Professor Xia Hong
Professor of Computational Intelligence
Department of Computer Science
University of Reading
United Kingdom
Biography
Prof. Xia Hong received her university education at the National University of Defense Technology, P. R. China (BSc, 1984, MSc, 1987), and the University of Sheffield, UK (PhD, 1998), all in Automatic Control. She worked as a research assistant at the Beijing Institute of Systems Engineering, Beijing, China from 1987-1993. She worked as a research fellow in the Department of Electronics and Computer Science at University of Southampton from 1997-2001. She was appointed by the University of Reading as lecturer (2001), Reader (2009) and then Professor (2013). Professor Xia Hong is the Department Director of Postgraduate Programmes.
Research Interest
Machine learning algorithms, data analytics, neuro-fuzzy systems, nonlinear system modelling and identification, learning theory and neural networks, optimization, multi-sensor data fusion, pattern recognition and classifier design, signal processing for control and communications and bioinformatics.
Publications
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Hong, X., Gao, J. and Chen, S. (2017) Zero attracting recursive least squares algorithms. IEEE Transactions on Vehicular Technology, 66 (1). 213 -221. ISSN 0018-9545 doi: 10.1109/TVT.2016.2533664
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Chen, S., Hong, X., Khalaf, E. F., Morfeq, A., Alotaibi, N. D. and Harris, C. J. (2017) Single-carrier frequency-domain equalization with hybrid decision feedback equalizer for Hammerstein channels containing nonlinear transmit amplifier. IEEE Transactions on Wireless Communications, 16 (5). pp. 3341-3354. ISSN 1536-1276 doi: 10.1109/TWC.2017.2681083
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Hong, X. and Chen, S. (2017) Recursive least squares semi-blind beamforming for MIMO using decision directed adaptation and constant modulus criterion. International Journal of Automation and Computing, 14 (4). pp. 442-449. ISSN 1476-8186 doi: 10.1007/s11633-017-1087-6
