| bibtype |
J -
Journal Article
|
| ARLID |
0396518 |
| utime |
20240103203008.3 |
| mtime |
20131001235959.9 |
| WOS |
000324939100003 |
| SCOPUS |
84884761747 |
| DOI |
10.1109/LSP.2013.2282042 |
| title
(primary) (eng) |
Dynamic Diffusion Estimation in Exponential Family Models |
| specification |
| page_count |
4 s. |
| media_type |
E |
|
| serial |
| ARLID |
cav_un_epca*0253212 |
| ISSN |
1070-9908 |
| title
|
IEEE Signal Processing Letters |
| volume_id |
20 |
| volume |
11 (2013) |
| page_num |
1114-1117 |
| publisher |
| name |
Institute of Electrical and Electronics Engineers |
|
|
| keyword |
diffusion estimation |
| keyword |
distributed estimation |
| keyword |
paremeter estimation |
| author
(primary) |
| ARLID |
cav_un_auth*0242543 |
| name1 |
Dedecius |
| name2 |
Kamil |
| 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*0263972 |
| name1 |
Sečkárová |
| name2 |
Vladimíra |
| 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 |
7D12004 |
| agency |
GA MŠk |
| ARLID |
cav_un_auth*0291242 |
|
| project |
| project_id |
GA13-13502S |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0292725 |
|
| abstract
(eng) |
This letter proposes a new dynamic diffusion estimation method for a collaborative inference of a common model parameter using a distributed network of cooperating nodes. Unlike the existing single problem-oriented diffusion methods, it is formulated abstractly for the exponential family of models. The resulting advantage - its easy and straightforward application to the family members - is demonstrated on three selected cases. |
| reportyear |
2014 |
| RIV |
BB |
| num_of_auth |
2 |
| mrcbC52 |
4 A 4a 20231122135815.1 |
| permalink |
http://hdl.handle.net/11104/0224311 |
| mrcbT16-e |
ENGINEERINGELECTRICALELECTRONIC |
| mrcbT16-f |
1.718 |
| mrcbT16-g |
0.264 |
| mrcbT16-h |
6.IV |
| mrcbT16-i |
0.01450 |
| mrcbT16-j |
0.797 |
| mrcbT16-k |
4223 |
| mrcbT16-l |
295 |
| mrcbT16-s |
0.785 |
| mrcbT16-z |
ScienceCitationIndexExpanded |
| mrcbT16-4 |
Q1 |
| mrcbT16-B |
66.128 |
| mrcbT16-C |
64.718 |
| mrcbT16-D |
Q2 |
| mrcbT16-E |
Q2 |
| arlyear |
2013 |
| mrcbTft |
\nSoubory v repozitáři: dedecius-0396518.pdf |
| mrcbU14 |
84884761747 SCOPUS |
| mrcbU34 |
000324939100003 WOS |
| mrcbU63 |
cav_un_epca*0253212 IEEE Signal Processing Letters 1070-9908 1558-2361 Roč. 20 č. 11 2013 1114 1117 Institute of Electrical and Electronics Engineers |
|