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Ban-Sok Shin
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Distributed Adaptive Learning With Multiple Kernels in Diffusion Networks
BS Shin, M Yukawa, R Cavalcante, A Dekorsy
IEEE Transactions on Signal Processing 66 (21), 5505 - 5519, 2018
352018
Distributed Kernel Least Squares for Nonlinear Regression Applied to Sensor Networks
BS Shin, H Paul, A Dekorsy
EUSIPCO 2016, 2016
222016
In-network-processing for small cell cooperation in dense networks
H Paul, BS Shin, D Wubben, A Dekorsy
2013 IEEE 78th Vehicular Technology Conference (VTC Fall), 1-5, 2013
122013
Adapt-Then-Combine Full Waveform Inversion for Distributed Subsurface Imaging in Seismic Networks
BS Shin, D Shutin
IEEE International Conference on Acoustics, Speech and Signal Processing, 2021
72021
Reduced overhead distributed consensus-based estimation algorithm
BS Shin, H Paul, D Wübben, A Dekorsy
2013 IEEE Globecom Workshops (GC Wkshps), 778-783, 2013
72013
Distributed consensus-based linear estimation with erroneous links
H Paul, BS Shin, A Dekorsy
WSA 2013; 17th International ITG Workshop on Smart Antennas, 1-5, 2013
62013
Distributed traveltime tomography using kernel-based regression in seismic networks
BS Shin, D Shutin
IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2022
52022
Distributed Nonlinear Regression Using In-Network Processing With Multiple Gaussian Kernels
BS Shin, H Paul, M Yukawa, A Dekorsy
18th IEEE International Workshop on Signal Processing Advances in Wireless …, 2017
52017
Distributed consensus-based estimation for small cell cooperative networks
D Wübben, H Paul, BS Shin, G Xu, A Dekorsy
2014 IEEE Globecom Workshops (GC Wkshps), 1032-1037, 2014
52014
DIFFUSION FIELD ESTIMATION USING DECENTRALIZED KERNEL KALMAN FILTER WITH PARAMETER LEARNING OVER HIERARCHICAL SENSOR NETWORKS
S Wang, BS Shin, D Shutin, A Dekorsy
IEEE International Workshop on Machine Learning for Signal Processing, 2020
32020
A HYBRID DICTIONARY APPROACH FOR DISTRIBUTED KERNEL ADAPTIVE FILTERING IN DIFFUSION NETWORKS
BS Shin, M Yukawa, RLG Cavalcante, A Dekorsy
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2018
32018
Subsurface exploration on Mars and Moon with a robotic swarm
BS Shin, D Shutin
Global Space Exploration Conference (GLEX 2021), 2021
22021
DISTRIBUTED BLIND DECONVOLUTION OF SEISMIC SIGNALS UNDER SPARSITY CONSTRAINTS IN SENSOR NETWORKS
BS Shin, D Shutin
IEEE International Workshop on Machine Learning for Signal Processing, 2020
22020
Spatial Field Reconstruction with Distributed Kernel Least Squares in Mobile Sensor Networks
BS Shin, H Paul, A Dekorsy
22017
Parallel 2D Seismic Ray Tracing using CUDA on a Jetson Nano
BS Shin, L Wientgens, D Shutin
IEEE International Conference on Acoustics, Speech, and Signal Processing, 2023
12023
Swarm Exploration and Communications: A First Step towards Mutually-Aware Integration by Probabilistic Learning
E Beck, BS Shin, S Wang, T Wiedemann, D Shutin, A Dekorsy
Electronics 12 (8), 1908, 2023
12023
Near-surface seismic measurements in gravel pit, over highway tunnel and underground tubes with ground truth information as an open data set
BS Shin, L Wientgens, M Schaab, D Shutin
Sensors 22 (17), 6687, 2022
12022
Variational Bayesian Learning for Decentralized Blind Deconvolution of Seismic Signals Over Sensor Networks
D Shutin, BS Shin
IEEE Access 9, 164316-164330, 2021
12021
Probabilistic Approach toward Seismic Exploration with Autonomous Robotic Swarms
K Nierula, D Shutin, BS Shin, H Igel, S Keil, F Bernauer, P Reiss, ...
EGU24, 2024
2024
The NEPOS Project: Near-Surface Seismic Exploration of Planetary Bodies with Adaptive Networks
S Keil, H Igel, F Bernauer, D Shutin, BS Shin, K Nierula, P Reiss, ...
EGU24, 2024
2024
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