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 |
|