| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0364544 |
| utime |
20240111140800.4 |
| mtime |
20110927235959.9 |
| title
(primary) (eng) |
Comparison of State Estimation Using Finite Mixtures and Hidden Markov Models |
| specification |
| page_count |
5 s. |
| media_type |
CD |
|
| serial |
| ARLID |
cav_un_epca*0364556 |
| ISBN |
978-1-4577-1424-5 |
| title
|
Proceedings of the 6th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems : Technology and Application |
| page_num |
527-531 |
| publisher |
| place |
Piscataway |
| name |
IEEE |
| year |
2011 |
|
|
| keyword |
mixture models |
| keyword |
hidden Markov models |
| keyword |
state estimation |
| keyword |
online estimation |
| author
(primary) |
| ARLID |
cav_un_auth*0213012 |
| name1 |
Nagy |
| name2 |
I. |
| country |
CZ |
|
| author
|
| ARLID |
cav_un_auth*0108105 |
| name1 |
Suzdaleva |
| name2 |
Evgenia |
| full_dept (cz) |
Adaptivní systémy |
| full_dept |
Department of Adaptive Systems |
| department (cz) |
AS |
| department |
AS |
| institution |
UTIA-B |
| full_dept |
Department of Signal Processing |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0274528 |
| name1 |
Mlynářová |
| name2 |
Tereza |
| full_dept (cz) |
Adaptivní systémy |
| full_dept |
Department of Adaptive Systems |
| department (cz) |
AS |
| department |
AS |
| institution |
UTIA-B |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| cas_special |
| project |
| project_id |
1M0572 |
| agency |
GA MŠk |
| ARLID |
cav_un_auth*0001814 |
|
| project |
| project_id |
TA01030123 |
| agency |
GA TA ČR |
| ARLID |
cav_un_auth*0271776 |
|
| research |
CEZ:AV0Z10750506 |
| abstract
(eng) |
Many various algorithms are developed for state estimation of dynamic switching systems. It is not a straightforward task to choose the most suitable one. This paper deals with testing of state estimation via two wellknown approaches: recursive estimation with finite mixtures and iterative technique with hidden Markov models. A discussion of comparison of these online and offline counterparts is of true interest. The paper describes experiments providing a comparison of these methods. |
| action |
| ARLID |
cav_un_auth*0274520 |
| name |
6th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications |
| place |
Prague |
| dates |
15.09.2011-17.09.2011 |
| country |
CZ |
|
| reportyear |
2012 |
| RIV |
BC |
| num_of_auth |
3 |
| permalink |
http://hdl.handle.net/11104/0200007 |
| arlyear |
2011 |
| mrcbU56 |
pdf |
| mrcbU63 |
cav_un_epca*0364556 Proceedings of the 6th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems : Technology and Application 978-1-4577-1424-5 527 531 Piscataway IEEE 2011 |
|