Publikationen

419.

G. Maus, W. Gerth and D. Brückmann, "A parking spot occupancy sensor based on commodity wireless chipsets" in 2022 IEEE Sensors Applications Symposium (SAS), 2022, pp. 1--6.

DOI: 10.1109/SAS54819.2022.9881350

418.

G. Maus, J. Schirmer, R. Ahrens, S. Janicke and D. Brückmann, "Car Traffic Monitoring Using Discrete Frequency Chirp {Bluetooth} Radar" in 2022 IEEE International Symposium on Circuits and Systems (ISCAS), 2022, pp. 722--726.

DOI: 10.1109/ISCAS48785.2022.9937298

417.

G. Maus, H. Pörner, R. Ahrens and D. Brückmann, "A Phase Normalization Scheme for Angle of Arrival based {Bluetooth} Indoor Localization" in 2022 IEEE 65th International Midwest Symposium on Circuits and Systems (MWSCAS), 2022, pp. 1--5.

DOI: 10.1109/MWSCAS54063.2022.9859290

416.

M. Goubeaud, P. Joußen, N. Gmyrek, F. Ghorban and A. Kummert, "White Noise Windows: Data Augmentation for Time Series" in 2021 7th International Conference on Optimization and Applications (ICOA), 2021, pp. 1-5.

DOI: 10.1109/ICOA51614.2021.9442656

415.

M. Goubeaud, P. Joußen, N. Gmyrek, F. Ghorban, L. Schelkes and A. Kummert, "Using Variational Autoencoder to augment Sparse Time series Datasets" in 2021 7th International Conference on Optimization and Applications (ICOA), 2021, pp. 1-6.

DOI: 10.1109/ICOA51614.2021.9442619

414.

D. Michalik, P. Kohl, M. Krause, A. Kummert and T. Meisen, "Synergiepotenziale von Virtual City Twins im Bereich automatisiertes Fahren ? Beschleunigung der technischen Entwicklung und " in Making Connected Mobility Work, Proff, Heike, Eds. <prt>Springer Fachmedien Wiesbaden</prt>, 2021.

413.

S. Tilgner, D. Wagner, K. Kalischewski, J. Schmitz and A. Kummert, "Study on the Influence of Multiple Image Inputs of a Multi-View Fusion Neural Network Based on Grad-CAM and Masked Image Inputs" in 2020 28th European Signal Processing Conference (EUSIPCO), 2021, pp. 1427-1431.

DOI: 10.23919/Eusipco47968.2020.9287315

ISBN: 978-9-0827-9705-3

412.

M. Braun, A. Cennamo, M. Schoeler, K. Kollek and A. Kummert, "Semantic Segmentation of Radar Detections using Convolutions on Point Clouds", Journal of Physics: Conference Series, vol. 1924, no. 1, pp. 012003, 2021. {IOP} Publishing.

DOI: 10.1088/1742-6596/1924/1/012003

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411.

B. Sulikowski, K. Gałkowski, D. Trzciński, E. Rogers and A. Kummert, "Robust Iterative Learning Control for Spatially Interconnected Systems using 2D Control Theory" in 2021 European Control Conference (ECC), 2021, pp. 1030-1035.

DOI: 10.23919/ECC54610.2021.9654959

410.

M. Goubeaud, N. Gmyrek, F. Ghorban, L. Schelkes and A. Kummert, "Random Noise Boxes: Data Augmentation for Spectrograms" in 2021 IEEE International Conference on Progress in Informatics and Computing (PIC), 2021, pp. 24-28.

DOI: 10.1109/PIC53636.2021.9687058

409.

M. Braun, M. Luszek, J. Siegemund, K. Kollek and A. Kummert, "Quantification of Uncertainties in Deep Learning-based Environment Perception" in 2021 IEEE International Conference on Omni-Layer Intelligent Systems (COINS), 2021, pp. 1--8.

408.

I. Freeman, K. Zhao and A. Kummert, "Polynomial Trajectory Predictions for Improved Learning Performance" in 2021 IEEE International Conference on Image Processing (ICIP), 2021, pp. 3313-3317.

DOI: 10.1109/ICIP42928.2021.9506459

407.

J. Cao, H. Dai, B. Lei, C. Yin, H. Zeng and A. Kummert, "Maximum Correntropy Criterion-Based Hierarchical One-Class Classification", IEEE Transactions on Neural Networks and Learning Systems, vol. 32, no. 8, pp. 3748-3754, 2021.

DOI: 10.1109/TNNLS.2020.3015356

406.

J. Schmitz, A. Bauer and A. Kummert, "Large-Scale Curb Extraction Based on 3D Deep Learning and Iterative Refinement Post-Processing" in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), 2021, pp. 558--563.

405.

K. Kollek, M. A. Aguilar, M. Braun and A. Kummert, "Improving Neural Network Architecture Compression by Multi-Grain Pruning" in 2021 IEEE International Conference on Progress in Informatics and Computing (PIC), 2021, pp. 6--13.

404.

F. Ghorban, N. Hasan, J. Velten and A. Kummert, "Improving FM-GAN through Mixup Manifold Regularization" in 2021 IEEE International Symposium on Circuits and Systems (ISCAS), 2021, pp. 1-5.

DOI: 10.1109/ISCAS51556.2021.9401169

403.

L. Kolonko, J. Velten, A. Kummert and B. Musiol, "FPGA Implementation of Wave Digital Filters with Multiple exp-based Nonlinearities" in 2021 IEEE International Midwest Symposium on Circuits and Systems (MWSCAS), 2021, pp. 507-510.

DOI: 10.1109/MWSCAS47672.2021.9531724

402.

L. Kolonko, J. Velten and A. Kummert, "Automatic Differentiating Wave Digital Filters with Multiple Nonlinearities" in 2020 28th European Signal Processing Conference (EUSIPCO), 2021, pp. 1-5.

ISBN: 978-9-0827-9705-3

401.

L. Kolonko, B. Musiol, J. Velten and A. Kummert, "A Split-Modular Approach to Wave Digital Filters containing Bipolar Junction Transistors" in 2021 IEEE International Midwest Symposium on Circuits and Systems (MWSCAS), 2021, pp. 840-843.

DOI: 10.1109/MWSCAS47672.2021.9531789

400.

N. Kuxdorf-Alkirata, G. Maus and D. Brückmann, "A Device-free Indoor Localization System Based on Supervised Learning and {Bluetooth Low Energy}" in 2021 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 2021, pp. 413--418.

DOI: 10.1109/MeditCom49071.2021.9647654

399.

G. Maus and D. Brückmann, "Absolute phase measurements using off-the-shelf {BLE} components" in Wireless Congress: Systems & Applications, Nov. 2020.

398.

J. Schmitz, S. Tilgner, K. Kalischewski, D. Wagner and A. Kummert, "Hands on Wheel Classification Based on Depth Images and Neural Networks" in MATEC Web of Conferences, 2020, pp. 06003.

DOI: 10.1051/matecconf/202030806003

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397.

H. Treichel, M. Krause, D. Michalik and P. Kohl, "User-driven development (UDD): Ans" in Neue Dimensionen der Mobilit, Proff, Heike, Eds. <prt>Springer Fachmedien Wiesbaden</prt>, 2020, pp. 433--448.

DOI: 10.1007/978-3-658-29746-6_36

ISBN: 978-3-658-29745-9 978-3-658-29746-6

396.

L. Kolonko, J. Velten and A. Kummert, "Optimization of Artificial Port Reflectances for Wave Digital Filters with Topology-Related Delay-Free Loops" in 2020 IEEE 63rd International Midwest Symposium on Circuits and Systems (MWSCAS), 2020, pp. 170-173.

DOI: 10.1109/MWSCAS48704.2020.9184701

395.

M. Goubeaud, T. Grunert, J. Lützenkirchen, P. Joußen, F. Ghorban and A. Kummert, "Introducing a New Benchmarked Dataset for Mechanical Stop Detection of Stepper Motors" in 2020 27th IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2020, pp. 1-4.

DOI: 10.1109/ICECS49266.2020.9294985