Silvia Krug

Academic title: Postdoc
Telephone: +46 (0)10-1428435
Email: silvia.krug@miun.se
Room number: S 208
Location: Sundsvall

Research centers:

STC Research Centre

Department:

Department of Computer and Electrical Engineering (DET)

Publications

Articles in journals

Schneider, S. , Goetze, M. , Krug, S. & Hutschenreuther, T. (2024). A Retrofit Streetlamp Monitoring Solution Using LoRaWAN Communications. Eng, vol. 5: 1, pp. 513-531.

Krug, S. & Hutschenreuther, T. (2023). A Case Study toward Apple Cultivar Classification Using Deep Learning. AGRIENGINEERING, vol. 5: 2, pp. 814-828.

Pandey, R. , Uziel, S. , Hutschenreuther, T. & Krug, S. (2023). Towards Deploying DNN Models on Edge for Predictive Maintenance Applications. Electronics, vol. 12: 3

Shallari, I. , Sánchez Leal, I. , Krug, S. , Jantsch, A. & O'Nils, M. (2021). Design space exploration for an IoT node : Trade-offs in processing and communication. IEEE Access, vol. 9, pp. 65078-65090.

Vilar, C. , Krug, S. , Qureshi, F. Z. & O'Nils, M. (2021). Evaluation of 2D-/3D-Feet-Detection Methods for Semi-Autonomous Powered Wheelchair Navigation. Journal of Imaging, vol. 7: 12

Sánchez Leal, I. , Shallari, I. , Krug, S. , Jantsch, A. & O'Nils, M. (2021). Impact of input data on intelligence partitioning decisions for IoT smart camera nodes. Electronics, vol. 10: 16

Vilar, C. , Krug, S. & Thörnberg, B. (2021). Processing chain for 3D histogram of gradients based real-time object recognition. International Journal of Advanced Robotic Systems, vol. 18: 1

Vilar, C. , Krug, S. & O'Nils, M. (2021). Realworld 3d object recognition using a 3d extension of the hog descriptor and a depth camera. Sensors, vol. 21: 3

Shallari, I. , Krug, S. & O'Nils, M. (2020). Communication and Computation Inter-Effects in People Counting Using Intelligence Partitioning. Journal of Real-Time Image Processing, vol. 17, pp. 1869-1882.

Krug, S. & O'Nils, M. (2019). Modeling and Comparison of Delay and Energy Cost of IoT Data Transfers. IEEE Access, vol. 7, pp. 58654-58675.

Conference papers

Krug, S. , Goetze, M. , Schneider, S. & Hutschenreuther, T. (2023). A Modular Platform to Build Task-Specific IoT Network Solutions for Agriculture and Forestry. In 2023 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor).. pp. 820--825.

Saqib, E. , Sánchez Leal, I. , Shallari, I. , Jantsch, A. , Krug, S. & O'Nils, M. (2023). Optimizing the IoT Performance : A Case Study on Pruning a Distributed CNN. In 2023 IEEE Sensors Applications Symposium (SAS).

Sánchez Leal, I. , Saqib, E. , Shallari, I. , Jantsch, A. , Krug, S. & O'Nils, M. (2023). Waist Tightening of CNNs : A Case study on Tiny YOLOv3 for Distributed IoT Implementations. In ACM International Conference Proceeding Series.. pp. 241--246.

Pandey, R. , Uziel, S. , Hutschenreuther, T. & Krug, S. (2023). Weighted Pruning with Filter Search to Deploy DNN Models on Microcontrollers. In 2023 IEEE 12th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS).. pp. 1077--1082.

Onus, U. , Uziel, S. , Hutschenreuther, T. & Krug, S. (2022). Trade-off between Spectral Feature Extractors for Machine Health Prognostics on Microcontrollers. In CIVEMSA 2022 - IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, Proceedings.

Krug, S. , Miethe, S. & Hutschenreuther, T. (2021). Comparing BLE and NB-IoT as communication options for smart viticulture IoT applications. In 2021 IEEE Sensors Applications Symposium (SAS).

Krug, S. , Shallari, I. & O'Nils, M. (2019). A Case Study on Energy Overhead of Different IoT Network Stacks. In 2019 IEEE 5th World Forum on Internet of Things (WF-IoT).. pp. 528--529.

Troci, J. , Krug, S. & Hutschenreuther, T. (2019). Applying Event-Based Sending Intervals to Enable Low Energy OPC-UA on Sensor Nodes. In 2019 27th Telecommunications Forum (TELFOR).

Vilar, C. , Thörnberg, B. & Krug, S. (2019). Evaluation of embedded camera systems for autonomous wheelchairs. In VEHITS 2019 - Proceedings of the 5th International Conference on Vehicle Technology and Intelligent Transport Systems.. pp. 76--85.

Taami, T. , Krug, S. & O'Nils, M. (2019). Experimental Characterization of Latency in Distributed IoT Systems with Cloud Fog Offloading. In IEEE International Workshop on Factory Communication Systems - Proceedings, WFCS.

Vilar, C. , Krug, S. & Thörnberg, B. (2019). Rotational Invariant Object Recognition for Robotic Vision. In ICACR 2019 Proceedings of the 2019 3rd International Conference on Automation, Control and Robots.. pp. 1--6.

Krug, S. , Bader, S. , Oelmann, B. & O'Nils, M. (2019). Suitability of Communication Technologies for Harvester-Powered IoT-Nodes. In IEEE International Workshop on Factory Communication Systems - Proceedings, WFCS.

Shallari, I. , Krug, S. & O'Nils, M. (2018). Architectural evaluation of node : server partitioning for people counting. In ACM International Conference Proceeding Series. New York :

Krug, S. & O'Nils, M. (2018). IoT Communication Introduced Limitations for High Sampling Rate Applications. In GI/ITG KuVS Fachgespräch Sensornetze 13. & 14. September 2018, Braunschweig : Technical Report.