Contact
name: Miroslav Šimandl
phone:
+420377632549
office:
UK525
e-mail:
Prof. Ing. Šimandl Miroslav, CSc.
Activities
- Coordinator - Data - Algorithms - Decision
PhD students
Courses
Course Guarantor
- (KKY/DSA)
- Adaptive Systems (KKY/AS)
- Estimation Theory (KKY/TOD)
- Stochastic Processes (KKY/STP)
- System Identification and Filtration (KKY/ISF)
Course Lecturer
- Adaptive Systems (KKY/AS)
- Estimation Theory (KKY/TOD)
- Stochastic Processes (KKY/STP)
- System Identification and Filtration (KKY/ISF)
Supervising student projects
| název | type year |
supervisor specialization |
assigned |
|---|---|---|---|
| Adaptivní řízení systémů s neurčitostí |
DP |
Šimandl Miroslav
|
volné |
| Adaptivní zpracování signálů |
DP |
Šimandl Miroslav
|
volné |
| Detekce změn dynamických systémů |
DP |
Šimandl Miroslav
|
volné |
| Identifikace stochastických systémů |
DP |
Šimandl Miroslav
|
volné |
| Odhad stavu stochastických systémů |
DP |
Šimandl Miroslav
|
volné |
| Využití neuronových sítí v automatickém řízení |
DP |
Šimandl Miroslav
|
volné |
| Využití neuronových sítí v identifikaci |
DP |
Šimandl Miroslav
|
volné |
Publications
+ / - Publications in year 2010
:
A suboptimal fault-tolerant dual controller in multiple model framework .
Proceedings of the 7th International Conference on Informatics in Control, Automation and Robotics,
p. 93-98,
SciTePress,
Funchal, Madeira, Portugal,
2010.
:
Adaptive Choice of Scaling Parameter in Derivative-Free Local Filters .
Proceedings of the 13th International Conference on Information Fusion,
Edinburgh, UK,
2010.
:
Multisensor Constrained Estimation with Unscented Transformation .
Proceedings of the 13th International Conference on Information Fusion,
Edinburgh, UK,
2010.
:
Multitarget Tracking Performance Analysis Using the Non-Credibility Index in the Nonlinear Estimation Framework (NEF) Toolbox .
Proceeding of National Aerospace and Electronics Conference 2010,
Institute of Electrical and Electronics Engineers ( IEEE ),
Fairborn, USA,
2010.
:
Nonlinear estimation framework in target tracking .
Proceedings of the 13th International Conference on Information Fusion,
Edinburgh, UK,
2010.
:
Optimal active decision making for control .
Proceeding of 2010 Conference on Control and Fault-Tolerant Systems,
p. 660-665,
IEEE,
Nice, France,
2010.
:
Smoothing in multiple model change detection for stochastic systems .
Proceedings of 8th European Workshop on Advanced Control and Diagnosis,
p. 79-84,
Ferrara, Italy,
2010.
:
Survey of Estimate Fusion Approaches .
Proceedings of the 7th International Conference on Informatics in Control, Automation and Robotics,
p. 191-196,
SciTePress,
Funchal, Madeira, Portugal,
2010.
:
Design of nonlinear global filter with nonlinear constraints .
Proceedings of the IASTED International Conference on Modelling, Identification and Control,
vol. 29,
p. 314-320,
Acta Press,
Calgary,
2010.
:
Neural Network Based Bicriterial Dual Control with Multiple Linearization .
IFAC-PapersOnline,
vol. 10,
p. 1-6,
2010.
:
Non-myopic Innovations Dual Controller .
IFAC-PapersOnline,
vol. 10,
p. 1-6,
International Federation of Automatic Control,
2010.
:
Sequential optimal experiment design for neural networks using multiple linearization .
Neurocomputing,
vol. 73,
p. 3284-3290,
Elsevier,
Amsterdam,
2010.
+ / - Publications in year 2009
:
Data Fusion in Estimation Problems .
Proceedings of the 10th International Carpathian Control Conference,
p. 261-264,
Faculty of Mechanical Engineering and Robotics, AGH - University of Science and Technology,
Zakopane, Polsko,
2009.
:
Functional Dual Control for Slowly Time Variant Stochastic Systems .
Proceedings of the 7th Workshop on Advanced Control and Diagnosis,
p. 1-6,
University of Zielona Góra, Poland,
The University of Zielona Góra, Zielona Góra, Poland,
2009.
:
Gaussian Mixtures Proposal Density in Particle Filter for Track-Before-Detect .
FUSION: 2009 12TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOLS 1-4,
p. 270-277,
IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA,
Seattle, WA, USA,
2009.
:
Likelihood Function and Threshold Estimation for CUSUM Test Application .
Proceedings of the 28th IASTED International Conference on Modelling, Identification, and Control,
vol. ;,
p. 38-43,
Acta Press,
Innsbruck,
2009.
:
Millman's Formula in Data Fusion .
Proceedings of the 10th International PhD Workshop on Systems and Control,
p. 1-6,
Institute of Information Theory and Automation AS CR,
Hluboká nad Vltavou,
2009.
:
A feasible design of active detector and input signal generator .
IFAC-PapersOnline,
vol. 2009,
International Federation of Automatic Control,
Barcelona, Spain,
2009.
:
A Software Framework and Tool for Nonlinear State Estimation .
IFAC-PapersOnline,
vol. 15,
p. 510-515,
International Federation of Automatic Control,
Saint-Malo, Francie,
2009.
:
A Survey of Sample Size Adaptation Techniques for Particle Filters .
IFAC-PapersOnline,
vol. 15,
p. 1358-1363,
International Federation of Automatic Control,
Saint-Malo, Francie,
2009.
:
Active fault detection and control: Unified formulation and optimal design .
Automatica,
vol. 45,
p. 2052-2059,
Elsevier Ltd,
2009.
:
Active fault detection for neural network based control of non-linear stochastic systems .
IFAC-PapersOnline,
vol. 2009,
p. 125-130,
International Federation of Automatic Control,
Barcelona, Spain,
2009.
:
Functional Adaptive Control for Nonlinear Stochastic Systems in Presence of Outliers .
IFAC-PapersOnline,
vol. 15,
p. 1505-1510,
International Federation of Automatic Control,
Saint-Malo, Francie,
2009.
:
Methods for Estimating State and Measurement Noise Covariance Matrices: Aspects and Comparison .
IFAC-PapersOnline,
vol. 15,
p. 1-6,
International Federation of Automatic Control,
Saint-Malo, Francie,
2009.
+ / - Publications in year 2008
:
Adaptive Particle Filter with Fixed Empirical Density Quality .
Proceedings of the 17th IFAC World Congress,
vol. ;,
p. 6484-6489,
IFAC,
Seoul,
2008.
:
Functional Adaptive Control for Multi-Input Multi-Output Systems .
Proceedings of the 17th IFAC World Congress,
vol. ;,
p. 11263-11268,
IFAC,
Seoul,
2008.
:
Prediction Error Method with Multi-Step Criterion .
Proceedings of the 2nd Young Researchers Conference on Applied Sciences,
p. 1-6,
Západočeská univerzita v Plzni,
Plzeň,
2008.
:
Sequential Monte Carlo Method For State Estimation Of Nonlinear Non-Gaussian Systems .
Současné trendy v technické kybernetice,
vol. ;,
p. 29-37,
VŠB - Technická univerzita,
Čeladná,
2008.
:
Structure Adaptation of Multi-Layer Perceptron Network for On-Line System Identification .
Proceedings of the 17th IFAC World Congress,
vol. ;,
p. 7022-7027,
IFAC,
Seoul,
2008.
:
The CUSUM parameters design in fault detection .
Process Control 2008,
vol. ;,
p. 1-8,
University of Pardubice,
Kouty nad Desnou,
2008.
:
Active fault detection and dual control in multiple model framework .
IFAC Proceedings Volumes (IFAC-PapersOnline),
vol. 17,
p. 7227-7232,
International Federation of Automatic Control,
[s.l.],
2008.
:
Estimation of state and measurement noise covariance matrices by multi-step prediction .
IFAC Proceedings Volumes (IFAC-PapersOnline),
vol. 17,
p. 3689-3694,
International Federation of Automatic Control,
[s.l.],
2008.
:
Functional sampling density design for particle filters .
Signal Processing,
11,
vol. 2008,
p. 2784-2789,
2008.
:
Multistage prediction error adaptive dual controller .
Proceedings of the IASTED International Conference on Intelligent Systems and Control,
vol. 2008,
p. 14-19,
ACTA Press,
2008.
:
Nonlinear state prediction by separation approach for continuous-discrete stochastic systems .
Kybernetika,
1,
vol. 44,
p. 61-74,
2008.
+ / - Publications in year 2007
:
Dual model for FARMAX models .
The 1st Young Researchers Conference on Applied Sciences,
p. 201-205,
Západočeská univerzita,
Plzeň,
2007.
:
The multiple model approach to fault detection with result verification .
The 1st Young Researchers Conference on Applied Sciences,
p. 224-229,
Západočeská univerzita,
Plzeň,
2007.
:
Gaussian Sum Approach with Optimal Experiment Design for Neural Network .
Proceedings of the Ninth IASTED International Conference on Signal and Image Processing,
p. 425-430,
ACTA Press,
Honolulu,
2007.
:
Off-line Estimation of System Noise Covariance Matrices by aOff-line Estimation of System Noise Covariance Matrices by a Special Choice of the Filter Gain .
IEEE International Symposium on Intelligent Signal Processing,
p. 1-6,
IEEE,
New York,
2007.
:
Dual Control for ARX Models .
Proceedings of 8th International Carpathian Control Conference ICCC'2007,
p. 385-388,
Technical University, BERG Faculty,
Košice,
2007.
:
Sampling Densities of Particle Filter: A Survey and Comparison .
Proceedings of the 2007 American Control Conference,
p. 4437-4442,
2007.
:
Unified solution of optimal active fault detection and optimal control .
Proceedings of the 2007 American Control Conference,
p. 3222-3227,
2007.
:
Derivative-Free Estimation Methods: New Results and Performance Analysis .
p. 73,
University of West Bohemia in Pilsen,
Pilsen,
2007.
:
Multi-step prediction and its application for estimation of state and measurement noise covariance matrices .
p. 50,
University of West Bohemia,
Pilsen,
2007.
:
Obecný problém řízení a aktivní detekce změn v diskrétních dynamických systémech .
p. 56,
Západočeská univerzita ,
Plzeň,
2007.
+ / - Publications in year 2006
:
An aspect of optimal active detection .
Proceedings of the 7th international Ph.D. workshop: Young generation viewpoint,
p. 183-189,
Ústav teorie informace a automatizace, Akademie věd České republiky,
Praha,
2006.
:
Design of square-root derivative-free smoothers .
Proceedings of the 7th international Ph.D. workshop: Young generation viewpoint,
p. 33-41,
Ústav teorie informace a automatizace, Akademie věd České republiky,
Praha,
2006.
:
Neural adaptive dual controller with dynamic structure .
Controlo 2006,
p. 1-6,
Instituto Superior Tecnico,
Lisbon,
2006.
:
Hodnocení kvality nelineárních filtrů pomocí Camér-Raovy meze .
Principia cybernetica 2006,
p. 1-14,
Univerzita Tomáše Bati ,
Zlín,
2006.
:
Framework for implementing and testing nonlinear filters .
Preprints of the 7th IFAC Symposium on advances in control education,
p. 1-6,
IFAC,
Madrid,
2006.
:
Nonlinear filtering toolbox for continuous stochastic systems with discrete measurements .
Preprints of the 7th IFAC Symposium on advances in control education,
p. 1-6,
IFAC,
Madrid,
2006.
:
Local nonlinear filters with the second-order accuracy for neural network parameter estimation .
Proceedings of 7th International Carpathian control conference,
p. 165-168,
VŠB -Technická univerzita,
Ostrava,
2006.
:
Closed loop information processing strategy for optimal fault detection and control .
14th IFAC symposium on system identification,
p. 487-492,
IFAC,
Newcastle,
2006.
:
Design of derivative-free smoothers and predictors .
Preprints of the 14th IFAC Symposium on System Identification,
p. 1-6,
IFAC,
Newcastle,
2006.
:
Particle filter adaptation based on efficient sample size .
14th IFAC symposium on system identification,
p. 991-996,
IFAC,
Newcastle,
2006.
:
A Survey of Research Activities at FAV in Filtering, Detection and Control .
2nd International Workshop on Data - Algorithms - Decision Making,
Třešť,
2006.
:
Advanced point-mass method for nonlinear state estimation .
Automatica,
42,
vol. 7,
p. 1133-1145,
2006.
:
Neural network based bicriterial dual control of nonlinear systems .
Proceedings of the 16th IFAC World Congress,
vol. 1,
p. 58-63,
Elsevier,
Oxford,
2006.
:
Bicriterial dual control with multiple linearization .
Proceedings of the 16th IFAC World Congress,
vol. 1,
p. 103-108,
Elsevier,
Oxford,
2006.
:
Numerical solution of filtering problem with multimodal densities .
Proceedings of the 16th IFAC World Congress,
vol. 1,
p. 242-247,
Elsevier,
Oxford,
2006.
:
Optimal input and decision in multiple model fault detection .
Proceedings of the 16th IFAC World Congress,
vol. 1,
p. 454-459,
Elsevier,
Oxford,
2006.
:
Pension fund model design and state estimation .
Proceedings of the 16th IFAC World Congress,
vol. 1,
p. 140-145,
Elsevier ,
Oxford,
2006.
:
Separation approach for numerical solution of the Fokker-Planck equation in estimation problem .
Proceedings of the 16th IFAC World Congress,
vol. 1,
p. 123-128,
Elsevier,
Oxford,
2006.
:
Sigma point Gaussian sum filter design using square root unscented filters .
Proceedings of the 16th IFAC World Congress,
vol. 1,
p. 1000-1005,
Elsevier,
Oxford,
2006.
:
Using the Bhattacharyya distance in functional sampling density of particle filter .
Proceedings of the 16th IFAC World Congress,
vol. 1,
p. 1006-1011,
Elsevier,
Oxford,
2006.
+ / - Publications in year 2005
:
Performance analysis of derivative-free filters .
Proceedings of 44th IEEE Conference on decision and control, and European control conference ECC'05,
p. 1941-1946,
IEEE,
Seville,
2005.
:
Rolling horizon for active fault detection .
Proceedings of the 44th IEEE Conference on decision and control, and the European control conference ECC´05,
p. 3789-3794,
IEEE,
Seville,
2005.
:
Distance-based pruning for Gaussian sum method in non-Gaussian system state estimation .
Proceedings of the eighth IASTED international conference on Intelligent systems and control,
p. 96-101,
ACTA Press,
Anaheim,
2005.
:
Prediction error dual controller .
Proceedings of the eighth IASTED international conference on Intelligent systems and control ,
p. 253-258,
ACTA Press,
Anaheim,
2005.
:
Recursive parameters estimation and structure adaptation of neural network .
Proceedings of the eighth IASTED international conference on Intelligent systems and control,
p. 78-83,
ACTA Press,
Anaheim,
2005.
:
Distance-based pruning for Gaussian sum method in non-Gaussian system state estimation .
Modelling, identification and control,
Intelligent Systems and Control 2005,
p. 96-101,
ACTA Press,
Anaheim,
2005.
:
Recursive parameters estimation and structure adaptation of neural network .
Modelling, identification and control,
Intelligent Systems and Control 2005,
p. 78-83,
ACTA Press,
Anaheim,
2005.
:
Neural network based bicriterial dual control of nonlinear systems .
Preprints of the 16th IFAC world congress,
p. 1-6,
IFAC,
Prague,
2005.
:
Numerical solution of filtering problem with multimodal densities .
Preprints of the 16th IFAC world congress,
p. 1-6,
IFAC,
Prague,
2005.
:
Optimal input and decision in multiple model fault detection .
Preprints of the 16th IFAC world congress,
p. 1-6,
IFAC,
Prague,
2005.
:
Pension fund model design and state estimation .
Preprints of the 16th IFAC world congress,
p. 1-6,
IFAC,
Prague,
2005.
:
Separation approach for numerical solution of the Fokker-Planck equation in estimation problem .
Preprints of the 16th IFAC world congress,
p. 1-6,
IFAC,
Prague,
2005.
:
Sigma point Gaussian sum filter design using square root unscented filters .
Preprints of the 16th IFAC world congress,
p. 1-6,
IFAC,
Prague,
2005.
:
Using the Bhattacharyya distance in functional sampling density of particle filter .
Preprints of the 16th IFAC world congress,
p. 1-6,
IFAC,
Prague,
2005.
:
Kalman filtering based methods for identification of nonlinear systems by neural networks .
Proceedings of 6th International carpathian control conference,
p. 345-350,
University of Miskolc,
Miskolc-Lillafüred,
2005.
:
Preprints of the 16th IFAC World Congress .
IFAC,
Praha,
2005.
:
Selected plenaries, semi-plenaries, milestones and surveys .
p. 353,
IFAC,
Praha,
2005.
:
Pension fund state estimation and optimal investment strategy .
Bulletin of the Czech Econometric Society,
vol. 22,
p. 39-60,
2005.
:
Performance analysis of derivative-free filters .
Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes,
p. 1941-1946,
2005.
:
Rolling horizon for active fault detection .
Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes,
p. 3789-3794,
2005.
:
Identification of nonlinear non-gaussian systems by neural networks .
Nonlinear control systems 2004,
IFAC Proceedings Volume,
p. 1307-1312,
Elsevier ,
Oxford,
2005.
:
Identification of nonlinear non-gaussian systems by neural networks .
Nonlinear control systems 2004 (NOLCOS 2004),
p. 1307-1312,
Elsevier ,
Oxford,
2005.
:
Filtering, prediction and smoothing with point-mass approach .
Automatic control in aerospace 2004,
p. 375-380,
Elsevier,
Oxford,
2005.
:
Sample size adaptation for particle filters .
Automatic control in aerospace 2004,
p. 437-442,
Elsevier ,
Oxford,
2005.
:
Filtering, prediction and smoothing with point-mass approach .
Automatic control in aerospace 2004,
p. 375-380,
Elsevier,
Oxford,
2005.
:
Sample size adaptation for particle filters .
Automatic control in aerospace 2004,
p. 437-442,
Elsevier ,
Oxford,
2005.
+ / - Publications in year 2004
:
Identification of nonlinear non-gaussian systems by neural networks .
NOLCOS 2004 ,
p. 919-924,
Universitat Stuttgart,
Stuttgart,
2004.
:
Filtering, prediction and smoothing with point-mass approach .
16th IFAC symposium on automatic control in aerospace,
p. 377-382,
State University of Aerospace Instrumentation,
Saint-Petersburg,
2004.
:
Sample size adaptation for particle filters .
16th IFAC symposium on automatic control in aerospace,
p. 444-449,
State University of Aerospace Instrumentation,
Saint-Petersburg,
2004.
:
Using future information to change detection of stochastic systems .
5th international carpathian control conference,
p. 659-664,
AGH-UST,
Krakow,
2004.
:
Nonlinear filtering methods: basic approaches and software package .
Multiple participant decision making,
p. 1-13,
Prague,
2004.
:
Adaptivní řízení a zpracování signálů .
p. 134,
Západočeská univerzita,
Plzeň,
2004.
:
Methods for training and structure selection of neural networks .
p. 38,
University of West Bohemia,
Pilsen,
2004.
:
Controlling of pension fund investment by using Bellman´s optimality principle .
Control system design 2003,
p. 419-424,
Elsevier ,
Oxford,
2004.
:
Controlling of pension fund investment by using Bellman´s optimality principle .
Control system design 2003,
p. 419-424,
Elsevier ,
Oxford,
2004.
:
Multigrid design in point-mass approach to nonlinear state estimation .
System identification 2003,
p. 1693-1698,
Elsevier,
Oxford,
2004.
:
Sampling density design for particle filters .
System identification 2003,
IFAC Proceedings Volumes,
p. 175-180,
Elsevier ,
Oxford,
2004.
:
Multigrid design in point-mass approach to nonlinear state estimation .
System identification,
1,
p. 1693-1698,
Elsevier Ltd.,
Oxford,
2004.
:
Sampling density design for particle filters .
System identification : (SYSID´03),
p. 175-180,
Elsevier ,
Oxford,
2004.
+ / - Publications in year 2003
:
Controlling of pension fund investment by using Bellman´s optimality principle .
Control Systems Design ´03,
p. 1-6,
IFAC,
Bratislava,
2003.
:
Multigrid design in point-mass approach to nonlinear state estimation .
13th IFAC Symposium on System Identification,
p. 1731-1736,
OMNIPRESS,
Rotterdam,
2003.
:
Sampling density design for particle filters .
13th IFAC Symposium on System Identification,
p. 180-185,
OMNIPRESS,
Rotterdam,
2003.
:
Nonlinear parameter estimation of neural network by Gaussian sum .
Proceedings of International Carpathian Control Conference ,
p. 401-404,
Technical University of Košice,
Košice,
2003.
:
Numerical approach to continuous-discrete filter design for nonlinear stochastic systems .
Proceedings of International Carpathian Control Conference,
p. 582-585,
Technical University ,
Košice,
2003.
:
Information processing strategies and multiple model fault detection .
Proceedings of the 22nd IASTED International Conference Modelling, Identification, and Control,
p. 347-352,
IASTED ,
Calgary ,
2003.
:
Nonlinear filtering methods: some aspects and performance evaluation .
Proceedings of the 22nd IASTED International Conference Modelling, Identification, and Control,
p. 67-72,
IASTED ,
Calgary ,
2003.
:
Nonlinear filtering toolbox .
p. 18,
Západočeská univerzita,
Plzeň,
2003.
:
Cramér-Rao bound for stochastic volatility model .
PROCEEDINGS OF THE 15TH IFAC WORLD CONGRESS,
p. 173-178,
Elsevier,
Oxford,
2003.
:
Nonlinear estimation by particle filters and Cramér-Rao bound .
Proceedings of the 15th IFAC world congress,
p. 79-84,
Elsevier ,
Oxford,
2003.
:
Cramér-Rao bound for stochastic volatility model .
Proceedings of the 15th IFAC world congress,
p. 173-178,
Pergamon,
Oxford,
2003.
:
Nonlinear estimation by particle filters and Cramér-Rao bound .
Proceedings of the 15th IFAC world congress,
p. 79-84,
Elsevier ,
Oxford,
2003.
+ / - Publications in year 2002
:
Anticipative grid design in point-mass approach to nonlinear state estimation .
IEEE Transaction on Automatic Control,
47,
vol. 4,
p. 699-702,
2002.
:
Simulation Monte Carlo methods in extended stochastic volatility models .
International Journal of Intelligent Systems in Accounting, Finance & Management,
11,
vol. 2,
p. 109-117,
2002.
:
Bicriterial dual control for stochastic systems with unknown variable parameters .
Nonlinear control systems 2001,
p. 1013-1018,
Elsevier,
Oxford,
2002.
:
Setting sample size in particle filters using Cramer-Rao bound .
Nonlinear control systems 2001,
p. 681-686,
Elsevier,
Oxford,
2002.
:
Setting sample size in particle filters using Cramer-Rao bound .
Nonlinear control systems 2001 (NOLCOS 2001),
p. 681-686,
IFAC,
Oxford,
2002.
+ / - Publications in year 2001
:
Filtering, predictive, and smoothing Cramér-Rao bounds for discrete-time nonlinear dynamic systems .
Automatica,
vol. 11,
p. 1703-1716,
2001.
:
Filtering, prediction and smoothing with gaussian sum representation .
System Identification (SYSID 2000),
p. 1157-1162,
IFAC,
Oxford,
2001.


ZČU
