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 | 38 | 2018 |
Distributed Kernel Least Squares for Nonlinear Regression Applied to Sensor Networks BS Shin, H Paul, A Dekorsy EUSIPCO 2016, 2016 | 23 | 2016 |
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 | 12 | 2013 |
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 | 7 | 2021 |
Reduced overhead distributed consensus-based estimation algorithm BS Shin, H Paul, D Wübben, A Dekorsy 2013 IEEE Globecom Workshops (GC Wkshps), 778-783, 2013 | 7 | 2013 |
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 | 6 | 2017 |
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 | 6 | 2013 |
Distributed traveltime tomography using kernel-based regression in seismic networks BS Shin, D Shutin IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2022 | 5 | 2022 |
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 | 5 | 2014 |
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 | 4 | 2020 |
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 | 4 | 2018 |
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 | 3 | 2022 |
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 | 2 | 2023 |
Subsurface exploration on Mars and Moon with a robotic swarm BS Shin, D Shutin Global Space Exploration Conference (GLEX 2021), 2021 | 2 | 2021 |
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 | 2 | 2020 |
Spatial Field Reconstruction with Distributed Kernel Least Squares in Mobile Sensor Networks BS Shin, H Paul, A Dekorsy | 2 | 2017 |
Joint Distributed Traveltime and Full Waveform Tomography for Enhanced Subsurface Imaging in Seismic Networks BS Shin, D Shutin IEEE Transactions on Computational Imaging, 2024 | 1 | 2024 |
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 | 1 | 2023 |
Variational Bayesian Learning for Decentralized Blind Deconvolution of Seismic Signals Over Sensor Networks D Shutin, BS Shin IEEE Access 9, 164316-164330, 2021 | 1 | 2021 |
Probabilistic Approach toward Seismic Exploration with Autonomous Robotic Swarms K Nierula, D Shutin, BS Shin, H Igel, S Keil, F Bernauer, P Reiss, R Sesko, ... EGU General Assembly Conference Abstracts, 15385, 2024 | | 2024 |