Projects

Finished projects

  1. Sensor analytics for structure health monitoring. Oct 2018 - Nov 2019

  2. SMART Sensing, Analytics and Predictive Modelling to Aid Planning and Optimisation for the Urban Habitat (SmartUH) Mar 2019 to Nov 2019

  3. Anomaly detection and missing data imputation for sensor network. Oct 2018 - Nov 2019

    1. Gaussian process for distributed energy storage. Oct 2016 - Oct 2018.

    2. Develop Gaussian Process Classification Techniques for Neuroscience EEG data of Alzhelmer's patients. Dec 2016- Dec. 2017

    3. Trust modeling using Gaussian Process for WSNs. Oct 2014 - Oct 2016.

    4. Develop novel techniques and distributed algorithms to solve parametric and non-parametric algorithms in wireless sensor networks. Feb 2016 – Oct. 2016.

    5. Data Analytics for Sensor Networks. Feb 2016 - Oct 2016.

    6. Studies of network security for Internet protocol such as TCP/IP using Markov Chain, LRT and Cross Entropy. Aug 2015 – Sep 2016

    7. Studies of outliers in temperature and humidity data for wireless sensor network using statistical analysis in wireless sensor networks. Feb 2016 - June 2016.

    8. Study of networking performance in wireless sensor networks using data driven methods. Oct 2014 – Jun 2016.

    9. Studies of sensor set selection problem using Query-based scheme following Gaussian Process Modeling. Jan 2015 – Jun 2016.

    10. Deployment of testbed for reliable information delivery for WSN. Use state-of-art performance analytic visualization tool to analyze the networking performance of testbed. Oct 2014 – Feb 2016.

    11. Use statistical modeling methods to deal with signal processing problems in wireless sensor networks. Oct 2014 – Jan 2016.

    12. Security, Privacy and Trust for entire Sensor Network, work on security analysis tool for WSN. Oct 2014 - Nov 2015.

    13. Discuss with Shineseniors staff for building statistical tool for analyzing the bathroom usage data by old people in Singapore. Aim to improve the health conditions of senior people from the data automatically. Apr 2015 – Nov 2015.

    14. (TW-TOA) Two-Way Time-of-arrival Localization in Internet of Things (IoT). Propose efficient localization algorithms using TW-TOA and audibility schemes which can efficiently overcome the ambiguity problem in WSNs. Feb 2015 – Oct 2015.

    15. Adaptive duty cycle scheme in energy harvesting wireless sensor networks, Oct 2014-Jul 2015.

    16. Use stacked autoencoders to do multimodal data fusion in sensor data, successfully demonstrate the paper in external review committee (ERC) demo; use Minimum probability flow (MPF) for neural networks for WSN analysis. Oct 2014 – Aug 2015.

    17. Testing of solar panel charging and discharging profiles to serve for the testbed of JLD and sensesurf. Build the circuits to measure the charging power of solar panels. Analyze the performance of the circuits design and verify the performance. Jan 2015 – Mar 2015.

    18. In charge of LLE (Large Local Enterprise) showcase, demonstrate the S&S capability to local large companies. Aug 2015.