Maria V. Kulikova

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 66

Top Topics

State Estimation

Extended Kalman Filter

Stochastic Systems

Top Venues

IEEE Trans. Autom. Control.

Publications

Maria V. Kulikova, Gennady Yu. Kulikov
Euler-Maruyama-Based Data-Driven State Restoration and Parameter Adaptation in Stochastic Neural Fields With Finite Signal Transmission Rate. IEEE Trans. Inf. Theory 70 (6) (2024)
Maria V. Kulikova, Gennady Y. Kulikov
Maximum-correntropy-based sequential method for fast neural population activity reconstruction in the cortex from incomplete abnormally-disturbed noisy measurements. Commun. Nonlinear Sci. Numer. Simul. 139 (2024)
Maria V. Kulikova, Gennady Yu. Kulikov
Continuous-discrete derivative-free extended Kalman filter based on Euler-Maruyama and Itô-Taylor discretizations: Conventional and square-root implementations. Eur. J. Control 76 (2024)
Gennady Y. Kulikov, Maria V. Kulikova
NIRK-based mixed-type accurate continuous-discrete Gaussian filters with deterministically sampled expectation and covariance for state estimation in continuous-time stochastic process models with discrete measurements. J. Frankl. Inst. 361 (7) (2024)
Maria V. Kulikova, Gennady Yu. Kulikov
Continuous-discrete derivative-free extended Kalman filter based on Euler-Maruyama and Itô-Taylor discretizations: Conventional and square-root implementations. CoRR (2024)
Maria V. Kulikova
One-step condensed forms for square-root maximum correntropy criterion Kalman filtering. CoRR (2023)
Maria V. Kulikova, Gennady Yu. Kulikov
Continuous-discrete unscented Kalman filtering framework by MATLAB ODE solvers and square-root methods. CoRR (2023)
Maria V. Kulikova, Gennady Yu. Kulikov
On derivative-free extended Kalman filtering and its Matlab-oriented square-root implementations for state estimation in continuous-discrete nonlinear stochastic systems. Eur. J. Control 73 (2023)
Maria V. Kulikova
Factored-form Kalman-like implementations under maximum correntropy criterion. CoRR (2023)
Gennady Y. Kulikov, Maria V. Kulikova
Accuracy analysis of numerical simulations and noisy data assimilations in two-dimensional stochastic neural fields with infinite signal transmission speed. J. Frankl. Inst. 360 (1) (2023)
Maria V. Kulikova, Gennady Yu. Kulikov
Data-driven parameter estimation in stochastic dynamic neural fields by state-space approach and continuous-discrete extended Kalman filtering. Digit. Signal Process. 136 (2023)
Maria V. Kulikova
On the stable Cholesky factorization-based method for the maximum correntropy criterion Kalman filtering. CoRR (2023)
Maria V. Kulikova, Gennady Yu. Kulikov
Continuous-discrete unscented Kalman filtering framework by MATLAB ODE solvers and square-root methods. Autom. 142 (2022)
Maria V. Kulikova, Pedro Miguel Lima, Gennady Yu. Kulikov
Pattern Recognition Facilities of Extended Kalman Filtering in Stochastic Neural Fields. ECC (2022)
Gennady Yu. Kulikov, Maria V. Kulikova
Hyperbolic-SVD-Based Square-Root Unscented Kalman Filters in Continuous-Discrete Target Tracking Scenarios. IEEE Trans. Autom. Control. 67 (1) (2022)
Maria V. Kulikova, Gennady Yu. Kulikov
Estimation of market efficiency process within time-varying autoregressive models by extended Kalman filtering approach. Digit. Signal Process. 128 (2022)
Maria V. Kulikova, Pedro Miguel Lima, Gennady Yu. Kulikov
Sequential method for fast neural population activity reconstruction in the cortex from incomplete noisy measurements. Comput. Biol. Medicine 141 (2022)
Maria V. Kulikova, Pedro Miguel Lima, Gennady Yu. Kulikov
Accurate Itô-Taylor-Discretization-Based State Estimation in Stochastic Neural Field Equations with Infinite Signal Transmission Rate. ECC (2022)
Gennady Yu. Kulikov, Maria V. Kulikova
Self-Adaptive MATLAB-Based Gauss-Hermite Quadrature Filter for State Estimation in Nonlinear Continuous-Discrete Stochastic Systems. ECC (2021)
Maria V. Kulikova, David R. Taylor, Gennady Yu. Kulikov
Estimating a degree of evolving market efficiency: How efficient is the Romanian stock market? ICSTCC (2021)
Gennady Yu. Kulikov, Maria V. Kulikova
Ito^-Taylor-based square-root unscented Kalman filtering methods for state estimation in nonlinear continuous-discrete stochastic systems. Eur. J. Control 58 (2021)
Maria V. Kulikova, Gennady Y. Kulikov
MATLAB-based general approach for square-root extended-unscented and fifth-degree cubature Kalman filtering methods. Eur. J. Control 59 (2021)
Maria V. Kulikova, Pedro Miguel Lima, Gennady Yu. Kulikov
Reconstruction of Hidden States in Stochastic Neural Field Equations with Infinite Signal Transmission Rate. ICSTCC (2021)
Gennady Yu. Kulikov, Pedro Miguel Lima, Maria V. Kulikova
Numerical solution of the neural field equation in the presence of random disturbance. J. Comput. Appl. Math. 387 (2021)
Maria V. Kulikova, Julia V. Tsyganova, Gennady Yu. Kulikov
SVD-based state and parameter estimation approach for generalized Kalman filtering with application to GARCH-in-Mean estimation. J. Comput. Appl. Math. 387 (2021)
Maria V. Kulikova, Julia V. Tsyganova, Gennady Yu. Kulikov
UD-Based Pairwise and MIMO Kalman-Like Filtering for Estimation of Econometric Model Structures. IEEE Trans. Autom. Control. 65 (10) (2020)
Gennady Y. Kulikov, Maria V. Kulikova
decompositions for estimation of nonlinear continuous-time stochastic models in radar tracking. Signal Process. 166 (2020)
Julia V. Tsyganova, Maria V. Kulikova, Andrey V. Tsyganov
A general approach for designing the MWGS-based information-form Kalman filtering methods. Eur. J. Control 56 (2020)
Maria V. Kulikova, Julia V. Tsyganova
Numerically Robust Maximum Correntropy Criterion Kalman Filtering Using the UD Covariance Factorization Approach. ECC (2020)
Maria V. Kulikova
Chandrasekhar-Based Maximum Correntropy Kalman Filtering With the Adaptive Kernel Size Selection. IEEE Trans. Autom. Control. 65 (2) (2020)
Maria V. Kulikova, Gennady Yu. Kulikov, Pedro Miguel Lima
Accuracy Study in Numerical Simulations to Stochastic Neural Field Equations. ICSTCC (2020)
Maria V. Kulikova, Gennady Yu. Kulikov
SVD-based factored-form Cubature Kalman Filtering for continuous-time stochastic systems with discrete measurements. Autom. 120 (2020)
Gennady Yu. Kulikov, Maria V. Kulikova, Pedro Miguel Lima
Numerical Simulation of Neural Fields with Finite Transmission Speed and Random Disturbance. ICSTCC (2019)
Gennady Yu. Kulikov, Maria V. Kulikova
The J-Orthogonal Square-Root NIRK-Based Extended-Unscented Kalman Filter for Nonlinear Continuous-Discrete Stochastic Systems. CDC (2019)
Gennady Yu. Kulikov, Maria V. Kulikova
SVD-Based Factored-Form Extended Kalman Filters for State Estimation in Nonlinear Continuous-Discrete Stochastic Systems. ICSTCC (2019)
Julia V. Tsyganova, Maria V. Kulikova, Andrey V. Tsyganov
Some New Array Information Formulations of the UD-based Kalman Filter. ECC (2019)
Maria V. Kulikova
Square-Root Approach for Chandrasekhar-Based Maximum Correntropy Kalman Filtering. IEEE Signal Process. Lett. 26 (12) (2019)
Maria V. Kulikova
One-Step Condensed Forms for Square-Root Maximum Correntropy Criterion Kalman Filtering. ICSTCC (2019)
Maria V. Kulikova, Gennady Yu. Kulikov, Pedro Miguel Lima
Effective Numerical Solution to Two-Dimensional Stochastic Neural Field Equations. ICSTCC (2019)
Maria V. Kulikova
Factored-form Kalman-like implementations under maximum correntropy criterion. Signal Process. 160 (2019)
Gennady Yu. Kulikov, Maria V. Kulikova
Stability analysis of Extended, Cubature and Unscented Kalman Filters for estimating stiff continuous-discrete stochastic systems. Autom. 90 (2018)
Gennady Y. Kulikov, Maria V. Kulikova
Estimation of maneuvering target in the presence of non-Gaussian noise: A coordinated turn case study. Signal Process. 145 (2018)
Maria V. Kulikova
Square-root algorithms for maximum correntropy estimation of linear discrete-time systems in presence of non-Gaussian noise. Syst. Control. Lett. 108 (2017)
Maria V. Kulikova, Gennady Y. Kulikov
NIRK-based accurate continuous-discrete extended Kalman filters for estimating continuous-time stochastic target tracking models. J. Comput. Appl. Math. 316 (2017)
Julia V. Tsyganova, Maria V. Kulikova
SVD-Based Kalman Filter Derivative Computation. IEEE Trans. Autom. Control. 62 (9) (2017)
Maria V. Kulikova
Gradient-Based Parameter Estimation in Pairwise Linear Gaussian System. IEEE Trans. Autom. Control. 62 (3) (2017)
Gennady Yu. Kulikov, Maria V. Kulikova
Accurate State Estimation in Continuous-Discrete Stochastic State-Space Systems With Nonlinear or Nondifferentiable Observations. IEEE Trans. Autom. Control. 62 (8) (2017)
Gennady Y. Kulikov, Maria V. Kulikova
Accurate state estimation of stiff continuous-time stochastic models in chemical and other engineering. Math. Comput. Simul. 142 (2017)
Gennady Yu. Kulikov, Maria V. Kulikova
Accurate continuous-discrete unscented Kalman filtering for estimation of nonlinear continuous-time stochastic models in radar tracking. Signal Process. 139 (2017)
Gennady Y. Kulikov, Maria V. Kulikova
Estimating the State in Stiff Continuous-Time Stochastic Systems within Extended Kalman Filtering. SIAM J. Sci. Comput. 38 (6) (2016)
Innokentiy V. Semushin, Julia Tsyganova, Maria V. Kulikova, Andrey V. Tsyganov, Andrey Peskov
Identification of human body daily temperature dynamics via minimum state prediction error method. ECC (2016)
Julia V. Tsyganova, Maria V. Kulikova
SVD-based Kalman Filter Derivative Computation. CoRR (2016)
Julia V. Tsyganova, Maria V. Kulikova
State Sensitivity Evaluation Within UD Based Array Covariance Filters. CoRR (2016)
Maria V. Kulikova, Julia V. Tsyganova, Innokentiy V. Semushin
Adaptive wave filtering for marine vessels within UD-based algorithms. ECC (2016)
Gennady Yu. Kulikov, Maria V. Kulikova
Do the Contemporary Cubature and Unscented Kalman Filtering Methods Outperform Always the Traditional Extended Kalman Filter? CoRR (2016)
Maria V. Kulikova
Square-root algorithms for maximum correntropy estimation of linear discrete-time systems in presence of non-Gaussian noise. CoRR (2016)
Maria V. Kulikova, Julia V. Tsyganova
Improved Discrete-Time Kalman Filtering within Singular Value Decomposition. CoRR (2016)
Maria V. Kulikova
Likelihood Gradient Evaluation Using Square-Root Covariance Filters. CoRR (2016)
Maria V. Kulikova, Julia Tsyganova
A unified square-root approach for the score and Fisher information matrix computation in linear dynamic systems. Math. Comput. Simul. 119 (2016)
Gennady Yu. Kulikov, Maria V. Kulikova
Accurate continuous-discrete extended Kalman filtering for stiff continuous-time stochastic models in chemical engineering. ECC (2016)
Gennady Yu. Kulikov, Maria V. Kulikova
The Accurate Continuous-Discrete Extended Kalman Filter for Radar Tracking. IEEE Trans. Signal Process. 64 (4) (2016)
Maria V. Kulikova, Gennady Yu. Kulikov
On computational robustness of accurate continuous-discrete unscented Kalman filtering for target tracking models. ECC (2016)
Maria V. Kulikova
Square-root adaptive Wave Filtering for marine vessels. ECC (2015)
Maria V. Kulikova, Gennady Yu. Kulikov
A mixed-type accurate continuous-discrete extended-unscented kalman filter for target tracking. ECC (2015)
Gennady Yu. Kulikov, Maria V. Kulikova
High-order accurate continuous-discrete extended Kalman filter for chemical engineering. Eur. J. Control 21 (2015)
Gennady Yu. Kulikov, Maria V. Kulikova
State estimation in chemical systems with infrequent measurements. ECC (2015)
Maria V. Kulikova, Julia V. Tsyganova
A general approach to constructing parameter identification algorithms in the class of square root filters with orthogonal and J-orthogonal tranformations. Autom. Remote. Control. 75 (8) (2014)
Gennady Yu. Kulikov, Maria V. Kulikova
Accurate state estimation in the Van der Vusse reaction. CCA (2014)
Gennady Yu. Kulikov, Maria V. Kulikova
Accurate Numerical Implementation of the Continuous-Discrete Extended Kalman Filter. IEEE Trans. Autom. Control. 59 (1) (2014)
Maria V. Kulikova, Gennady Yu. Kulikov
Adaptive ODE solvers in extended Kalman filtering algorithms. J. Comput. Appl. Math. 262 (2014)
Maria V. Kulikova, Gennady Yu. Kulikov
Square-root Accurate Continuous-Discrete Extended Kalman Filter for target tracking. CDC (2013)
Julia Tsyganova, Maria V. Kulikova
State Sensitivity Evaluation Within UD Based Array Covariance Filters. IEEE Trans. Autom. Control. 58 (11) (2013)
Maria V. Kulikova, António Pacheco
Kalman Filter Sensitivity Evaluation With Orthogonal and J-Orthogonal Transformations. IEEE Trans. Autom. Control. 58 (7) (2013)
Maria V. Kulikova
Maximum likelihood estimation via the extended covariance and combined square-root filters. Math. Comput. Simul. 79 (5) (2009)
Maria V. Kulikova
Likelihood Gradient Evaluation Using Square-Root Covariance Filters. IEEE Trans. Autom. Control. 54 (3) (2009)
Maria V. Kulikova, Innokenti V. Semoushin
Score Evaluation Within the Extended Square-Root Information Filter. International Conference on Computational Science (1) (2006)
Maria V. Kulikova
On Effective Computation of the Logarithm of the Likelihood Ratio Function for Gaussian Signals. International Conference on Computational Science (2003)
Innokenti V. Semoushin, Julia Tsyganova, Maria V. Kulikova
Fault Point Detection with the Bank of Competitive Kalman Filters. International Conference on Computational Science (2003)