Prof Yong Xiang

STAFF PROFILE

Position

Associate Head Of School (Research)

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Melbourne Burwood Campus

Biography

Dr Yong Xiang received his B.E. and M.E. degrees from the University of Electronic Science and Technology of China, China, and PhD degree from The University of Melbourne, Australia. He is a Professor at the School of Information Technology, Deakin University, Australia. He is also the Associate Head of School (Research) and the Director of the Artificial Intelligence and Data Analytics Research Cluster.

He has obtained a number of research grants (including four ARC Discovery and Linkage grants from the Australian Research Council) and published numerous research papers in high-quality international journals and conferences. He is the co-inventor of two U.S. patents and some of his research results have been commercialised. Dr Xiang is the Editor/Guest Editor of several international journals. He has been invited to give keynote speeches and chair committees in a number of international conferences, review papers for many international journals and conferences, serve on conference program committees, and chair technical sessions in conferences. Dr Xiang is a senior member of the IEEE.

His current research interests include information security and privacy, multimedia (speech/image/video) processing, wireless sensor networks and IoT, and biomedical signal processing.

Read more on Yong's profile

Research interests

  • Signal processing and communications
  • Information security and privacy
  • Multimedia processing

Publications

Filter by

2016

A general communication cost optimization framework for big data stream processing in geo-distributed data centers

Lin Gu, Deze Zeng, Song Guo, Prof Yong Xiang, A/Prof Jiankun Hu

(2016), Vol. 65, pp. 19-29, IEEE transactions on computers, Piscataway, N.J., C1

journal

Rank-based Image watermarking method with high embedding capacity and robustness

Mr Tianrui Zong, Prof Yong Xiang, Song Guo

(2016), Vol. 4, pp. 1689-1699, IEEE, Piscataway, N.J., C1

journal

When compressive sensing meets data hiding

Guang Hua, Prof Yong Xiang, Guoan Bi

(2016), Vol. 23, pp. 473-477, IEEE signal processing letters, Piscataway, N.J., C1

journal

Blind channel estimation and signal retrieving for MIMO relay systems

Choo W. R. Chiong, Dr Yue Rong, Prof Yong Xiang

(2016), Vol. 52, pp. 35-44, Digital signal processing: a review journal, Amsterdam, The Netherlands, C1

journal

Robust time-spread echo watermarking using characteristics of host signals

Peng Hu, Dezhong Peng, Zhang Yi, Prof Yong Xiang

(2016), Vol. 52, pp. 5-6, Electronics letters, Piscataway, N.J., C1

journal

Protection of big data privacy

Mr Abid Mehmood, Dr Iynkaran Natgunanathan, Prof Yong Xiang, Guang Hua, Song Guo

(2016), Vol. 4, pp. 1821-1834, IEEE access, Piscataway, N.J., C1

journal

Software-defined wireless networking opportunities and challenges for internet-of-things: a review

Mr Keshav Sood, Dr Shui Yu, Prof Yong Xiang

(2016), Vol. 3, pp. 453-463, IEEE internet of things journal, Piscataway, N.J., C1

journal

Protection of privacy in biometric data

Dr Iynkaran Natgunanathan, Mr Abid Mehmood, Prof Yong Xiang, Prof Gleb Beliakov, Prof John Yearwood

(2016), Vol. 4, pp. 880-892, IEEE ACCESS, Piscataway, N.J., C1

journal

A fast non-smooth nonnegative matrix factorization for learning sparse representation

Dr Zuyuan Yang, Yu Zhang, Wei Yan, Prof Yong Xiang, Shengli Xie

(2016), Vol. 4, pp. 5161-5168, IEEE access, Piscataway, N.J., C1

journal

Lung cancer prediction from microarray data by gene expression programming

Mr Hasseeb Dawood Injas Azzawi, Dr Jingyu Hou, Prof Yong Xiang, Russul Alanni

(2016), Vol. 10, pp. 168-178, IET systems biology, Hertfordshire, Eng., C1

journal

Modified moment-based image watermarking method robust to cropping attack

Mr Tianrui Zong, Prof Yong Xiang, Ms Suzan Elbadry, Prof Saeid Nahavandi

(2016), Vol. 13, pp. 259-267, International journal of automation and computing, Beijing, China, C1

journal

Control layer resource management in SDN-IoT networks using multi-objective constraint

Mr Keshav Sood, Dr Shui Yu, Prof Yong Xiang, Sancheng Peng

(2016), pp. 71-76, ICIEA 2016: Proceedings of the IEEE 11th Conference on Industrial Electronics and Applications, Piscataway, N.J., E1

conference

A high embedding capacity image watermarking method with rank-based embedder and decoder

Mr Tianrui Zong, Prof Yong Xiang, Peng Chen, Prof Saeid Nahavandi, Prof Gleb Beliakov

(2016), pp. 1260-1264, ICIEA 2016: Proceedings of the IEEE 11th Conference on Industrial Electronics and Applications, Piscataway, N.J., E1

conference

Robustness and embedding capacity enhancement in time-spread echo-based audio watermarking

Dr Iynkaran Natgunanathan, Prof Yong Xiang, Dr Lei Pan, Peng Chen, Dezhong Peng

(2016), pp. 1536-1541, ICIEA 2016: Proceedings of the IEEE 11th Conference on Industrial Electronics and Applications, Piscataway, N.J., E1

conference

A general QoS aware flow-balancing and resource management scheme in distributed software-defined networks

Mr Keshav Sood, Dr Shui Yu, Prof Yong Xiang

(2016), Vol. 4, pp. 7176-7185, IEEE access, Piscataway, N.J., C1

journal
2015

Spread spectrum-based high embedding capacity watermarking method for audio signals

Prof Yong Xiang, Dr Iynkaran Natgunanathan, Dr Yue Rong, Song Guo

(2015), Vol. 23, pp. 2228-2237, IEEE-ACM transactions on audio speech and language processing, Piscataway, NJ, C1

journal

Energy minimization in multi-task software-defined sensor networks

Deze Zeng, Peng Li, Song Guo, Toshiaki Miyazaki, A/Prof Jiankun Hu, Prof Yong Xiang

(2015), Vol. 64, pp. 3128-3139, IEEE Transactions on computers, New York, N.Y, C1

journal

Robust histogram shape-based method for image watermarking

Mr Tianrui Zong, Prof Yong Xiang, Dr Iynkaran Natgunanathan, Song Guo, Prof Wanlei Zhou, Prof Gleb Beliakov

(2015), Vol. 25, pp. 717-729, IEEE Transactions on Circuits and Systems for Video Technology, New York, NY, C1

journal

Channel estimation for two-way MIMO relay systems in frequency-selective fading environments

Choo W. R. Chiong, Dr Yue Rong, Prof Yong Xiang

(2015), Vol. 14, pp. 399-409, IEEE Transactions on wireless communications, Champaign, III., C1

journal

A convex geometry-based blind source separation method for separating nonnegative sources

Dr Zuyuan Yang, Prof Yong Xiang, Dr Yue Rong, Kan Xie

(2015), Vol. 26, pp. 1635-1644, IEEE trans neural networks and learning systems, Piscataway, N.J., C1

journal

Channel estimation for time-varying MIMO relay systems

Choo W. R. Chiong, Dr Yue Rong, Prof Yong Xiang

(2015), Vol. 14, pp. 6752-6762, IEEE transactions on wireless communications, Piscataway, N.J., C1

journal

On the security of compressed sensing-based signal cryptosystem

Dr Zuyuan Yang, Wei Yan, Prof Yong Xiang

(2015), Vol. 3, pp. 363-371, IEEE transactions on emerging topics in computing, Piscataway, N.J., C1

journal

Spectral unmixing based on nonnegative matrix factorization with local smoothness constraint

Dr Zuyuan Yang, Liu Yang, Zhaoquan Cai, Prof Yong Xiang

(2015), pp. 635-638, ChinaSIP 2015: Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, Piscataway, N.J., E1

conference

An audio signal based model for condition monitoring of sheet metal stamping process

Indivarie Ubhayaratne, Prof Yong Xiang, Dr Michael Pereira, A/Prof Bernard Rolfe

(2015), pp. 1267-1272, ICIEA 2015: Proceedings of the 10th IEEE Conference on Industrial Electronics and Applications, Piscataway, N.J., E1

conference

Dynamic access point association using software defined networking

Mr Keshav Sood, Mr Shigang Liu, Dr Shui Yu, Prof Yong Xiang

(2015), pp. 226-231, ITNAC 2015: Proceedings of the 25th International Telecommunication Networks and Applications Conference, Piscataway, N.J., E1

conference

Extending light-weighting and mass-production of ultra high strength steels via condition-based maintenance

Dr Michael Pereira, Ms Kongalage Nishchitha Indivarie Ubhayaratne, Brendan Voss, Mr Simon Scott, Dr Matthew Doolan, Prof Yong Xiang

(2015), pp. 1-6, APAC 2015 : 18th Asia Pacific Automotive Engineering Conference : Meeting Regional Challenges with Global Technology, Warrendale, Pa., E1

conference

An efficient MAC protocol with adaptive energy harvesting for machine-to-machine networks

Yi Liu, Dr Zuyuan Yang, Rong Yu, Prof Yong Xiang, Shengli Xie

(2015), Vol. 3, pp. 358-367, IEEE access, Piscataway, N.J., C1

journal

Blind source separation dependent component analysis

Prof Yong Xiang, Dezhong Peng, Dr Zuyuan Yang

(2015), Berlin, Germany, A1

book

Superimposed channel training algorithm for time-varying MIMO relay systems

Choo W. R. Chiong, Dr Yue Rong, Prof Yong Xiang

(2015), pp. 24-28, WOCC 2015: Proceedings of the Wireless and Optical Communication 2015 Conference, Piscataway, N.J., E1

conference
2014

Robust patchwork-based watermarking method for stereo audio signals

Dr Iynkaran Natgunanathan, Prof Yong Xiang, Dr Yue Rong, Dezhong Peng

(2014), Vol. 72, pp. 1-24, Multimedia tools and applications, Berlin, Germany, C1

journal

An effective and feasible traceback scheme in mobile internet environment

Dr Shui Yu, Mr Keshav Sood, Prof Yong Xiang

(2014), Vol. 18, pp. 1911-1914, IEEE Communications Letters, NJ, United States, C1

journal

A second-order blind equalization method robust to ill-conditioned SIMO FIR channels

Prof Yong Xiang, Yang Liu, Dezhong Peng, Shengli Xie

(2014), Vol. 32, pp. 57-66, Digital Signal Processing : A Review Journal, Waltham, MA., C1

journal

Robustness enhancement of quantization based audio watermarking method using adaptive safe-band

Dr Iynkaran Natgunanathan, Prof Yong Xiang, Mr Tianrui Zong, Mr Yang Xiang

(2014), pp. 890-895, 2014 IEEE International Conference on Communications, ICC 2014, Piscataway, N. J, E1

conference

Histogram shape-based robust image watermarking method

Mr Tianrui Zong, Prof Yong Xiang, Dr Iynkaran Natgunanathan

(2014), pp. 878-883, 2014 IEEE International Conference on Communications, ICC 2014, Piscataway, N.J., E1

conference

A new interpolation error expansion based reversible watermarking algorithm considering the human visual system

Ms Suzan Elbadry, Prof Yong Xiang, Mr Tianrui Zong, Dr Iynkaran Natgunanathan

(2014), pp. 896-900, 2014 IEEE International Conference on Communications, ICC 2014, Piscataway, N. J, E1

conference

On the multicast lifetime of WANETs with multibeam antennas : Formulation, algorithms, and analysis

Song Guo, Minyi Guo, VCM Leung, Dr Shui Yu, Prof Yong Xiang

(2014), Vol. 63, pp. 1988-2001, IEEE Transactions on Computers, NJ, United States, C1

journal

Patchwork-based audio watermarking method robust to de-synchronization attacks

Prof Yong Xiang, Dr Iynkaran Natgunanathan, Song Guo, Prof Wanlei Zhou, Prof Saeid Nahavandi

(2014), Vol. 22, pp. 1413-1423, IEEE Transactions on audio, speech and language processing, Piscataway, NJ, C1

journal

Blind estimation of MIMO relay channels

Choo W. R. Chiong, Dr Yue Rong, Prof Yong Xiang

(2014), pp. 400-403, IEEE Workshop on Statistical Signal Processing Proceedings, Piscataway, N. J, E1

conference

Image encryption based on compressed sensing and blind source separation

Dr Zuyuan Yang, Prof Yong Xiang, Chuan Lu

(2014), pp. 1366-1369, Proceedings of the International Joint Conference on Neural Networks, Piscataway, N. J, E1

conference

Separating spatially correlated signals using first-order precoders

Prof Yong Xiang, Dezhong Peng, Prof Abbas Kouzani

(2014), pp. 1077-1081, Proceedings of the 2014 9th IEEE Conference on Industrial Electronics and Applications, ICIEA 2014, Piscataway, N. J, E1

conference

Channel estimation for frequency-selective two-way MIMO relay systems

Choo W. R. Chiong, Dr Yue Rong, Prof Yong Xiang

(2014), pp. 630-634, Proceedings of 2014 International Symposium on Information Theory and Its Applications, ISITA 2014, Piscataway, N.J., E1

conference

On the throughput of two-way relay networks using network coding

Deze Zeng, Song Guo, Prof Yong Xiang, Hai Jin

(2014), Vol. 25, pp. 191-199, IEEE transactions on parallel and distributed systems, Piscataway, NJ, C1

journal

Blind extraction of cyclostationary signal from convolutional mixtures

Prof Yong Xiang, Indivarie Ubhayaratne, Dr Zuyuan Yang, A/Prof Bernard Rolfe, Dezhong Peng

(2014), pp. 857-861, Proceedings of the 9th IEEE Conference on Industrial Electronics and Applications; ICIEA 2014, Piscataway, N.J., E1

conference
2013

Underdetermined blind source separation by parallel factor analysis in time-frequency domain

Liu Yang, Jun Lv, Prof Yong Xiang

(2013), Vol. 5, pp. 207-214, Cognitive computation, New York, N. Y., C1

journal

Internet traffic classification by aggregating correlated naive bayes predictions

Dr Jun Zhang, Mr Chao Chen, Prof Yang Xiang, Prof Wanlei Zhou, Prof Yong Xiang

(2013), Vol. 8, pp. 5-15, IEEE transactions on information forensics and security, Piscataway, N.J., C1

journal

Adaptive blind equalization of time-varying SIMO systems driven by QPSK inputs

Dezhong Peng, Prof Yong Xiang, A/Prof Hieu Trinh, Prof Zhihong Man

(2013), Vol. 23, pp. 268-274, Digital signal processing : a review journal, Amsterdam, The Netherlands, C1

journal

Fast automatic target detection system based on a visible image sensor and ripple algorithm

Jinhui Lan, Dr Jian Li, Prof Yong Xiang, Tonghuan Huang, Yixin Yin, Jun Yang

(2013), Vol. 13, pp. 2720-2728, IEEE sensors journal, Piscataway, N.J., C1

journal

Novel Z-Domain precoding method for blind separation of spatially correlated signals

Prof Yong Xiang, Dezhong Peng, Prof Yang Xiang, Song Guo

(2013), Vol. 24, pp. 94-105, IEEE transactions on neural networks and learning systems, Piscataway, N.J., C1

journal

Projection-pursuit-based method for blind separation of nonnegative sources

Dr Zuyuan Yang, Prof Yong Xiang, Dr Yue Rong, Shengli Xie

(2013), Vol. 24, pp. 47-57, IEEE transactions on neural networks and learning systems, Piscataway, N.J., C1

journal

Network traffic classification using correlation information

Dr Jun Zhang, Prof Yang Xiang, Mr Yu Wang, Prof Wanlei Zhou, Prof Yong Xiang, Yong Guan

(2013), Vol. 24, pp. 104-117, IEEE transactions on parallel and distributed systems, Piscataway, N.J., C1

journal

Analysis of a patchwork-based audio watermarking scheme

Dr Iynkaran Natgunanathan, Prof Yong Xiang, Ms Suzan Elbadry, Prof Wanlei Zhou, Prof Yang Xiang

(2013), pp. 900-905, ICIEA 2013 : Proceedings of the 8th IEEE Conference on Industrial Electronics and Applications, Piscataway, N.J., E1

conference

A modified moment-based image watermarking method robust to cropping attack

Mr Tianrui Zong, Prof Yong Xiang, Ms Suzan Elbadry, Prof Saeid Nahavandi

(2013), pp. 881-885, ICIEA 2013 : Proceedings of the 8th IEEE Conference on Industrial Electronics and Applications, Piscataway, N.J., E1

conference

Channel training algorithms for two-way mimo relay systems

Choo W. R. Chiong, Dr Yue Rong, Prof Yong Xiang

(2013), Vol. 61, pp. 3988-3998, IEEE transactions on signal processing, Piscataway, N.J., C1

journal

An empirical comparison of classification algorithms for diagnosis of depression from brain sMRI scans

Ms Kuryati Kipli, Prof Abbas Kouzani, Prof Yong Xiang

(2013), pp. 333-336, ACSAT 2013 : 2nd International Conference on Advanced Computer Science Applications and Technologies, Sarawak, Malaysia, E1

conference
2012

Time-frequency approach to underdetermined blind source separation

Shengli Xie, Liu Yang, Jun-Mei Yang, Guoxu Zhou, Prof Yong Xiang

(2012), Vol. 23, pp. 306-316, IEEE transactions on neural networks and learning systems, Piscataway, N. J., C1

journal

A globally convergent MC algorithm with an adaptive learning rate

Dezhong Peng, Zhang Yi, Prof Yong Xiang, Haixian Zhang

(2012), Vol. 23, pp. 359-365, IEEE transactions on neural networks and learning systems, Piscataway, N. J., C1

journal

Unicast and broadcast throughput maximization in amplify-and-forward relay networks

Peng Li, Song Guo, Prof Yong Xiang, Hai Jin

(2012), Vol. 61, pp. 2768-2776, IEEE transactions on vehicular technology, Piscataway, N. J., C1

journal

Channel estimation of dual-hop MIMO relay system via parallel factor analysis

Dr Yue Rong, Muhammad R. A. Khandaker, Prof Yong Xiang

(2012), Vol. 11, pp. 2224-2233, IEEE transactions on wireless communications, Piscataway, N. J., C1

journal

Robust patchwork-based embedding and decoding scheme for digital audio watermarking

Dr Iynkaran Natgunanathan, Prof Yong Xiang, Dr Yue Rong, Prof Wanlei Zhou, Song Guo

(2012), Vol. 20, pp. 2232-2239, IEEE transactions on audio, speech and language processing, Piscataway, N. J., C1

journal

Discriminating DDoS attacks from flash crowds using flow correlation coefficient

Dr Shui Yu, Prof Wanlei Zhou, Dr Weijia Jia, Song Guo, Prof Yong Xiang, Feilong Tang

(2012), Vol. 23, pp. 1073-1080, IEEE transactions on parallel and distributed systems, Piscataway, N. J., C1

journal

A dual-channel time-spread echo method for audio watermarking

Prof Yong Xiang, Dr Iynkaran Natgunanathan, Dezhong Peng, Prof Wanlei Zhou, Dr Shui Yu

(2012), Vol. 7, pp. 383-392, IEEE transactions on information forensics and security, Piscataway, N.J., C1

journal

Nonnegative blind source separation by sparse component analysis based on determinant measure

Dr Zuyuan Yang, Prof Yong Xiang, Shengli Xie, Shuxue Ding, Dr Yue Rong

(2012), Vol. 23, pp. 1601-1610, IEEE transactions on neural networks and learning systems, Piscataway, N. J., C1

journal

Document clustering in correlation similarity measure space

Taiping Zhang, Yuan Yan Tang, Bin Fang, Prof Yong Xiang

(2012), Vol. 24, pp. 1002-1013, IEEE transactions on knowledge and data engineering, Piscataway, N. J., C1

journal

Superimposed channel training for two-way MIMO relay systems

Choo W. R. Chiong, Dr Yue Rong, Prof Yong Xiang

(2012), pp. 21-25, ICCS 2012 : Proceedings of the 13th IEEE International Conference on Communication Systems, Piscataway, N.J., E1

conference

Robust channel estimation algorithm for dual-hop MIMO relay channels

Choo W. R. Chiong, Dr Yue Rong, Prof Yong Xiang

(2012), pp. 2347-2352, PIMRC 2012 : IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Piscataway, N.J., E1

conference

Patchwork-based stereo audio watermarking against de-synchronization attack

Dr Iynkaran Natgunanathan, Prof Yong Xiang, Mr Tianrui Zong

(2012), pp. 1601-1605, CISP 2012 : Proceedings of the 5th International Congress on Image and Signal Processing, Piscataway, N.J., E1

conference

Nonnegative Blind Source Separation by Sparse Component Analysis Based on Determinant Measure

Dr Zuyuan Yang, Prof Yong Xiang, Shengli Xie, Shuxue Ding, Dr Yue Rong

(2012), Vol. 23, pp. 1601-1610, IEEE Transactions on Neural Networks and Learning Systems, Piscataway, N. J., C1-1

journal
2011

Maximum contrast analysis for nonnegative blind source separation

Dr Zuyuan Yang, Prof Yong Xiang, Shengli Xie

(2011), Vol. 62, pp. 3997-4006, Computers and mathematics with applications, Amsterdam, The Netherlands, C1

journal

Multiuser multi-hop MIMO relay systems with correlated fading channels

Dr Yue Rong, Prof Yong Xiang

(2011), Vol. 10, pp. 2835-2840, IEEE transactions on wireless communications, Piscataway, N. J., C1

journal

Echo hiding based stereo audio watermarking against pitch-scaling attacks

Dr Iynkaran Natgunanathan, Prof Yong Xiang

(2011), pp. 37-42, SIN 2011 : Proceedings of the 4th international conference on Security of information and networks, New York, N. Y., E1

conference

CM-based blind equalization of time-varying SIMO-FIR channel with single pulsation estimation

Dezhong Peng, Prof Yong Xiang, Zhang Yi, Dr Shui Yu

(2011), Vol. 60, pp. 2410-2415, IEEE transactions on vehicular technology, Piscataway, N. J, C1

journal

Effective pseudonoise sequence and decoding function for imperceptibility and robustness enhancement in time-spread echo-based audio watermarking

Prof Yong Xiang, Dezhong Peng, Dr Iynkaran Natgunanathan, Prof Wanlei Zhou

(2011), Vol. 13, pp. 2-13, IEEE transactions on multimedia, Piscataway, N.J., C1

journal

Vehicle detection and classification by measuring and processing magnetic signal

Jinhui Lan, Prof Yong Xiang, Liping Wang, Yuqiao Shi

(2011), Vol. 44, pp. 174-180, Measurement, Amsterdam, The Netherlands, C1

journal

Real solutions number of the switching angles in the selective harmonic eliminated PWM

K.-H. Yang, R.-Y. Yuan, Prof Yong Xiang, Wensheng Yu

(2011), Vol. 40, pp. 766-773, Journal of China University of Mining and Technology, Xuzhou Shi, China, C1

journal

Evaluation of segmentation algorithms for extraction of RNFL in OCT images

Ms Kuryati Kipli, Prof Abbas Kouzani, Prof Yong Xiang, A/Prof Matthew Joordens

(2011), pp. 447-451, ICIS 2011 : Proceedings of the IEEE International Conference on Intelligent Computing and Intelligent Systems, Piscataway, N.J., E1-1

conference

Maximum contrast analysis for nonnegative blind source separation

Dr Zuyuan Yang, Prof Yong Xiang, Shengli Xie

(2011), Vol. 62, pp. 3997-4006, Computers and Mathematics with Applications, Amsterdam, Netherlands, C1-1

journal
2010

A novel bipolar time-spread echo hiding based watermarking method for stereo audio signals

Dr Iynkaran Natgunanathan, Prof Yong Xiang

(2010), pp. 1-7, ICSPCS 2010 : Proceedings of the 4th International Conference on Signal Processing and Communication Systems, United States, E1

conference

Underdetermined blind separation of non-sparse sources using spatial time-frequency distributions

Dezhong Peng, Prof Yong Xiang

(2010), Vol. 20, pp. 581-596, Digital signal processing, Maryland Heights, Mo., C1

journal

A new blind method for separating M + 1 sources from M mixtures

Dezhong Peng, Prof Yong Xiang, A/Prof Hieu Trinh

(2010), Vol. 60, pp. 1829-1839, Computers and mathematics with applications, Oxford, England, C1

journal

Estimation of basis frequencies for time-varying SIMO channels : a second-order method

Dezhong Peng, Prof Yong Xiang, Defeng (David) Huang

(2010), Vol. 58, pp. 4026-4039, IEEE transactions on signal processing, Piscataway, N.J., C1

journal

Blind separation of mutually correlated sources using precoders

Prof Yong Xiang, Sze Kui Ng, Dr Van Khanh Nguyen

(2010), Vol. 21, pp. 82-90, IEEE transactions on neural networks, New York, N.Y., C1

journal
2009

An iterative equalization method for nonirreducible MIMO FIR channels

Prof Yong Xiang, Sze Kui Ng

(2009), pp. 1-5, GLOBECOM 2009 : Riding the wave to global connectivity : Proceedings of the IEEE Global Telecommunication Conference 2009, Piscataway, N. J., E1

conference

A novel pseudonoise sequence for time-spread echo based audio watermarking

Dr Iynkaran Natgunanathan, Prof Yong Xiang

(2009), pp. 1-6, GLOBECOM 2009 : Riding the wave to global connectivity : Proceedings of the IEEE Global Telecommunication Conference 2009, Piscataway, N. J., E1

conference

An approach to nonirreducible MIMO FIR channel equalization

Prof Yong Xiang, Sze Kui Ng

(2009), Vol. 56, pp. 494-498, IEEE transactions on circuits and systems - part 2 : express briefs, New York, N.Y., C1

journal

A new adaptive blind channel identification algorithm

Dezhong Peng, Prof Yong Xiang, Zhang Yi

(2009), Vol. 41, pp. 354-359, Chaos, solitons and fractals, Kidlington, England, C1

journal

Underdetermined blind source separation based on relaxed sparsity condition of sources

Dezhong Peng, Prof Yong Xiang

(2009), Vol. 57, pp. 809-814, IEEE transactions on signal processing, Piscataway, N.J., C1

journal

A unified learning algorithm to extract principal and minor components

Dezhong Peng, Zhang Yi, Prof Yong Xiang

(2009), Vol. 19, pp. 640-649, Digital signal processing, Maryland Heights, Mo., C1

journal
2008

A stable MCA learning algorithm

Dezhong Peng, Zhang Yi, Jian Cheng Lv, Prof Yong Xiang

(2008), Vol. 56, pp. 847-860, Computers and Mathematics with Applications, Oxford, England, C1

journal

On the discrete time dynamics of a self-stabilizing MCA learning algorithm

Dezhong Peng, Zhang Yi, Prof Yong Xiang

(2008), Vol. 47, pp. 903-916, Mathematical and computer modelling, Oxford, England, C1

journal

A neural networks learning algorithm for minor component analysis and its convergence analysis

Dezhong Peng, Zhang Yi, Jian Cheng Lv, Prof Yong Xiang

(2008), Vol. 71, pp. 1748-1752, Neurocomputing, Amsterdam, Netherlands, C1

journal

Blind source separation based on constant modulus criterion and signal mutual information

Prof Yong Xiang

(2008), Vol. 34, pp. 416-422, Computers & Electrical Engineering, United Kingdom, C1

journal
2007

A new blind-equalization algorithm for an FIR SIMO system driven by MPSK signal

Dr Nong Gu, Prof Yong Xiang, Min Tan, Zhiqiang Cao

(2007), Vol. 54, pp. 227-231, IEEE transactions on circuits and systems. II, Express briefs, Piscataway, N.J., C1

journal

Comments on "A blind signal separation method for multiuser communications"

Dr Nong Gu, Prof Yong Xiang, Fabrice Rouillier, Zhiqiang Cao

(2007), Vol. 55, pp. 2355-2356, IEEE transactions on signal processing, New York, N.Y., C1

journal

A further study of the kurtosis-based method for bearing diagnostics

Prof Yong Xiang

(2007), Vol. 21, pp. 593-595, Mechanical Systems and Signal Processing, New York, N.Y., C1

journal

Necessary and sufficient conditions for robust oscillatory stability

Dr Nong Gu, Wensheng Yu, Prof Yong Xiang, Min Tan

(2007), Vol. 38, pp. 179-185, International journal of systems science, London, England, C1-1

journal

Using computer algebra to certify the global convergence of a numerical optimization process

Dr Nong Gu, Daniel Lazard, Fabrice Rouillier, Prof Yong Xiang

(2007), Vol. 1, pp. 291-304, Mathematics in computer science, Basel, Switzerland, C1-1

journal
2006

A new algorithm for blind separation of cyclostationary source from linear mixtures

Prof Yong Xiang

(2006), pp. 406-409, ICSP'06 : 2006 8th International Conference on Signal Processing : proceedings, November 16-20, 2006, Guilin, China, Piscataway, N.J., E1

conference

Blind equalization of non-irreducible channels driven by MPSK signals

Prof Yong Xiang, Ms Zhenying Guan, Dr Nong Gu

(2006), pp. 1-5, BoD 2006 : 2006 1st IEEE International Workshop on Bandwidth on Demand : in conjunction with IEEE GLOBECOM 2006, November 27, 2006, San Francisco, California, USA, Piscataway, N.J., E1

conference

A new blind signal separation algorithm for instantaneous MIMO system

Dr Nong Gu, Ms Zhenying Guan, Prof Saeid Nahavandi, Prof Yong Xiang

(2006), pp. 1-5, Communications: a global bridge, Piscataway, N.J., E1

conference

Blind equalization of nonirreducible systems using the CM criterion

Prof Yong Xiang, Dr Van Khanh Nguyen, Dr Nong Gu

(2006), Vol. 53, pp. 758-762, IEEE transactions on circuits and systems-II: Express briefs, Piscataway, N.J., C1

journal

Discussion of “novel Cyclostationarity-Based blind source separation algorithm using second order statistical properties: theory and application to the bearing defect diagnosis”, N. Bouguerriou, M. Haritopoulos, C. Capdessus, L. Allam

Prof Yong Xiang

(2006), Vol. 20, pp. 2375-2377, Mechanical systems and signal processing, London, England, C1

journal
2005

MMSE precoder for unitary space–time codes in correlated time-varying channels

Dr Van Khanh Nguyen, Prof Yong Xiang

(2005), Vol. 12, pp. 569-572, IEEE signal processing letters, New York, N.Y., C1

journal

Adaptive blind channel equalization based on constellation information of MPSK signal

Dr Nong Gu, Prof Yong Xiang, Min Tan, Zhiqiang Cao

(2005), pp. 146-151, 2005 IEEE International Conference on Industrial Technology IEEE ICIT 2005, Hong Kong : conference proceedings : 14-17 December 2005, City University of Hong Kong, Piscataway, N.J., E1

conference

A modified CM algorithm for blind equalization of MPSK signals

Dr Nong Gu, Prof Yong Xiang, Prof Saeid Nahavandi

(2005), pp. 291-294, Eighth International Symposium on Signal Processing and Its Applications, Piscataway, N.J, E1

conference

Adaptive blind source separation using constant modulus criterion and signal mutual information

Prof Yong Xiang, Dr Nong Gu, Dr Alan Wong

(2005), pp. 1371-1375, 2005 IEEE International Conference on Industrial Technology IEEE ICIT 2005, Hong Kong : conference proceedings : 14-17 December 2005, City University of Hong Kong, Piscataway, N.J., E1

conference

Blind equalization of non-irreducible and non-column-reduced channels driven by constant modulus signals

Prof Yong Xiang, Dr Van Khanh Nguyen, Dr Nong Gu

(2005), pp. 1136-1140, Proceedings of the IEEE International Conference on Industrial Technology, ICIT 2005, Piscataway, N.J., E1

conference

Precoder design for multi-antenna systems with temporally and spatially correlated fading channels

Dr Van Khanh Nguyen, Prof Yong Xiang

(2005), pp. 1141-1146, Proceedings of the IEEE International Conference on Industrial Technology (IEEE ICIT2005), Los Alamitos, Calif., E1

conference
2004

Emission-based condition monitoring technique for ZnO surge arrester

Dr Alan Wong, Prof Yong Xiang, Prof Saeid Nahavandi

(2004), pp. 234-237, Seventh IASTED International Conference on Power and Energy Systems : special theme: distributed energy and demand response ; November 28 - December 1, 2004, Clearwater Beach, FL, USA ; [proceedings], Anaheim, Calif., E1

conference

A new second-order method for blind signal separation from dynamic mixtures

Prof Yong Xiang, Prof Saeid Nahavandi, A/Prof Hieu Trinh, Hong Zheng

(2004), Vol. 30, pp. 347-359, Computers & electrical engineering, London, England, C1

journal

Blind source separation based on phase and frequency redundancy of cyclostationary signals

Prof Yong Xiang, Wensheng Yu, Dr Jingxin Zhang, Senjian An

(2004), Vol. E87-A, pp. 3343-3349, IEICE transactions on fundamentals of electronics, communications and computer sciences, Tokyo, Japan, C1

journal

Blind separation of cyclostationary signals from instantaneous mixtures

Prof Yong Xiang, Wensheng Yu, Hong Zheng, Prof Saeid Nahavandi

(2004), pp. 309-312, WCICA 2004 : Fifth World Congress on Intelligent Control and Automation, June 15-19, 2004, Hangzhou, China : conference proceedings, Piscataway, N.J., E1

conference

Blind separation of cyclostationary sources based on phase-frequency redundancy

Prof Yong Xiang, Wensheng Yu, Dr Jingxin Zhang

(2004), pp. 403-406, 2004 7th International Conference on Signal Processing : proceedings : ICSP'04 : Aug. 31-Sept 4, 2004, Beijing, China, Piscataway, N.J., E1

conference
2003

Robust strictly positive real synthesis of polynomial segments for discrete time systems

Wensheng Yu, Long Wang, Prof Yong Xiang

(2003), pp. 622-627, Proceedings of the 42nd IEEE Conference on Decision and Control, Piscataway, N.J., E1

conference

Blind identification of FIR MIMO channels by decorrelating subchannels

Yingbo Hua, Senjian An, Prof Yong Xiang

(2003), Vol. 51, pp. 1143-1155, IEEE transactions on signal processing, New York, N.Y., C1

journal

A new second order method for blind signal separation from convolutive mixtures

Prof Yong Xiang, Prof Saeid Nahavandi, A/Prof Hieu Trinh, Hong Zheng

(2003), pp. -, Proceedings of the International Conference on Computational Intelligence, Robotics and Autonomous Systems : CIRAS 2001 : 28-30 November 2001, Singapore, Singapore, E1

conference

Genetic image enhancement based on saturation feedback

Hong Zheng, Li Pan, Prof Yong Xiang, Dr Adam Wong, Prof Saeid Nahavandi

(2003), pp. -, Proceedings of the International Conference on Computational Intelligence, Robotics and Autonomous Systems : CIRAS 2001 : 28-30 November 2001, Singapore, Singapore, E1

conference

The application of ant colony systems to image texture classification

Hong Zheng, Zhao-Bao Zheng, Prof Yong Xiang

(2003), pp. 1491-1495, Proceedings of the Second International Conference on Machine Learning and Cybernetics, Xi'an, 2-5 November 2003, Piscataway, NJ, E1

conference

Genetic learning based texture surface inspection

Hong Zheng, Prof Saeid Nahavandi, Li Pan, Prof Yong Xiang

(2003), pp. -, Proceedings of the International Conference on Computational Intelligence, Robotics and Autonomous Systems : CIRAS 2001 : 28-30 November 2001, Singapore, Singapore, E1

conference

Identification of unknown uncorrelated colored signals distorted by unknown convolutive channels

Yingbo Hua, Senjian An, Prof Yong Xiang

(2003), pp. 1-6, ASAP 2003 : Proceedings of the Adaptive Sensor Array Processing 2003 Annual Workshop, Lexington, Massachusetts, E1-1

conference
2002

Separating colorred signals distorted by convolutive channels using diagonal constrained decorrelation

Prof Yong Xiang, Yingbo Hua, Senjian An, Alex Acero

(2002), pp. 3069-3072, ICASSP 2002 : Proceedings of the Acoustics, Speech and Signal Processing IEEE 2002 International Conference, Piscataway, N.J., E1-1

conference
2001

Blind source separation using second-order cyclostationary statistics

Karim Abed-Meraim, Prof Yong Xiang, Jonathan H. Manton, Yingbo Hua

(2001), Vol. 49, pp. 694-701, IEEE transactions on signal processing, Piscataway, N.J., C1-1

journal

Blind identification and equalization of FIR MIMO channels by BIDS

Yingbo Hua, Senjian An, Prof Yong Xiang

(2001), pp. 2157-2160, ICASSP 2001 : Proceedings of the Acoustics, Speech and Signal Processing IEEE 2001 International Conference, Piscataway, N.J., E1-1

conference

Experimental investigation of delayed instantaneous demixer for speech enhancement

Prof Yong Xiang, Yingbo Hua, Senjian An, Alex Acero

(2001), pp. 633-636, ICASSP 2001 : Proceedings of the Acoustics, Speech and Signal Processing IEEE 2001 International Conference, Piscataway, N.J., E1-1

conference
2000

Generalized second order identifiability condition and relevant testing technique

Karim Abed-Meraim, Prof Yong Xiang, Yingbo Hua

(2000), pp. 2989-2992, ICASSP 2000 : Proceedings of the Acoustics, Speech and Signal Processing IEEE 2000 International Conference, Piscataway, N.J., E1-1

conference

The BID for blind equalization of FIR MIMO channels

Yingbo Hua, Prof Yong Xiang

(2000), pp. 415-424, NNSP 2000 : Proceedings of the Neural Networks for Signal Processing IEEE 2000 international workshop, Piscataway, N.J., E1-1

conference

Blind identification of colored signals distorted by FIR channels

Yingbo Hua, Prof Yong Xiang, Karim Abed-Meraim

(2000), pp. 3124-3127, ICASSP 2000 : Proceedings of the Acoustics, Speech and Signal Processing IEEE 2000 International Conference, Piscataway, N.J., E1-1

conference
1999

Natural power method for fast subspace tracking

Yingbo Hua, Prof Yong Xiang, Tianping Chen, Karim Abed-Meraim, Yongfeng Miao

(1999), pp. 176-185, NNSP 1999 : Proceedings of the Neural Networks for Signal Processing IEEE 1999 International Workshop, Piscataway, N.J., E1-1

conference

Adaptive blind source separation by second order statistics and natural gradient

Prof Yong Xiang, Karim Abed-Meraim, Yingbo Hua

(1999), pp. 2917-2920, ICASSP 1999 : Proceedings of the Acoustics, Speech and Signal Processing IEEE 1999 International Conference, Piscataway, N.J., E1-1

conference

Blind source separation using second-order cyclostationary statistics

Karim Abed-Meraim, Prof Yong Xiang, Yingbo Hua

(1999), pp. 321-326, IDC 1999 : Proceedings of the Information, Decision and Control 1999 Conference, Piscataway, N.J., E1-1

conference

A new approach to blind separation of cyclostationary sources

Karim Abed-Meraim, Prof Yong Xiang, Jonathan H. Manton, Yingbo Hua

(1999), pp. 114-117, SPAWC 1999 : Proceedings of the Signal Processing Advances in Wireless Communications 1999 IEEE Workshop, Piscataway, N.J., E1-1

conference

New look at the power method for fast subspace tracking

Yingbo Hua, Prof Yong Xiang, Tianping Chen, Karim Abed-Meraim, Yongfeng Miao

(1999), Vol. 9, pp. 297-314, Digital signal processing, Amsterdam, The Netherlands, C1-1

journal
1998

New iterative techniques for second order blind source separation

Prof Yong Xiang, Karim Abed-Meraim, Yingbo Hua

(1998), pp. 289-293, ISPACS 1998 : Proceedings of the Intelligent Signal Processing and Communication Systems 1998 IEEE international workshop, Piscataway, N.J., E1-1

conference

Grants

Australian Competitive Grants

Blind Signal Separation from Unidentifiable Systems

Prof Yong Xiang, A/Prof Hieu Trinh

ARC - Discovery Projects

  • 2009: $53,478
  • 2008: $52,417
  • 2007: $51,389

Tracing real internet attackers through information correlation

Mr Yang Xiang, Prof Wanlei Zhou, Prof Yong Xiang

ARC - Discovery Projects

  • 2012: $75,370
  • 2011: $72,578
  • 2010: $81,660

Blind separation of mutually correlated sources through precoding

Prof Yong Xiang, Dr Yue Rong

ARC - Discovery Projects

  • 2013: $68,110
  • 2012: $65,161
  • 2011: $62,339

Developing an environmentally friendly, low cost solution to reduce wear and improve productivity in metal forming

A/Prof Bernard Rolfe, Prof Peter Hodgson, Prof Maria Forsyth, Prof Yong Xiang, Dr Matthew Doolan, Dr Michael Pereira

ARC Linkage - Projects Rnd 1

  • 2014: $114,889
  • 2013: $104,207
  • 2012: $163,652

Other Public Sector Funding

Development of Advanced Wireless Monitoring System for Emergency Lighting

Prof Abbas Kouzani, Prof Yong Xiang

  • 2015: $19,851

Developing a preliminary image pre-processing algorithm to identify images containing wild animals

Prof Yong Xiang, Dr Longxiang Gao

  • 2016: $14,000
  • 2015: $14,000

Improving the efficiency of remote cameras as a monitoring tool: Development of an advanced pre-processing algorithm to identify images containing wild animals

Prof Yong Xiang, Dr Longxiang Gao

  • 2016: $10,000

Communicating Victoria¿s environmental condition ¿ next steps for the Yarra & Bay website and its Report Card analysis tool INT274 - AMSI Indivarie Ubhayaratne

Prof Yong Xiang, Ms Kongalage Nishchitha Indivarie Ubhayaratne, Dr Longxiang Gao

  • 2017: $14,750

Industry and Other Funding

Development of a smart emergency lighting management system

Prof Yong Xiang, Prof Abbas Kouzani

  • 2011: $42,923
  • 2010: $24,923

Developing an environmentally friendly, low cost solution to reduce wear and improve productivity in metal forming

A/Prof Bernard Rolfe, Prof Peter Hodgson, Prof Maria Forsyth, Prof Yong Xiang, Dr Matthew Doolan, Dr Michael Pereira

  • 2013: $183,000

AMSI Internship for Saiful Islam with Planet Innovation - Optimisation of a wireless electronic device for longer battery life and lower energy consumption

Prof Yong Xiang, Prof Abbas Kouzani, Dr Saiful Islam

  • 2013: $20,000

Miniaturisation and optimisation of a wireless smart remote monitoring system for emergency lighting - AMSI Internship for Danny Ang

Prof Abbas Kouzani, Prof Yong Xiang, Mr Danny Ang

  • 2014: $23,000

Development of Advanced Wireless Monitoring System for Emergency Lighting

Prof Abbas Kouzani, Prof Yong Xiang

  • 2015: $19,898

Improving wireless server capacity and efficiency using advanced wireless techniques

Prof Yong Xiang, Dr Longxiang Gao

  • 2016: $30,000

Developing a Location Aware Fog Computing Prototype used on Vehicles

Dr Longxiang Gao, Prof Yong Xiang

  • 2017: $10,000

Information Oriented Fog Servers in National Parks

Prof Yong Xiang, Dr Longxiang Gao, Dr Atul Sajjanhar

  • 2017: $50,000

Supervisions

Principal Supervisor
2015

Tianrui Zong

Thesis entitled: Robust digital image watermarking

Doctor of Philosophy (Information Technology), School of Information Technology

2012

Iynkaran Natgunanathan

Thesis entitled: Novel Watermarking Methods for Copyright Protection of Audio Signals

Doctor of Philosophy (Information Technology), School of Information Technology

2009

Nong Gu

Thesis entitled: New Blind Source Estimation Methods based on Constant Modulus Criterion

Doctor of Philosophy (Engineering), School of Engineering

Associate Supervisor
2015

Kuryati Kipli

Thesis entitled: Automated Detection of Depression from Brain Structural Magnetic Resonance Imaging (sMRI) Scans

Doctor of Philosophy (Engineering), School of Engineering

2014

Timothy Alan Wilkin

Thesis entitled: Weakly Monotonic Averaging with Application to Image Processing

Doctor of Philosophy (Information Technology), School of Information Technology