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Dipl.-Ing. Ban-Sok Shin (Former Ph. D. Student)
Address:
University of Bremen
Dept. of Communications Engineering
Otto-Hahn-Allee NW1
D-28359 Bremen - Germany
E-mail
:
shin|ant.uni-bremen.de
Research
iJOIN
Distributed Nonlinear Signal Processing for Sensor Networks
Distributed Kernel Regression
Distributed Kernel Adaptive Filters/Adaptive Projected Subgradient Method
Kernel Methods & Vector Space Projections
Publications
1
|
2
all
2023
Swarm Exploration and Communications: A First Step towards Mutually-Aware Integration by Probabilistic Learning
BibT
E
X
E. Beck
,
B.-S. Shin
,
S. Wang
,
A. Dekorsy
, Thomas Wiedemann, Dmitriy Shutin
MDPI
,
Electronics
,
Vol. 12, No. 8, pp. 1908,
April 2023
,
DOI
2020
Diffusion Field Estimation Using Decentralized Kernel Kalman Filter with Parameter Learning over Hierarchical Sensor Networks
BibT
E
X
S. Wang
,
B.-S. Shin
, D. Shutin,
A. Dekorsy
IEEE International Workshop on Machine Learning for Signal Processing
,
Espoo, Finland,
21. - 24. September 2020
Signal Processing for Distributed Kernel-based Estimation
BibT
E
X
B.-S. Shin
Ph.D. Thesis,
Shaker Verlag
,
Bremen, Germany,
April 2020
, ISBN 978-3-8440-7311-9
2018
Distributed Adaptive Learning with Multiple Kernels in Diffusion Networks
BibT
E
X
B.-S. Shin
,
M. Yukawa
,
R.L.G. Cavalcante
,
A. Dekorsy
IEEE Transactions on Signal Processing
,
August 2018
A Hybrid Dictionary Approach for Distributed Kernel Adaptive Filtering in Diffusion Networks
BibT
E
X
B.-S. Shin
,
M. Yukawa
,
R.L.G. Cavalcante
,
A. Dekorsy
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2018)
,
Calgary, Canada,
15. - 20. April 2018
2017
Distributed Nonlinear Regression Using In-Network Processing With Multiple Gaussian Kernels
BibT
E
X
B.-S. Shin
,
H. Paul
,
M. Yukawa
,
A. Dekorsy
18th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2017)
,
Sapporo, Japan,
3. - 6. July 2017
Spatial Field Reconstruction with Distributed Kernel Least Squares in Mobile Sensor Networks
BibT
E
X
B.-S. Shin
,
H. Paul
,
A. Dekorsy
11th International ITG Conference on Systems, Communications and Coding (SCC 2017)
,
Hamburg, Germany,
6. - 9. February 2017
2016
Distributed Kernel Least Squares for Nonlinear Regression Applied to Sensor Networks
BibT
E
X
B.-S. Shin
,
H. Paul
,
A. Dekorsy
24th European Signal Processing Conference (EUSIPCO 2016)
,
Budapest, Hungary,
29. August - 2. September 2016
2014
Distributed Consensus-based Estimation for Small Cell Cooperative Networks
BibT
E
X
D. Wübben
,
H. Paul
,
B.-S. Shin
,
G. Xu
,
A. Dekorsy
10th International Workshop on Broadband Wireless Access (BWA 2014), co-located with IEEE Globecom 2014
,
Austin, TX, USA,
8. - 12. December 2014
,
DOI
Comparative Study of Distributed Consensus-based Estimation Schemes for Small-Cell Networks
BibT
E
X
D. Wübben
,
H. Paul
,
B.-S. Shin
,
G. Xu
,
A. Dekorsy
European Conference on Networks and Communications (EuCNC 2014)
,
Bologna, Italy,
23. - 26. June 2014
1
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2
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Supervised Theses
0
/
0
/ 0
Elektrotechnische Projekte (BSc.)
0
/
0
/ 0
Vertiefungsprojekte (BSc.)
0
/
0
/ 3
Bachelor theses (BSc.)
0
/
0
/ 7
Projects (MSc)
0
/
0
/ 2
Master theses (MSc)
0
/
0
/ 12
Overall
available
/
in progress
/ finished
Last change on 10.06.2020 by Admin
© Department of Communications Engineering -
University of Bremen
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