Pengfei Zhang

Publication Activity (10 Years)

Years Active: 2011-2019
Publications (10 Years): 15

Top Topics

Gaussian Process

Event Detection

Sensor Networks

Location Estimation

Top Venues

IEEE Internet Things J.

IEEE Trans. Signal Process.

Publications

Yan-Bin Chen, Ido Nevat, Pengfei Zhang, Sai Ganesh Nagarajan, Hung-Yu Wei
Query-Based Sensors Selection for Collaborative Wireless Sensor Networks With Stochastic Energy Harvesting. IEEE Internet Things J. 6 (2) (2019)
Pengfei Zhang, Gareth W. Peters, Ido Nevat, Keng Boon Teo, Yixin Wang
Multimodal Data Fusion of Spatial Fields in Sensor Networks. IEEE SENSORS (2019)
Ido Nevat, Dinil Mon Divakaran, Sai Ganesh Nagarajan, Pengfei Zhang, Le Su, Li Ling Ko, Vrizlynn L. L. Thing
Anomaly Detection and Attribution in Networks With Temporally Correlated Traffic. IEEE/ACM Trans. Netw. 26 (1) (2018)
Pengfei Zhang, Ido Nevat, Gareth W. Peters, François Septier, Michael A. Osborne
Spatial Field Reconstruction and Sensor Selection in Heterogeneous Sensor Networks With Stochastic Energy Harvesting. IEEE Trans. Signal Process. 66 (9) (2018)
Wolfgang Fruehwirt, Adam D. Cobb, Martin Mairhofer, Leonard Weydemann, Heinrich Garn, Reinhold Schmidt, Thomas Benke, Peter Dal-Bianco, Gerhard Ransmayr, Markus Waser, Dieter Grossegger, Pengfei Zhang, Georg Dorffner, Stephen J. Roberts
Bayesian deep neural networks for low-cost neurophysiological markers of Alzheimer's disease severity. CoRR (2018)
Ido Nevat, Sai Ganesh Nagarajan, Pengfei Zhang
Change Detection of a Subset of High-Dimensional Time Series Data in Sensor Networks. VTC Spring (2018)
Jingting Liu, Ido Nevat, Pengfei Zhang, Gareth W. Peters
Multimodal Data Fusion in Sensor Networks via Copula Processes. WCNC (2017)
Ido Nevat, Pengfei Zhang, Gad Frenkel, Gareth W. Peters
Parameter Estimation in Sensor Networks Under Probabilistic Censoring. IEEE Trans. Signal Process. 65 (15) (2017)
Qikun Xiang, Jie Zhang, Ido Nevat, Pengfei Zhang
A Trust-based Mixture of Gaussian Processes Model for Reliable Regression in Participatory Sensing. IJCAI (2017)
Wolfgang Fruehwirt, Pengfei Zhang, Matthias Gerstgrasser, Dieter Grossegger, Reinhold Schmidt, Thomas Benke, Peter Dal-Bianco, Gerhard Ransmayr, Leonard Weydemann, Heinrich Garn, Markus Waser, Michael A. Osborne, Georg Dorffner
Bayesian Gaussian Process Classification from Event-Related Brain Potentials in Alzheimer's Disease. AIME (2017)
Jing Yang Koh, Pengfei Zhang
Localizing Wireless Jamming Attacks with Minimal Network Resources. SpaCCS Workshops (2017)
Sai Ganesh Nagarajan, Pengfei Zhang, Ido Nevat
Geo-Spatial Location Estimation for Internet of Things (IoT) Networks With One-Way Time-of-Arrival via Stochastic Censoring. IEEE Internet Things J. 4 (1) (2017)
Qikun Xiang, Jie Zhang, Ido Nevat, Pengfei Zhang
A Trust-based Mixture of Gaussian Processes Model for Robust Participatory Sensing. AAMAS (2017)
Pengfei Zhang, Sai Ganesh Nagarajan, Ido Nevat
Secure Location of Things (SLOT): Mitigating Localization Spoofing Attacks in the Internet of Things. IEEE Internet Things J. 4 (6) (2017)
Qikun Xiang, Ido Nevat, Pengfei Zhang, Jie Zhang
Collusion-resistant Spatial Phenomena Crowdsourcing via Mixture of Gaussian Processes Regression. TRUST@AAMAS (2016)
Pengfei Zhang, Hwee Pink Tan, Gaoxi Xiao, Yi Yu
Maximizing lifetime in clustered WSNs with energy harvesting relay: Profiling and modeling. ISSNIP (2015)
Wai Hong Ronald Chan, Pengfei Zhang, Ido Nevat, Sai Ganesh Nagarajan, Alvin C. Valera, Hwee-Xian Tan, Natarajan Gautam
Adaptive Duty Cycling in Sensor Networks With Energy Harvesting Using Continuous-Time Markov Chain and Fluid Models. IEEE J. Sel. Areas Commun. 33 (12) (2015)
Pengfei Zhang, Ido Nevat, Gareth W. Peters, Gaoxi Xiao, Hwee Pink Tan
Event Detection in Wireless Sensor Networks in Random Spatial Sensors Deployments. IEEE Trans. Signal Process. 63 (22) (2015)
Pengfei Zhang, Xiaoping Ma, Wenyu Zhang, Shaowei Lin, Huiling Chen, Arthur Lee Yirun, Gaoxi Xiao
Multimodal fusion for sensor data using stacked autoencoders. ISSNIP (2015)
Wai Hong Ronald Chan, Pengfei Zhang, Wenyu Zhang, Ido Nevat, Alvin C. Valera, Hwee-Xian Tan, Natarajan Gautam
Adaptive duty cycling in sensor networks via Continuous Time Markov Chain modelling. ICC (2015)
Pengfei Zhang, Jing Yang Koh, Shaowei Lin, Ido Nevat
Distributed event detection under Byzantine attack in wireless sensor networks. ISSNIP (2014)
Pengfei Zhang, Gareth W. Peters, Ido Nevat, Gaoxi Xiao, Hwee-Pink Tan
Distributed Event Detection in Sensor Networks under Random Spatial Deployment. MILCOM (2014)
Pengfei Zhang, Gaoxi Xiao, Hwee-Pink Tan
Clustering algorithms for maximizing the lifetime of wireless sensor networks with energy-harvesting sensors. Comput. Networks 57 (14) (2013)
Pengfei Zhang, Gaoxi Xiao, Hwee-Pink Tan
Distributed relay scheduling for maximizing lifetime in clustered wireless sensor networks. ICCS (2012)
Pengfei Zhang, Gaoxi Xiao, Hwee Pink Tan
A preliminary study on lifetime maximization in clustered wireless sensor networks with energy harvesting nodes. ICICS (2011)