Finite Sample MIMO System Identification with Multisine Excitation: Nonparametric, Direct, and Two-step Parametric Estimators
Fuente:
arXiv
Saved in:
| Main Authors: | González, Rodrigo A., Classens, Koen, Rojas, Cristian R., Oomen, Tom, Hjalmarsson, Håkan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Balancing Application Relevant and Sparsity Revealing Excitation in Input Design
by: Parsa, Javad, et al.
Published: (2024)
by: Parsa, Javad, et al.
Published: (2024)
Recursive Identification of Structured Systems: An Instrumental-Variable Approach Applied to Mechanical Systems
by: Classens, Koen, et al.
Published: (2025)
by: Classens, Koen, et al.
Published: (2025)
Sampling in Parametric and Nonparametric System Identification: Aliasing, Input Conditions, and Consistency
by: González, Rodrigo A., et al.
Published: (2024)
by: González, Rodrigo A., et al.
Published: (2024)
Statistically Optimal Structured Additive MIMO Continuous-time System Identification
by: González, Rodrigo A., et al.
Published: (2025)
by: González, Rodrigo A., et al.
Published: (2025)
Identification of Additive Continuous-time Systems in Open and Closed loop
by: González, Rodrigo A., et al.
Published: (2024)
by: González, Rodrigo A., et al.
Published: (2024)
Statistical Analysis of Block Coordinate Descent Algorithms for Linear Continuous-time System Identification
by: González, Rodrigo A., et al.
Published: (2024)
by: González, Rodrigo A., et al.
Published: (2024)
Bridging the Prediction Error Method and Subspace Identification: A Weighted Null Space Fitting Method
by: He, Jiabao, et al.
Published: (2025)
by: He, Jiabao, et al.
Published: (2025)
Finite Sample Analysis for a Class of Subspace Identification Methods
by: He, Jiabao, et al.
Published: (2024)
by: He, Jiabao, et al.
Published: (2024)
Data-driven Bayesian estimation of Monod kinetics
by: Colin, Kévin, et al.
Published: (2024)
by: Colin, Kévin, et al.
Published: (2024)
Local Rational Modeling for Identification Beyond the Nyquist Frequency: Applied to a Prototype Wafer Stage
by: van Haren, Max, et al.
Published: (2025)
by: van Haren, Max, et al.
Published: (2025)
Finite Sample Analysis of Open-loop Subspace Identification Methods
by: He, Jiabao, et al.
Published: (2025)
by: He, Jiabao, et al.
Published: (2025)
D-Optimized Sampling Design for System Identification
by: Dozzi, Enrico, et al.
Published: (2026)
by: Dozzi, Enrico, et al.
Published: (2026)
Nullspace-based Fault Diagnosis for Closed-Loop Mechatronic Systems with Application to Semiconductor Equipment
by: Classens, Koen, et al.
Published: (2026)
by: Classens, Koen, et al.
Published: (2026)
Feedback linearisation of mechanical systems using data-driven models
by: Floren, Merijn, et al.
Published: (2022)
by: Floren, Merijn, et al.
Published: (2022)
A Weighted Least-Squares Method for Non-Asymptotic Identification of Markov Parameters from Multiple Trajectories
by: He, Jiabao, et al.
Published: (2024)
by: He, Jiabao, et al.
Published: (2024)
A Statistical Decision-Theoretical Perspective on the Two-Stage Approach to Parameter Estimation
by: Lakshminarayanan, Braghadeesh, et al.
Published: (2022)
by: Lakshminarayanan, Braghadeesh, et al.
Published: (2022)
Kernel-based identification using Lebesgue-sampled data
by: González, Rodrigo A., et al.
Published: (2023)
by: González, Rodrigo A., et al.
Published: (2023)
Distributions and Direct Parametrization for Stable Stochastic State-Space Models
by: Ahdab, Mohamad Al, et al.
Published: (2025)
by: Ahdab, Mohamad Al, et al.
Published: (2025)
Weighted Least-Squares PARSIM
by: He, Jiabao, et al.
Published: (2024)
by: He, Jiabao, et al.
Published: (2024)
Truncated Gaussian Noise Estimation in State-Space Models
by: González, Rodrigo A., et al.
Published: (2025)
by: González, Rodrigo A., et al.
Published: (2025)
Weighted Null Space Fitting (WNSF): A Link between The Prediction Error Method and Subspace Identification
by: He, Jiabao, et al.
Published: (2024)
by: He, Jiabao, et al.
Published: (2024)
A Metropolis-Adjusted Langevin Algorithm for Sampling Jeffreys Prior
by: Shi, Yibo, et al.
Published: (2025)
by: Shi, Yibo, et al.
Published: (2025)
On Efficient and Scalable Computation of the Nonparametric Maximum Likelihood Estimator in Mixture Models
by: Zhang, Yangjing, et al.
Published: (2022)
by: Zhang, Yangjing, et al.
Published: (2022)
Performance Analysis of Multirate Systems: A Direct Frequency-Domain Identification Approach
by: van Haren, Max, et al.
Published: (2025)
by: van Haren, Max, et al.
Published: (2025)
Nonparametric Identification and Estimation of Ratios of Multi-Category Means under Preferential Sampling
by: Hopkins, Grant, et al.
Published: (2025)
by: Hopkins, Grant, et al.
Published: (2025)
Nonparametric Two-Sample Test for Networks Using Joint Graphon Estimation
by: Sischka, Benjamin, et al.
Published: (2023)
by: Sischka, Benjamin, et al.
Published: (2023)
$K$-Nearest-Neighbor Resampling for Off-Policy Evaluation in Stochastic Control
by: Giegrich, Michael, et al.
Published: (2023)
by: Giegrich, Michael, et al.
Published: (2023)
Bayes and Biased Estimators Without Hyper-parameter Estimation: Comparable Performance to the Empirical-Bayes-Based Regularized Estimator
by: Ju, Yue, et al.
Published: (2025)
by: Ju, Yue, et al.
Published: (2025)
Hawkes Identification with a Prescribed Causal Basis: Closed-Form Estimators and Asymptotics
by: Rong, Xinhui, et al.
Published: (2026)
by: Rong, Xinhui, et al.
Published: (2026)
Structured identification of multivariable modal systems
by: van der Hulst, Maarten, et al.
Published: (2025)
by: van der Hulst, Maarten, et al.
Published: (2025)
Excess Mean Squared Error of Empirical Bayes Estimators
by: Ju, Yue, et al.
Published: (2025)
by: Ju, Yue, et al.
Published: (2025)
Derivative Estimation from Coarse, Irregular, Noisy Samples: An MLE-Spline Approach
by: Avrachenkov, Konstantin E., et al.
Published: (2025)
by: Avrachenkov, Konstantin E., et al.
Published: (2025)
A System-Theoretic Approach to Hawkes Process Identification with Guaranteed Positivity and Stability
by: Rong, Xinhui, et al.
Published: (2026)
by: Rong, Xinhui, et al.
Published: (2026)
Finite Sample Performance Analysis of MIMO Systems Identification
by: Sun, Shuai, et al.
Published: (2023)
by: Sun, Shuai, et al.
Published: (2023)
Range Space or Null Space: Least-Squares Methods for the Realization Problem
by: He, Jiabao, et al.
Published: (2025)
by: He, Jiabao, et al.
Published: (2025)
Stable Reduced-Rank VAR Identification
by: Rong, Xinhui, et al.
Published: (2024)
by: Rong, Xinhui, et al.
Published: (2024)
Nonparametric Two-Sample Testing by Betting
by: Shekhar, Shubhanshu, et al.
Published: (2021)
by: Shekhar, Shubhanshu, et al.
Published: (2021)
Nonparametric Identification and Estimation of Causal Effects on Latent Outcomes
by: Fu, Jiawei, et al.
Published: (2026)
by: Fu, Jiawei, et al.
Published: (2026)
System Identification Beyond the Nyquist Frequency: A Kernel-Regularized Approach
by: van Haren, Max, et al.
Published: (2025)
by: van Haren, Max, et al.
Published: (2025)
Random Learning Leads to Faster Convergence in ‘Model‐Free’ ILC: With Application to MIMO Feedforward in Industrial Printing
by: Leontine Aarnoudse, et al.
Published: (2024)
by: Leontine Aarnoudse, et al.
Published: (2024)
Similar Items
-
Balancing Application Relevant and Sparsity Revealing Excitation in Input Design
by: Parsa, Javad, et al.
Published: (2024) -
Recursive Identification of Structured Systems: An Instrumental-Variable Approach Applied to Mechanical Systems
by: Classens, Koen, et al.
Published: (2025) -
Sampling in Parametric and Nonparametric System Identification: Aliasing, Input Conditions, and Consistency
by: González, Rodrigo A., et al.
Published: (2024) -
Statistically Optimal Structured Additive MIMO Continuous-time System Identification
by: González, Rodrigo A., et al.
Published: (2025) -
Identification of Additive Continuous-time Systems in Open and Closed loop
by: González, Rodrigo A., et al.
Published: (2024)