Learning sparse dynamical systems from a single sample trajectory

S Fattahi, N Matni, S Sojoudi - 2019 IEEE 58th Conference on …, 2019 - ieeexplore.ieee.org
This paper addresses the problem of identifying sparse linear time-invariant (LTI) systems
from a single sample trajectory generated by the system dynamics. We introduce a Lasso …
被引用次数：48 相关文章
[PDF] nsf.gov

[PDF][PDF] Learning Sparse Dynamical Systems from a Single Sample Trajectory

S Fattahi, N Matni, S Sojoudi - IEEE Conference on Decision and Control, 2019 - par.nsf.gov
This paper addresses the problem of identifying sparse linear time-invariant (LTI) systems
from a single sample trajectory generated by the system dynamics. We introduce a Lasso …

Learning Sparse Dynamical Systems from a Single Sample Trajectory

S Fattahi, N Matni, S Sojoudi - arXiv preprint arXiv:1904.09396, 2019 - arxiv.org
This paper addresses the problem of identifying sparse linear time-invariant (LTI) systems
from a single sample trajectory generated by the system dynamics. We introduce a Lasso …

Learning Sparse Dynamical Systems from a Single Sample Trajectory

S Fattahi, N Matni, S Sojoudi - 2019 IEEE 58th Conference on Decision …, 2019 - dl.acm.org
This paper addresses the problem of identifying sparse linear time-invariant (LTI) systems
from a single sample trajectory generated by the system dynamics. We introduce a Lasso …
[PDF] berkeley.edu

[PDF][PDF] Learning Sparse Dynamical Systems from a Single Sample Trajectory

S Fattahi, N Matni, S Sojoudi - people.eecs.berkeley.edu
This paper addresses the problem of identifying sparse linear time-invariant (LTI) systems
from a single sample trajectory generated by the system dynamics. We introduce a Lasso …

Learning Sparse Dynamical Systems from a Single Sample Trajectory

S Fattahi, N Matni, S Sojoudi - arXiv e-prints, 2019 - ui.adsabs.harvard.edu
This paper addresses the problem of identifying sparse linear time-invariant (LTI) systems
from a single sample trajectory generated by the system dynamics. We introduce a Lasso …
[PDF] researchgate.net

[PDF][PDF] Learning Sparse Dynamical Systems from a Single Sample Trajectory

S Fattahi, N Matni, S Sojoudi - researchgate.net
This paper addresses the problem of identifying sparse linear time-invariant (LTI) systems
from a single sample trajectory generated by the system dynamics. We introduce a Lasso …