Dr.-Ing Yanqiu Huang

Scientific Assistant/Postdoc

Chair for Integrated Digital Systems, ITEM, University of Bremen
NW1, Otto-Hahn Allee 1, 28359 Bremen Germany

Tel.: +49 (0) 421 218 62519
Fax.: +49 (0) 421 218 9862519
Office: W3100, NW1
huang (at) item.uni-bremen.de

Research Topics

My current research topics concentrate on the following areas:

  • Energy efficient algorithms for IoT nodes
    anomaly detection, data prediction, data compression, data fusion, etc.
  • Cross layer optimization of wireless sensor networks (WSNs)
    overall estiamtion and optimization of the whole network
  • Disaster management with WSNs
    Fast, accurate and adaptive response strategies

Lectures/Teaching

Master

  • Systems-on-Chip: Architectures and Design Methods (English)
  • Low power strategies for wireless sensor networks (English)

Bachelor and Master Projects and theses

  • I offer several theses in the field of wireless sensor networks. All theses can be written in English. For more information, please contact me personally.

Projects

I am currently involved in the following project:

  • How to make nodes in IoT understand data: Autonomous ultra-low-power mote-architectures boosted with intelligent algorithms
The project is funded by the Central Research Development Fund from Uni-Bremen.

Open student assistant positions

  • There are several open student assistant positions in this project. For more information, please contact me personally.

Latest Publication

  1. W Yu, A Najafi, Y Huang and A Garcia-Ortiz. "Combination of Task Allocation and Approximate Computing for Fog Architecture based IoT."  IEEE Internet of Things Journal, 2021. DOI: 10.1109/JIOT.2020.3040892  Preprint
  2. W Yu, A Najafi, Y Nevarez, Y Huang and A Garcia-Ortiz. "TAAC: Task Allocation Meets Approximate Computing for Internet of Things."  2020 IEEE International Symposium on Circuits and Systems (ISCAS). DOI: 10.1109/ISCAS45731.2020.9180895  Preprint
  3. W. Yu, O. Akinlolu, Y. Sander, Y. Huang and A. Garcia-Ortiz. "SATA: An Intelligent Security Aware Task Allocation for Multihop Wireless Networks."  2020 9th International Conference on Modern Circuits and Systems Technologies (MOCAST). DOI: 10.1109/MOCAST49295.2020.9200239  Preprint
  4. Wanli Yu, Yanqiu Huang and Alberto Garcia-Ortiz. "Optimal task allocation algorithms for energy constrained multihop wireless networks."  IEEE Sensors Journal, 2019. DOI: 10.1109/JSEN.2019.2916591  Preprint
  5. Yanqiu Huang, Wanli Yu, Enjie Ding and Alberto Garcia-Ortiz. "EPKF: Energy Efficient Communication Schemes based on Kalman Filter for IoT."  IEEE Internet of Things Journal, 2019. DOI: 10.1109/JIOT.2019.2900853  Preprint
  6. Yanqiu Huang, Wanli Yu, Alex Leong and Alberto Garcia-Ortiz. "Poster: Event-triggered State Estimation Meets Duty Cycling Protocol."  to appear in Proceedings of the 2019 International Conference on Embedded Wireless Systems and Networks (EWSN 2019), Beijing, China, Feb 25-27, 2019, pp.1-2.
  7. Yanqiu Huang, Wanli Yu, Muhammad Usman, Shengdi Wang and Alberto Garcia-Ortiz. "Analysis of optimal reconstruction methods based on incomplete information from sensor nodes using Kalman filter."  IEEE Sensors Journal, 2018. DOI: 10.1109/JSEN.2018.2849643  Preprint
  8. Wanli Yu, Yanqiu Huang and Alberto Garcia-Ortiz. " Energy aware task allocation in WSNs"  in Habib M. Ammari The philosophy of mission-oriented sensor networks and systems, Springer, 2018.
  9. Wanli Yu, Yanqiu Huang and Alberto Garcia-Ortiz. "Joint task allocation approaches for hierarchical wireless sensor networks."  2018 International Conference on Modern Circuits and Systems Technologies (MOCAST 2018), Thessaloniki, Greece, May 7-9, 2018, pp. 1-4.
  10. Fei Dong, Xiao Yu, Enjie Ding, Shoupeng Wu, Chunyang Fan, Yanqiu Huang. "Rolling Bearing Fault Diagnosis Using Modified Neighborhood Preserving Embedding and Maximal Overlap Discrete Wavelet Packet Transform with Sensitive Features Selection."  Shock and Vibration, 2018. DOI: 10.1155/2018/5063527  Preprint
  11. Wanli Yu, Yanqiu Huang and Alberto Garcia-Ortiz. "Distributed Optimal On-line Task Allocation Algorithm for Wireless Sensor Networks."  IEEE Sensors Journal, 2018. DOI: 10.1109/JSEN.2017.2768659  Preprint
  12. Yanqiu Huang. "Transmission Rate Compression Based on Kalman Filter Using Spatio-temporal Correlation for Wireless Sensor Networks."  Phd thesis, pp. 1-167, Jan. 2017. DOI: http://d-nb.info/1124975799
  13. Wanli Yu, Yanqiu Huang and Alberto Garcia-Ortiz. "Modeling Optimal Dynamic Scheduling for Energy-Aware Workload Distribution in Wireless Sensor Networks."  2016 International Conference on Distributed Computing in Sensor Systems (DCOSS 2016), Washington DC, USA, May 26-28, 2016, pp. 116-118. DOI: 10.1109/DCOSS.2016.39 .
  14. Yanqiu Huang, Wanli Yu and Alberto Garcia-Ortiz. "PKF-ST: A Communication Cost Reduction Scheme Using Spatial and Temporal Correlation for Wireless Sensor Networks."  International Conference on Embedded Wireless Systems and Networks (EWSN 2016), TU Graz, Austria, 15 Feb.-17 Feb, 2016, pp. 47 - 52, ISBN:978-0-9949886-0-7. DOI: http://dl.acm.org/citation.cfm?id=2893719 Preprint
  15. Yanqiu Huang, Wanli Yu and Alberto Garcia-Ortiz. "Analysis of PKF: A communication cost reduction scheme for wireless sensor networks."  IEEE Transactions on Wireless Communications, Vol.15, no. 2, pp. 843-856, 2016. DOI: 10.1109/TWC.2015.2479234 
  16. Wanli Yu, Yanqiu Huang and Alberto Garcia-Ortiz. "An Altruistic Compression-scheduling Scheme for Cluster-based Wireless Sensor Networks."  12th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), June 22-25 2015, Seattle, USA, pp. 73-81. DOI: 10.1109/SAHCN.2015.7338293 
  17. Wolfgang Büter, Yanqiu Huang, Daniel Gregorek and Alberto García-Ortiz. "A decentralised, autonomous, and congestion-aware thermal monitoring infrastructure for photonic network-on-chip."  2015 10th International Symposium on Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC), Bremen, 2015, pp. 1-8. DOI: 10.1109/ReCoSoC.2015.7238081
  18. Yanqiu Huang, Wanli Yu and Alberto Garcia-Ortiz. "Accurate Energy-Aware Workload Distribution for Wireless Sensor Networks Using a Detailed Communication Energy Cost Model."  Journal of Low Power Electronics, Vol.10, no. 2, pp. 183-193, 2014. DOI: 10.1166/jolpe.2014.1315
  19. Yanqiu Huang, Wanli Yu and Alberto Garcia-Ortiz. "PKF: A communication cost reduction schema based on Kalman filter and data prediction for Wireless Sensor Networks."  26th IEEE International SOC Conference (SOCC), pp. 73-78, Sept. 4-6, 2013. DOI: 10.1109/SOCC.2013.6749663