X Cheng; P M J Van den Hof Excitation allocation for generic identifiability of a single module in dynamic networks: A graphic approach Journal Article IFAC-PapersOnLine, 53-2 , pp. 40-45, 2020, (Proc. 21st IFAC World Congress, Berlin, Germany). Links | BibTeX @article{Shi&Cheng&VandenHof_ifac:20,
title = {Excitation allocation for generic identifiability of a single module in dynamic networks: A graphic approach},
author = {S Shi and X Cheng and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Shi&etal_IFAC2020.pdf},
year = {2020},
date = {2020-01-01},
journal = {IFAC-PapersOnLine},
volume = {53-2},
pages = {40-45},
note = {Proc. 21st IFAC World Congress, Berlin, Germany},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
S Fonken; M Ferizbegovic; H Hjalmarsson Consistent identification of dynamic networks subject to white noise using weighted null-space fitting Journal Article IFAC-PapersOnLine, 53-2 , pp. 46-51, 2020, (Proc. 21st IFAC World Congress, Berlin, Germany). Links | BibTeX @article{Fonken&Ferizbgovic&Hjalmarsson_ifac:20,
title = {Consistent identification of dynamic networks subject to white noise using weighted null-space fitting},
author = {S Fonken and M Ferizbegovic and H Hjalmarsson},
url = {http://publications.pvandenhof.nl/Paperfiles/Fonken&etal_IFAC2020.pdf},
year = {2020},
date = {2020-01-01},
journal = {IFAC-PapersOnLine},
volume = {53-2},
pages = {46-51},
note = {Proc. 21st IFAC World Congress, Berlin, Germany},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2018
|
H H M Weerts; P M J Van den Hof; A G Dankers Prediction error identification of linear dynamic networks with rank-reduced noise Journal Article Automatica, 98 , pp. 256-268, 2018. Links | BibTeX @article{Weerts&etal_Autom_RR:18,
title = {Prediction error identification of linear dynamic networks with rank-reduced noise},
author = {H H M Weerts and P M J Van den Hof and A G Dankers},
url = {https://arxiv.org/abs/1711.06369},
doi = {10.1016/j.automatica.2018.09.033},
year = {2018},
date = {2018-12-01},
journal = {Automatica},
volume = {98},
pages = {256-268},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
N Everitt; G Bottegal; H Hjalmarsson An emperical Bayes approach to identification of modules in dynamic networks Journal Article Automatica, 91 , pp. 144-151, 2018. Links | BibTeX @article{Everitt&Bottegal&Hjalmarsson_Autom:18,
title = {An emperical Bayes approach to identification of modules in dynamic networks},
author = {N Everitt and G Bottegal and H Hjalmarsson},
url = {https://arxiv.org/abs/1705.01337},
doi = {10.1016/j.automatica.2018.01.011},
year = {2018},
date = {2018-05-01},
journal = {Automatica},
volume = {91},
pages = {144-151},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
H H M Weerts; P M J Van den Hof; A G Dankers Identifiability of linear dynamic networks Journal Article Automatica, 89 , pp. 247-258, 2018. Links | BibTeX @article{Weerts&etal_Autom:18,
title = {Identifiability of linear dynamic networks},
author = {H H M Weerts and P M J Van den Hof and A G Dankers},
url = {https://arxiv.org/abs/1609.00864},
doi = {10.1016/j.automatica.2017.12.013},
year = {2018},
date = {2018-03-01},
journal = {Automatica},
volume = {89},
pages = {247-258},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
P M J Van den Hof; A G Dankers; Weerts H H M Identification in dynamic networks Journal Article Computers & Chemical Engineering, 109 , pp. 23-29, 2018. Links | BibTeX @article{VandenHof&etal_CACE:18,
title = {Identification in dynamic networks},
author = {P M J Van den Hof and A G Dankers and Weerts H H M},
url = {https://arxiv.org/abs/1710.08865},
doi = {10.1016/j.compchemeng.2017.10.005},
year = {2018},
date = {2018-01-01},
journal = {Computers & Chemical Engineering},
volume = {109},
pages = {23-29},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
H H M Weerts; M Galrinho; G Bottegal; H Hjalmarsson; P M J Van den Hof A sequential least squares algorithm for ARMAX dynamic network identification Journal Article IFAC-PapersOnLine, 51-15 , pp. 844-849, 2018, (Proc. 18th IFAC Symp. System Identification). Links | BibTeX @article{Weerts&etal_IFAC:18,
title = {A sequential least squares algorithm for ARMAX dynamic network identification},
author = {H H M Weerts and M Galrinho and G Bottegal and H Hjalmarsson and P M J Van den Hof},
doi = {10.1016/j.ifacol.2018.09.119},
year = {2018},
date = {2018-01-01},
journal = {IFAC-PapersOnLine},
volume = {51-15},
pages = {844-849},
note = {Proc. 18th IFAC Symp. System Identification},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
G Bottegal; A Chiuso; P M J Van den Hof On dynamic network modeling of stationary multivariate processes Journal Article IFAC-PapersOnLine, 51-15 , pp. 850-861, 2018, (Proc. 18th IFAC Symp. System Identification). Links | BibTeX @article{Bottegal&etal_IFAC:18,
title = {On dynamic network modeling of stationary multivariate processes},
author = {G Bottegal and A Chiuso and P M J Van den Hof},
doi = {10.1016/j.ifacol.2018.09.118},
year = {2018},
date = {2018-01-01},
journal = {IFAC-PapersOnLine},
volume = {51-15},
pages = {850-861},
note = {Proc. 18th IFAC Symp. System Identification},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
E M M Kivits; P M J Van den Hof On representations of linear dynamic networks Journal Article IFAC-PapersOnLine, 51-15 , pp. 838-843, 2018, (Proc. 18th IFAC Symp. System Identification). Links | BibTeX @article{Kivits&VandenHof_IFAC:18,
title = {On representations of linear dynamic networks},
author = {E M M Kivits and P M J Van den Hof},
doi = {10.1016/j.ifacol.2018.09.120},
year = {2018},
date = {2018-01-01},
journal = {IFAC-PapersOnLine},
volume = {51-15},
pages = {838-843},
note = {Proc. 18th IFAC Symp. System Identification},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
M Schoukens; P M J Van den Hof Detecting nonlinear modules in a dynamic network: a step-by-step procedure Journal Article IFAC-PapersOnLine, 51-15 , pp. 593-597, 2018, (Proc. 18th IFAC Symp. System Identification). Links | BibTeX @article{Schoukens&VandenHof_IFAC:18,
title = {Detecting nonlinear modules in a dynamic network: a step-by-step procedure},
author = {M Schoukens and P M J Van den Hof},
doi = {10.1016/j.ifacol.2018.09.224},
year = {2018},
date = {2018-01-01},
journal = {IFAC-PapersOnLine},
volume = {51-15},
pages = {593-597},
note = {Proc. 18th IFAC Symp. System Identification},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
T R V Steentjes; M Lazar; P M J Van den Hof A recursive estimation approach to distributed identification of large-scale multi-input single output FIR systems Journal Article IFAC-PapersOnLine, 51-23 , pp. 236-241, 2018, (Proc. 7th IFAC Workshop on Distributed Estimation and Control in Networked Systems). Links | BibTeX @article{Steentjes&etal_IFAC:18,
title = {A recursive estimation approach to distributed identification of large-scale multi-input single output FIR systems},
author = {T R V Steentjes and M Lazar and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Steentjes&etal_NECSYS18.pdf},
doi = {10.1016/j.ifacol.2018.12.041},
year = {2018},
date = {2018-01-01},
journal = {IFAC-PapersOnLine},
volume = {51-23},
pages = {236-241},
note = {Proc. 7th IFAC Workshop on Distributed Estimation and Control in Networked Systems},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
PhD Theses
|
2022
|
K R Ramaswamy A guide to learning modules in a dynamic network PhD Thesis Eindhoven University of Technology, 2022. Links | BibTeX @phdthesis{Ramaswamy_diss,
title = {A guide to learning modules in a dynamic network},
author = {K R Ramaswamy},
url = {http://www.publications.pvandenhof.nl/Theses/Ramaswamy_PhDThesis_2022.pdf},
year = {2022},
date = {2022-01-01},
school = {Eindhoven University of Technology},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
|
2021
|
S Shi Topological aspects of linear dynamic networks: identifiability and identification PhD Thesis Eindhoven University of Technology, 2021. Links | BibTeX @phdthesis{Shi_diss,
title = {Topological aspects of linear dynamic networks: identifiability and identification},
author = {S Shi},
url = {http://www.publications.pvandenhof.nl/Theses/Shi_PhDThesis_2021.pdf},
year = {2021},
date = {2021-01-01},
school = {Eindhoven University of Technology},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
|
Inproceedings
|
2021
|
T R V Steentjes; M Lazar; P M J Van den Hof H_infinity performance analysis an distributed controller synthesis for
interconnected linear systems from noisy input-state data Inproceedings Proc. 60th IEEE Conf. on Decision and Control (CDC), pp. 3723-3728, IEEE Austin, Texas, 2021. Links | BibTeX @inproceedings{Steentjes&etal_CDC:21,
title = {H_infinity performance analysis an distributed controller synthesis for
interconnected linear systems from noisy input-state data},
author = {T R V Steentjes and M Lazar and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Steentjes&etal_CDC2021.pdf},
year = {2021},
date = {2021-01-01},
booktitle = {Proc. 60th IEEE Conf. on Decision and Control (CDC)},
pages = {3723-3728},
address = {Austin, Texas},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
V C Rajagopal; K R Ramaswamy; P M J Van den Hof Learning local modules in dynamic networks without prior topology
information Inproceedings Proc. 60th IEEE Conf. on Decision and Control (CDC), pp. 840-845, IEEE Austin, Texas, 2021. Links | BibTeX @inproceedings{Rajagopal&etal_CDC:21,
title = {Learning local modules in dynamic networks without prior topology
information},
author = {V C Rajagopal and K R Ramaswamy and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Rajagopal&etal_CDC2021.pdf},
year = {2021},
date = {2021-01-01},
booktitle = {Proc. 60th IEEE Conf. on Decision and Control (CDC)},
pages = {840-845},
address = {Austin, Texas},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
S Shi; X Cheng; P M J Van den Hof Exploiting unmeasured disturbance signals in identifiability of linear
dynamic networks with partial measurement and partial excitation Inproceedings Prepr. 19th IFAC Symposium on System Identification - Learning Models for Decision and Control, pp. 264-267, Padova, Italy, 2021, (Extended abstract). Links | BibTeX @inproceedings{Shi&Cheng&VandenHof_ifac:21,
title = {Exploiting unmeasured disturbance signals in identifiability of linear
dynamic networks with partial measurement and partial excitation},
author = {S Shi and X Cheng and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Shi&etal_SYSID2012.pdf},
year = {2021},
date = {2021-01-01},
booktitle = {Prepr. 19th IFAC Symposium on System Identification - Learning Models for Decision and Control},
pages = {264-267},
address = {Padova, Italy},
note = {Extended abstract},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2020
|
P M J Van den Hof; K R Ramaswamy Single module identification in dynamic networks - the current status Inproceedings Prepr. 21st IFAC World Congress, pp. 52-55, Berlin, Germany, 2020, (Extended abstract). Links | BibTeX @inproceedings{VandenHof&Ramaswamy_ifac:20,
title = {Single module identification in dynamic networks - the current status},
author = {P M J Van den Hof and K R Ramaswamy},
url = {http://publications.pvandenhof.nl/Paperfiles/VdHof&Ramaswamy_IFAC2020_Preprints.pdf},
year = {2020},
date = {2020-01-01},
booktitle = {Prepr. 21st IFAC World Congress},
pages = {52-55},
address = {Berlin, Germany},
note = {Extended abstract},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
P M J Van den Hof; K R Ramaswamy Path-based data-informativity conditions for single module identification in dynamic networks Inproceedings Proc. 59th IEEE Conf. on Decision and Control (CDC), pp. 4354-4359, IEEE Jeju Island, Republic of Korea, 2020. Links | BibTeX @inproceedings{VandenHof&Ramaswamy_CDC:20,
title = {Path-based data-informativity conditions for single module identification in dynamic networks},
author = {P M J Van den Hof and K R Ramaswamy},
url = {http://publications.pvandenhof.nl/Paperfiles/VandenHof&Ramaswamy_CDC2020.pdf},
year = {2020},
date = {2020-01-01},
booktitle = {Proc. 59th IEEE Conf. on Decision and Control (CDC)},
pages = {4354-4359},
address = {Jeju Island, Republic of Korea},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
T R V Steentjes; M Lazar; P M J Van den Hof Data-driven distributed control via virtual reference feedback tuning Inproceedings Proc. 59th IEEE Conf. on Decision and Control (CDC), pp. 1804-1809, IEEE Jeju Island, Republic of Korea, 2020. Links | BibTeX @inproceedings{Steentjes&etal_CDC:20,
title = {Data-driven distributed control via virtual reference feedback tuning},
author = {T R V Steentjes and M Lazar and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Steentjes&etal_CDC2020.pdf},
year = {2020},
date = {2020-01-01},
booktitle = {Proc. 59th IEEE Conf. on Decision and Control (CDC)},
pages = {1804-1809},
address = {Jeju Island, Republic of Korea},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
V C Rajagopal; K R Ramaswamy; P M J Van den Hof A regularized kernel-based method for learning a module in a dynamic network with correlated noise Inproceedings Proc. 59th IEEE Conf. on Decision and Control (CDC), pp. 4348-4353, IEEE Jeju Island, Republic of Korea, 2020. Links | BibTeX @inproceedings{Rajagopal&etal_CDC:20,
title = {A regularized kernel-based method for learning a module in a dynamic network with correlated noise},
author = {V C Rajagopal and K R Ramaswamy and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Rajagopal&etal_CDC2020.pdf},
year = {2020},
date = {2020-01-01},
booktitle = {Proc. 59th IEEE Conf. on Decision and Control (CDC)},
pages = {4348-4353},
address = {Jeju Island, Republic of Korea},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2019
|
S Shi; G Bottegal; P M J Van den Hof Bayesian topology identification of linear dynamic networks Inproceedings Proc. 2019 European Control Conference, pp. 2814-2819, Napels, Italy, 2019. Links | BibTeX @inproceedings{Shi&etal_ECC:19b,
title = {Bayesian topology identification of linear dynamic networks},
author = {S Shi and G Bottegal and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Shi&Bottegal&VandenHof_ECC2019.pdf},
year = {2019},
date = {2019-01-01},
booktitle = {Proc. 2019 European Control Conference},
pages = {2814-2819},
address = {Napels, Italy},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
K R Ramaswamy; P M J Van den Hof; Dankers A G. Generalized sensing and actuation schemes for local module identification in dynamic networks Inproceedings Proc. 58th IEEE Conf. on Decision and Control (CDC), pp. 5519-5524, IEEE Nice, France, 2019. Links | BibTeX @inproceedings{Ramaswamy&etal_CDC:19,
title = {Generalized sensing and actuation schemes for local module identification in dynamic networks},
author = {K R Ramaswamy and P M J Van den Hof and Dankers A G.},
url = {http://publications.pvandenhof.nl/Paperfiles/Ramaswamy&etal_CDC2019.pdf},
year = {2019},
date = {2019-01-01},
booktitle = {Proc. 58th IEEE Conf. on Decision and Control (CDC)},
pages = {5519-5524},
address = {Nice, France},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
P M J Van den Hof; K R Ramaswamy; A G Dankers; G Bottegal Local module identification in dynamic networks with correlated noise: the full input case Inproceedings Proc. 58th IEEE Conf. on Decision and Control (CDC), pp. 5494-5499, IEEE Nice, France, 2019. Links | BibTeX @inproceedings{VandenHof&etal_CDC:19,
title = {Local module identification in dynamic networks with correlated noise: the full input case},
author = {P M J Van den Hof and K R Ramaswamy and A G Dankers and G Bottegal},
url = {http://publications.pvandenhof.nl/Paperfiles/VandenHof&etal_CDC2019.pdf},
year = {2019},
date = {2019-01-01},
booktitle = {Proc. 58th IEEE Conf. on Decision and Control (CDC)},
pages = {5494-5499},
address = {Nice, France},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
X Cheng; S Shi; P M J Van den Hof Allocation of excitation signals for generic identifiability of dynamic networks Inproceedings Proc. 58th IEEE Conf. on Decision and Control (CDC), pp. 5507-5512, IEEE Nice, France, 2019. Links | BibTeX @inproceedings{Cheng&Shi&VandenHof_CDC:19,
title = {Allocation of excitation signals for generic identifiability of dynamic networks},
author = {X Cheng and S Shi and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Cheng&etal_CDC2019.pdf},
year = {2019},
date = {2019-01-01},
booktitle = {Proc. 58th IEEE Conf. on Decision and Control (CDC)},
pages = {5507-5512},
address = {Nice, France},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
E M M Kivits; P M J Van den Hof A dynamic network approach to identification of physical systems Inproceedings Proc. 58th IEEE Conf. on Decision and Control (CDC), pp. 4533-4538, IEEE Nice, France, 2019. Links | BibTeX @inproceedings{Kivits&VandenHof_CDC:19,
title = {A dynamic network approach to identification of physical systems},
author = {E M M Kivits and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Kivits&VdHof_CDC2019.pdf},
year = {2019},
date = {2019-01-01},
booktitle = {Proc. 58th IEEE Conf. on Decision and Control (CDC)},
pages = {4533-4538},
address = {Nice, France},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2018
|
M Schoukens; J P Noël; P M J Van den Hof Combining experiments for linear network identification in the presence of nonlinearities. Inproceedings Journal of Physics: Conference Series, 2018, (Proc. XXII World Congress of the International Measurement Confederation (IMEKO 2018), Belfast, UK). Links | BibTeX @inproceedings{Schoukens&etal_IMEKO:18,
title = {Combining experiments for linear network identification in the presence of nonlinearities.},
author = {M Schoukens and J P Noël and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Schoukens&etal_IMEKO_2018.pdf},
doi = {10.1088/1742-6596/1065/21/212026},
year = {2018},
date = {2018-01-01},
booktitle = {Journal of Physics: Conference Series},
volume = {1065},
number = {212026},
note = {Proc. XXII World Congress of the International Measurement Confederation (IMEKO 2018), Belfast, UK},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Masters Theses
|
2020
|
S J M Fonken Multi-step scalable least squares method for network identification with unknown noise topology Masters Thesis Eindhoven University of Technology, 2020, (MSc Graduation report). Links | BibTeX @mastersthesis{Fonken:20b,
title = {Multi-step scalable least squares method for network identification with unknown noise topology},
author = {S J M Fonken},
url = {http://publications.pvandenhof.nl/MScThesis/Stefanie_Fonken_MSc_8-12-2020.pdf},
year = {2020},
date = {2020-12-01},
school = {Eindhoven University of Technology},
note = {MSc Graduation report},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
|
V C Rajagopal Learning local modules in dynamic networks without prior topology information Masters Thesis Eindhoven University of Technology, 2020, (MSc Graduation report). Links | BibTeX @mastersthesis{Rajagopal:20,
title = {Learning local modules in dynamic networks without prior topology information},
author = {V C Rajagopal},
url = {http://publications.pvandenhof.nl/MScThesis/Rajagopal_MSc_27-10-2020.pdf},
year = {2020},
date = {2020-10-01},
school = {Eindhoven University of Technology},
note = {MSc Graduation report},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
|
2019
|
V C Rajagopal An iterative algorithm for learning dynamic networks with correlated noise Masters Thesis Eindhoven University of Technology, 2019, (Internship Report). Links | BibTeX @mastersthesis{Venkat_Intern:19,
title = {An iterative algorithm for learning dynamic networks with correlated noise},
author = {V C Rajagopal},
url = {http://publications.pvandenhof.nl/MScThesis/Venkat_Internship_31-12-2019.pdf},
year = {2019},
date = {2019-12-01},
school = {Eindhoven University of Technology},
note = {Internship Report},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
|
R van Esch Topology detection in brain networks Masters Thesis Eindhoven University of Technology, 2019. Links | BibTeX @mastersthesis{vEsch_MSc:19,
title = {Topology detection in brain networks},
author = {R van Esch},
url = {http://publications.pvandenhof.nl/MScThesis/Rik_van_Esch_MSc_30-08-2019.pdf},
year = {2019},
date = {2019-08-01},
school = {Eindhoven University of Technology},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
|
X Chen Centralized and distributed identified model based predictive control for museum Hermitage Amsterdam Masters Thesis Eindhoven University of Technology, 2019. Links | BibTeX @mastersthesis{XuChen_MSc:19,
title = {Centralized and distributed identified model based predictive control for museum Hermitage Amsterdam},
author = {X Chen},
url = {http://publications.pvandenhof.nl/MScThesis/Xu Chen_MSc_22-03-2019.pdf},
year = {2019},
date = {2019-03-01},
school = {Eindhoven University of Technology},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
|
Technical Reports
|
2020
|
P M J Van den Hof; K R Ramaswamy; S Shi; H J Dreef Identifiability and data-informativity for single module identification in dynamic networks. Technical Report 2020, (Accepted as extended abstract in MTNS2020, but unpublished). Links | BibTeX @techreport{VandenHof&etal-MTNS:20,
title = {Identifiability and data-informativity for single module identification in dynamic networks.},
author = {P M J Van den Hof and K R Ramaswamy and S Shi and H J Dreef},
url = {http://publications.pvandenhof.nl/Reportfiles/VandenHof&etal_MTNS2020.pdf},
year = {2020},
date = {2020-01-01},
note = {Accepted as extended abstract in MTNS2020, but unpublished},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
P M J Van den Hof; K R Ramaswamy Path-based data-informativity conditions for single module identification in dynamic networks Technical Report Eindhoven University of Technology 2020, (Extended report version of a paper presented at the 59th IEEE Conf. Decision and Control, Jeju Island, Republic of Korea, 15-18 December 2020. ). Links | BibTeX @techreport{VandenHof&Ramaswamy-CDC-report:20,
title = {Path-based data-informativity conditions for single module identification in dynamic networks},
author = {P M J Van den Hof and K R Ramaswamy},
url = {http://publications.pvandenhof.nl/Reportfiles/VdHof-CDC20-ext.pdf},
year = {2020},
date = {2020-01-01},
institution = {Eindhoven University of Technology},
note = {Extended report version of a paper presented at the 59th IEEE Conf. Decision and Control, Jeju Island, Republic of Korea, 15-18 December 2020. },
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
T R V Steentjes; M Lazar; P M J Van den Hof Scalable distributed and decentralized H_2 controller synthesis for interconnected linear discrete-time systems Technical Report 2020, (ArXiv:2001.04875 [cs.sY]. Extended version of paper accepted for MTNS 2020.). Links | BibTeX @techreport{Steentjes&Lazar&VandenHof:20b,
title = {Scalable distributed and decentralized H_2 controller synthesis for interconnected linear discrete-time systems},
author = {T R V Steentjes and M Lazar and P M J Van den Hof},
url = {http://arxiv.org/abs/2001.04875},
year = {2020},
date = {2020-01-01},
note = {ArXiv:2001.04875 [cs.sY]. Extended version of paper accepted for MTNS 2020.},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
2019
|
H H M Weerts; J Linder; M Enqvist; P M J Van den Hof Abstractions of linear dynamic networks for input selection in local module identification Technical Report Eindhoven University of Technology 2019, (arXiv:1901.00348 [cs.SY]). Links | BibTeX @techreport{Weerts&etal:19,
title = {Abstractions of linear dynamic networks for input selection in local module identification},
author = {H H M Weerts and J Linder and M Enqvist and P M J Van den Hof},
url = {http://arxiv.org/abs/1901.00348},
year = {2019},
date = {2019-01-01},
institution = {Eindhoven University of Technology},
note = {arXiv:1901.00348 [cs.SY]},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
K R Ramaswamy; P M J Van den Hof A local direct method for module identification in dynamic networks with correlated noise Technical Report Eindhoven University of Technology 2019, (ArXiv:1908.00976 [cs.sY]). Links | BibTeX @techreport{Ramaswamy&VandenHof:19,
title = {A local direct method for module identification in dynamic networks with correlated noise},
author = {K R Ramaswamy and P M J Van den Hof},
url = {http://arxiv.org/abs/1908.00976},
year = {2019},
date = {2019-01-01},
institution = {Eindhoven University of Technology},
note = {ArXiv:1908.00976 [cs.sY]},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
Cheng X.; S Shi; P M J Van den Hof Allocation of excitation signals for generic identifiability of linear dynamic networks Technical Report Eindhoven University of Technology 2019, (ArXiv:1910.04525 [math.OC]). Links | BibTeX @techreport{Cheng&Shi&VandenHof:19,
title = {Allocation of excitation signals for generic identifiability of linear dynamic networks},
author = {Cheng X. and S Shi and P M J Van den Hof},
url = {http://arxiv.org/abs/1910.04525},
year = {2019},
date = {2019-01-01},
institution = {Eindhoven University of Technology},
note = {ArXiv:1910.04525 [math.OC]},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|