Publications by ANT Staff of Ban-Sok Shin

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

2013

• Reduced Overhead Distributed Consensus-Based Estimation Algorithm BibT_EX
  B.-S. Shin, H. Paul, D. Wübben, A. Dekorsy
  First International Workshop on Cloud-Processing in Heterogeneous Mobile Communication Networks (IWCPM 2013), co-located with IEEE Globecom 2013, Atlanta, USA, 9. - 13. December 2013, DOI
• In-Network-Processing for Small Cell Cooperation in Dense Networks BibT_EX
  H. Paul, B.-S. Shin, D. Wübben, A. Dekorsy
  First International Workshop on Cloud Technologies and Energy Efficiency in Mobile Communication Networks (CLEEN 2013), 2013 IEEE 78th Vehicular Technology Conference (VTC Fall), Las Vegas, USA, 2. September 2013, DOI
• Distributed Consensus-Based Linear Estimation with Erroneous Links BibT_EX
  H. Paul, B.-S. Shin, A. Dekorsy
  VDE/ITG International Workshop on Smart Antennas (WSA) 2013, Stuttgart, Germany, 13. - 14. March 2013