| bibtype |
J -
Journal Article
|
| ARLID |
0422958 |
| utime |
20240103203644.5 |
| mtime |
20141023235959.9 |
| WOS |
000344176000008 |
| SCOPUS |
84885353249 |
| DOI |
10.1002/acs.2438 |
| title
(primary) (eng) |
State and parameter estimation of state-space model with entry-wise correlated uniform noise |
| specification |
| page_count |
17 s. |
| media_type |
P |
|
| serial |
| ARLID |
cav_un_epca*0256772 |
| ISSN |
0890-6327 |
| title
|
International Journal of Adaptive Control and Signal Processing |
| volume_id |
28 |
| volume |
11 (2014) |
| page_num |
1189-1205 |
| publisher |
|
|
| keyword |
state-space models |
| keyword |
bounded noise |
| keyword |
filtering problems |
| keyword |
estimation algorithms |
| keyword |
uncertain dynamic systems |
| author
(primary) |
| ARLID |
cav_un_auth*0101175 |
| name1 |
Pavelková |
| name2 |
Lenka |
| full_dept (cz) |
Adaptivní systémy |
| full_dept (eng) |
Department of Adaptive Systems |
| department (cz) |
AS |
| department (eng) |
AS |
| institution |
UTIA-B |
| full_dept |
Department of Adaptive Systems |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101124 |
| name1 |
Kárný |
| name2 |
Miroslav |
| full_dept (cz) |
Adaptivní systémy |
| full_dept |
Department of Adaptive Systems |
| department (cz) |
AS |
| department |
AS |
| institution |
UTIA-B |
| full_dept |
Department of Adaptive Systems |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| cas_special |
| project |
| project_id |
TA01030123 |
| agency |
GA TA ČR |
| ARLID |
cav_un_auth*0271776 |
|
| project |
| project_id |
GA13-13502S |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0292725 |
|
| research |
CEZ:AV0Z1075907 |
| abstract
(eng) |
Joint parameter and state estimation is proposed for linear state-space model with uniform, entry-wise correlated, state and output noises (LSU model for short). The adopted Bayesian modelling and approximate estimation produce an estimator that (a) provides the maximum a posteriori estimate enriched by information on its precision, (b) respects correlated noise entries without demanding the user to tune noise covariances, and (c) respects bounded nature of real-life variables. |
| reportyear |
2015 |
| RIV |
BC |
| num_of_auth |
2 |
| mrcbC52 |
4 A 4a 20231122140033.3 |
| permalink |
http://hdl.handle.net/11104/0230623 |
| confidential |
S |
| mrcbT16-e |
AUTOMATIONCONTROLSYSTEMS|ENGINEERINGELECTRICALELECTRONIC |
| mrcbT16-j |
0.599 |
| mrcbT16-s |
1.157 |
| mrcbT16-4 |
Q1 |
| mrcbT16-B |
52.27 |
| mrcbT16-C |
52.640 |
| mrcbT16-D |
Q2 |
| mrcbT16-E |
Q1 |
| arlyear |
2014 |
| mrcbTft |
\nSoubory v repozitáři: pavelkova-0422958-nezverejnovat.pdf |
| mrcbU14 |
84885353249 SCOPUS |
| mrcbU34 |
000344176000008 WOS |
| mrcbU63 |
cav_un_epca*0256772 International Journal of Adaptive Control and Signal Processing 0890-6327 1099-1115 Roč. 28 č. 11 2014 1189 1205 Wiley |
|