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 :

Research

• iJOIN

Publications

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2023

• Swarm Exploration and Communications: A First Step towards Mutually-Aware Integration by Probabilistic Learning BibT_EX
  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_EX
  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_EX
  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_EX
  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_EX
  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_EX
  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_EX
  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_EX
  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_EX
  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_EX
  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

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Supervised Theses

available / in progress / finished