Shelley Wang

Post Doctorate Fellow (Candidate)

Short biography

My research interests include stochastic graphical learning and modeling for large-scale networks and data mining and visualization, affective computing, image processing, computer vision, signal processing, femtocell networking, network control theory, wideband spectrum sensing, and dynamic spectrum access. My current focus is on efficient high-resolution, remote spatial biosignals measurements using video imaging for affective computing.

Supervisors

David A. Clausi

Research interests

My research interests include stochastic graphical learning and modeling for large-scale networks and data mining and visualization, affective computing, image processing, computer vision, signal processing, femtocell networking, network control theory, wideband spectrum sensing, and dynamic spectrum access. My current focus is on efficient high-resolution, remote spatial biosignals measurements using video imaging for affective computing.

Research topics

Biomedical Imaging

Computer Vision

Stochastic Models

Video Analysis

Publications

Books

Wong, A., J. Wallace, A. Lee, X. Wang, V. Cheung, and A. KumarData Structures and Algorithms in a Nutshell: University of Waterloo, pp. 200, 2012. Details

Journal articles

Wang, X., and A. Wong, "Multi-parametric Clustering for Sensor Node Coordination in Cognitive Wireless Sensor Networks", Public Library of Science ONE, 2013. Details

Wong, A., and X. Wang, "Monte Carlo Cluster Refinement for Noise Robust Image Segmentation", Journal of Visual Communication and Image Representation, 2012. Details

Wang, X.A. Wong, and P-H. Ho, "Stochastic medium access for cognitive radio ad hoc networkspdf", IEEE Journal on Selected Areas in Communications, vol. 29, pp. 770 - 783, 2011. Details

Wang, X.A. Wong, and P-H. Ho, "Spectrum sensing in cognitive radio using a Markov-Chain Monte-Carlo schemepdf",IEEE Communications Letters, vol. 14, pp. 830 - 832, 2010. Details

Wang, X.A. Wong, and P-H. Ho, "Extended knowledge-based reasoning approach to spectrum sensing for cognitive radiopdf", IEEE Transactions on Mobile Computing, vol. 9, no. 4, pp. 465 - 478, 2010. Details

Wang, X.A. Wong, and P-H. Ho, "Dynamically optimized spatiotemporal prioritization for spectrum sensing in cooperative cognitive radio.", Wireless Networks, 2010. Details

Conference papers

Chung, A.X. WangR. AmelardC. Scharfenberger, J. Leong, A. Wong, and D. A. Clausi, "High-resolution motion-compensated photoplethysmographic imaging for remote heart rate monitoringpdf", SPIE Photonics West, Multimodal Biomedical Imaging X, February, 2015. Details

Wang, X.A. Wong, and S-Y. Lien, "Spectral variation constrained power spectral density estimation for wideband spectrum sensing", 3rd International Symposium on Applied Sciences in Biomedical and Communication Technologies (ISABEL), pp. 1 - 5, 2010. Details

Wang, X.A. Wong, and P-H. Ho, "Dynamic Markov-chain Monte Carlo channel negotiation for cognitive radiopdf", IEEE Conference on Computer Communications Workshops, 2010. Details

Wang, X.A. Wong, and P-H. Ho, "Stochastic channel prioritization for spectrum sensing in cooperative cognitive radiopdf", Consumer Communications and Networking Conference, pp. 1 - 6, 2009. Details

Wang, X.A. Wong, and P-H. Ho, "Prioritized spectrum sensing in cognitive radio based on spatiotemporal statistical fusionpdf", IEEE Wireless Communications & Networking Conference, pp. 1 - 6, 2009. Details

Wang, X., P-H. Ho, and A. Wong, "Towards efficient spectrum sensing for cognitive radio through knowledge-based reasoningpdf", International Dynamic Spectrum Access Networks (DySPAN) Symposium '08, pp. 1 - 8, 2008. Details

Affiliation: 
University of Waterloo

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