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 many research grants, including 5 Discovery and Linkage grants from the Australian Research Council (ARC). He has published 2 monographs, over 100 refereed journal articles, and numerous conference papers in these areas. He is the co-inventor of 2 U.S. patents and some of his research results have been commercialised.

Dr Xiang is a member of the ARC Research Evaluation Committee (Mathematics, Information and Computing Sciences) to evaluate the Excellence in Research for Australia (ERA) in 2018. He is the Associate Editor of IEEE Signal Processing Letters and IEEE Access. 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, chair technical sessions in conferences, and assess grant applications for the ARC. Dr Xiang is a senior member of the IEEE.

His current research interests include information security and privacy, signal and image processing, data analytics and machine intelligence, and Internet of Things.

Read more on Yong's profile

Research interests

  • Information security and privacy
  • Signal and image processing
  • Data analytics and machine intelligence
  • Internet of Things

Publications

Filter by

2018

An overview of protection of privacy in multibiometrics

I Natgunanathan, A Mehmood, Y Xiang, G Hua, G Li, S Bangay

(2018), Vol. 77, pp. 6753-6773, Multimedia tools and applications, New York, N.Y., C1

journal

Robust reputation-based cooperative spectrum sensing via imperfect common control channel

L Ma, Y Xiang, Q Pei, Y Xiang, H Zhu

(2018), Vol. 67, pp. 3950-3963, IEEE Transactions on vehicular technology, Piscataway, N.J., C1

journal

Spread spectrum audio watermarking using multiple orthogonal PN sequences and variable embedding strengths and polarities

Y Xiang, I Natgunanathan, D Peng, G Hua, B Liu

(2018), Vol. 26, pp. 529-539, IEEE/ACM transactions on audio speech and language processing, Piscataway, N.J., C1

journal

Massive MIMO linear precoding: a survey

N Fatema, G Hua, Y Xiang, D Peng, I Natgunanathan

(2018), pp. 1-12, IEEE systems journal, Piscataway, N.J., C1

journal

Information and communications technologies for sustainable development goals: state-of-the-art, needs and perspectives

J Wu, S Guo, H Huang, W Liu, Y Xiang

(2018), Vol. 20, pp. 2389-2406, IEEE communications surveys and tutorials, Piscataway, N.J., C1

journal

Random matching pursuit for image watermarking

G Hua, L Zhao, H Zhang, G Bi, Y Xiang

(2018), pp. 1-14, IEEE transactions on circuits and systems for video technology, Piscataway, N.J., C1

journal

Location privacy and its applications: a systematic study

B Liu, W Zhou, T Zhu, L Gao, Y Xiang

(2018), Vol. 6, pp. 17606-17624, IEEE access, Piscataway, N.J., C1

journal

A hybrid location privacy protection scheme in big data environment

M Nosouhi, V Pham, S Yu, Y Xiang, M Warren

(2018), pp. 1-6, GLOBECOM 2017 : Global hub: connecting east and west : Proceedings of the 2017 IEEE Global Communications Conference, Singapore, E1

conference

Privacy-preserving reputation management for edge computing enhanced mobile crowdsensing

L Ma, X Liu, Q Pei, Y Xiang

(2018), IEEE transactions on services computing, Piscataway, N.J., C1

journal

A compression-diffusion-permutation strategy for securing image

H Huang, X He, Y Xiang, W Wen, Y Zhang

(2018), Vol. 150, pp. 183-190, Signal processing, Amsterdam, The Netherlands, C1

journal

Non-negative matrix factorization with dual constraints for image clustering

Z Yang, Y Zhang, Y Xiang, W Yan, S Xie

(2018), pp. 1-10, IEEE Transactions on Systems, Man, and Cybernetics: Systems, Piscataway, N.J., C1

journal

Anonymous authentication scheme for smart cloud based healthcare applications

A Mehmood, I Natgunanathan, Y Xiang, H Poston, Y Zhang

(2018), Vol. 6, pp. 33552-33567, IEEE access, Piscataway, N.J., C1

journal

Fog computing: survey of trends, architectures, requirements, and research directions

R Naha, S Garg, D Georgakopoulos, P Jayaraman, L Gao, Y Xiang, R Ranjan

(2018), IEEE access, Piscataway, N.J., C1

journal

A survey on energy internet: architecture, approach, and emerging technologies

K Wang, J Yu, Y Yu, Y Qian, D Zeng, S Guo, Y Xiang, J Wu

(2018), Vol. 12, pp. 2403-2416, IEEE systems journal, Piscataway, N.J., C1

journal
2017

Audio signal analysis for tool wear monitoring in sheet metal stamping

I Ubhayaratne, M Pereira, Y Xiang, B Rolfe

(2017), Vol. 85, pp. 809-826, Mechanical systems and signal processing, Amsterdam, The Netherlands, C1

journal

Are current resources in SDN allocated to maximum performance and minimize costs and maintaining QoS problems?

K Sood, S Yu, Y Xiang

(2017), pp. 1-6, ACSW 2017 : Proceedings of the Australasian Computer Science Week Multiconference, Geelong, Victoria, E1

conference

Adaptive method for nonsmooth nonnegative matrix factorization

Z Yang, Y Xiang, K Xie, Y Lai

(2017), Vol. 28, pp. 948-960, IEEE transactions on neural networks and learning systems, Piscataway, N.J., C1

journal

Second-order cyclostationary statistics-based blind source extraction from convolutional mixtures

Y Xiang, D Peng, I Ubhayaratne, B Rolfe, M Pereira

(2017), Vol. 5, pp. 2011-2019, IEEE access, Piscataway, United States, C1

journal

Prediction of NSCLC recurrence from microarray data with GEP

R Al-Anni, J Hou, R Abdu-aljabar, Y Xiang

(2017), Vol. 11, pp. 77-86, IET systems biology, Stevenage, Eng., C1

journal

Underdetermined blind source separation using sparse coding

L Zhen, D Peng, Z Yi, Y Xiang, P Chen

(2017), Vol. 28, pp. 3102-3108, IEEE transactions on neural networks and learning systems, Piscataway, N.J., C1-1

journal

Dual channel watermarking - a filter perspective

G Hua, G Bi, Y Xiang

(2017), pp. 601-604, PIC 2016 - Proceedings of the 2016 IEEE International Conference on Progress in Informatics and Computing, Shanghai, China, E1

conference

Precoding-based blind separation of MIMO FIR mixtures

L Yang, Y Xiang, D Peng

(2017), Vol. 5, pp. 12417-12427, IEEE access, Piscataway, N.J., C1

journal

Patchwork-based multilayer audio watermarking

I Natgunanathan, Y Xiang, G Hua, G Beliakov, J Yearwood

(2017), Vol. 25, pp. 2176-2187, IEEE/ACM transactions on audio speech and language processing, Piscataway, N.J., C1

journal

Harnessing the hybrid cloud for secure big image data service

Y Zhang, H Huang, Y Xiang, L Zhang, X He

(2017), Vol. 4, pp. 1380-1388, IEEE Internet of Things journal, Piscataway, N.J., C1

journal

Computation outsourcing meets lossy channel: secure sparse robustness decoding service in multi-clouds

Y Zhang, J Zhou, Y Xiang, L Zhang, F Chen, S Pang, X Liao

(2017), pp. 1-12, IEEE transactions on big data, Piscataway, N.J., C1

journal

Underdetermined blind separation by combining sparsity and independence of sources

P Chen, D Peng, L Zhen, Y Luo, Y Xiang

(2017), Vol. 5, pp. 21731-21742, IEEE access, Piscataway, N.J., C1

journal

Achieving secure and efficient dynamic searchable symmetric encryption over medical cloud data

H Li, Y Yang, Y Dai, J Bai, S Yu, Y Xiang

(2017), IEEE transactions on cloud computing, Piscataway, N.J., C1

journal

Low-cost and confidentiality-preserving data acquisition for Internet of Multimedia Things

Y Zhang, Q He, Y Xiang, Y Zhang, B Liu, J Chen, Y Xie

(2017), pp. 1-10, IEEE Internet of Things journal, Piscataway, N.J., C1

journal

Analysis of a semi blind pilot decontamination method in massive MIMO

N Fatema, Y Xiang, I Natgunanathan

(2017), pp. 325-330, ITNAC 2017: Proceedings of the 27th International Telecommunication Networks and Applications Conference, Melbourne, Australia, E1-1

conference

Distance-based location privacy protection in social networks

M Nosouhi, Y Qu, S Yu, Y Xiang, D Manuel

(2017), pp. 396-401, ITNAC 2017: Proceedings of the 27th International Telecommunication Networks and Applications Conference, Melbourne, Australia, E1

conference
2016

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

L Gu, D Zeng, S Guo, Y Xiang, J Hu

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

journal

Robust time-spread echo watermarking using characteristics of host signals

P Hu, D Peng, Z Yi, Y Xiang

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

journal

Blind channel estimation and signal retrieving for MIMO relay systems

C Chiong, Y Rong, Y Xiang

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

journal

When compressive sensing meets data hiding

G Hua, Y Xiang, G Bi

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

journal

Protection of privacy in biometric data

I Natgunanathan, A Mehmood, Y Xiang, G Beliakov, J Yearwood

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

journal

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

T Zong, Y Xiang, S Guo, Y Rong

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

journal

Modified moment-based image watermarking method robust to cropping attack

T Zong, Y Xiang, S Elbadry, S Nahavandi

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

journal

Protection of big data privacy

A Mehmood, I Natgunanathan, Y Xiang, G Hua, S Guo

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

journal

Lung cancer prediction from microarray data by gene expression programming

H Azzawi, J Hou, Y Xiang, R Alanni

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

journal

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

K Sood, S Yu, Y Xiang

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

journal

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

Z Yang, Y Zhang, W Yan, Y Xiang, S Xie

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

journal

Performance analysis of software-defined network switch using M/Geo/1 model

K Sood, S Yu, Y Xiang

(2016), Vol. 20, pp. 2522-2525, IEEE communications letters, Piscataway, N.J., C1

journal

Blind separation of spatially correlated signals mixed by MIMO FIR systems

Y Xiang, D Peng, L Yang

(2016), Vol. 2016-September, pp. 3208-3212, WCICA 2016 : Proceedings of the 12th World Congress on Intelligent Control and Automation, Guilin, China, E1

conference

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

T Zong, Y Xiang, P Chen, S Nahavandi, G Beliakov

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

conference

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

K Sood, S Yu, Y Xiang, S Peng

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

conference

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

I Natgunanathan, Y Xiang, L Pan, P Chen, D Peng

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

conference

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

K Sood, S Yu, Y Xiang, H Cheng

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

journal
2015

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

C Chiong, Y Rong, Y Xiang

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

journal

Robust histogram shape-based method for image watermarking

T Zong, Y Xiang, I Natgunanathan, S Guo, W Zhou, G Beliakov

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

journal

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

M Pereira, K Ubhayaratne, B Voss, S Simon, M Doolan, Y Xiang

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

conference

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

Z Yang, Y Xiang, Y Rong, K Xie

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

journal

On the security of compressed sensing-based signal cryptosystem

Z Yang, W Yan, Y Xiang

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

journal

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

Y Xiang, I Natgunanathan, Y Rong, S 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

D Zeng, P Li, S Guo, T Miyazaki, J Hu, Y Xiang

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

journal

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

I Ubhayaratne, Y Xiang, M Pereira, B Rolfe

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

conference

Channel estimation for time-varying MIMO relay systems

C Chiong, Y Rong, Y Xiang

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

journal

Spectral unmixing based on nonnegative matrix factorization with local smoothness constraint

Z Yang, L Yang, Z Cai, Y Xiang

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

conference

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

Y Liu, Z Yang, R Yu, Y Xiang, S Xie

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

journal

Dynamic access point association using software defined networking

K Sood, S Liu, S Yu, Y Xiang

(2015), pp. 226-231, ITNAC 2015: Proceedings of the 25th International Telecommunication Networks and Applications Conference, Sydney, New South Wales, E1

conference

A secure and efficient data sharing framework with delegated capabilities in hybrid cloud

X Liu, Y Xia, Y Xiang, M Hassan, A Alelaiwi

(2015), pp. 7-14, SocialSec 2015 : Proceedings of the Security and Privacy in Social Networks and Big Data 2015 Symposium, Hangzhou, China, E1

conference

Integrating internet-of-things with the power of cloud computing and the intelligence of big Data analytics- a three layered approach

M Khorshed, N Sharma, K Kumar, M Prasad, A Ali, Y Xiang

(2015), pp. 1-8, APWC on CSE 2015: Proceedings of the Asia-Pacific Computer Science and Engineering 2015 World Congress, Nadi, Fiji, E1

conference

Blind source separation dependent component analysis

Y Xiang, D Peng, Z Yang

(2015), Berlin, Germany, A1

book

Superimposed channel training algorithm for time-varying MIMO relay systems

C Chiong, Y Rong, Y Xiang

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

conference
2014

Robust patchwork-based watermarking method for stereo audio signals

I Natgunanathan, Y Xiang, Y Rong, D Peng

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

journal

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

Y Xiang, I Natgunanathan, S Guo, W Zhou, S Nahavandi

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

journal

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

S Guo, M Guo, V Leung, S Yu, Y Xiang

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

journal

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

Deze Zeng, Song Guo, Yong Xiang, Hai Jin

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

journal

Histogram shape-based robust image watermarking method

T Zong, Y Xiang, I Natgunanathan

(2014), pp. 878-883, IEEE ICC 2014 - Proceedings of the Communication and Information Systems Security Symposium, Sydney, NSW, E1

conference

Blind estimation of MIMO relay channels

C Chiong, Y Rong, Y Xiang

(2014), pp. 400-403, SSP 2014 : IEEE Workshop on Statistical Signal Processing Proceedings, Gold Coast, Qld, E1

conference

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

S Elbadry, Y Xiang, T Zong, I Natgunanathan

(2014), pp. 896-900, IEEE ICC 2014 - Communication and Information Systems Security Symposium, Sydney, N.S.W., E1

conference

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

I Natgunanathan, Y Xiang, T Zong, Y Xiang

(2014), pp. 890-895, IEEE ICC 2014 - Communication and Information Systems Security Symposium, Sydney, N.S.W., E1

conference

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

Y Xiang, L Yang, D Peng, S Xie

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

journal

Image encryption based on compressed sensing and blind source separation

Z Yang, Y Xiang, C Lu

(2014), pp. 1366-1369, IJCNN 2014 : Proceedings of the 2014 International Joint Conference on Neural Networks, Beijing, China, E1

conference

An effective and feasible traceback scheme in mobile internet environment

S Yu, K Sood, Y Xiang

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

journal

Blind extraction of cyclostationary signal from convolutional mixtures

Y Xiang, I Ubhayaratne, Z Yang, B Rolfe, D Peng

(2014), pp. 857-861, ICIEA 2014 : Proceedings of the 2014 9th IEEE Conference on Industrial Electronics and Applications, Hangzhou, China, E1

conference

Separating spatially correlated signals using first-order precoders

Y Xiang, D Peng, A Kouzani

(2014), pp. 1077-1081, ICIEA 2014 : Proceedings of the 2014 9th IEEE Conference on Industrial Electronics and Applications, ICIEA 2014, Hangzhou, China, E1

conference

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

C Chiong, Y Rong, Y Xiang

(2014), pp. 630-634, ISITA 2014 : Proceedings of International Symposium on Information Theory and Its Applications, Melbourne, Victoria, E1

conference
2013

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

L Yang, J Lv, Y Xiang

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

journal

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

D Peng, Y Xiang, H Trinh, Z 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

J Lan, J Li, Y Xiang, T Huang, Y Yin, J 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

Y Xiang, D Peng, Y Xiang, S 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

Z Yang, Y Xiang, Y Rong, S Xie

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

journal

Internet Traffic Classification by Aggregating Correlated Naive Bayes Predictions

Jun Zhang, Chao Chen, Yang Xiang, Wanlei Zhou

(2013), Vol. 8, pp. 5-15, IEEE Transactions on Information Forensics and Security, C1

journal

Network traffic classification using correlation information

J Zhang, Y Xiang, Y Wang, W Zhou, Y Xiang, Y 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

I Natgunanathan, Y Xiang, S Elbadry, W Zhou, Y Xiang

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

conference

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

T Zong, Y Xiang, S Elbadry, S Nahavandi

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

conference

Channel training algorithms for two-way mimo relay systems

C Chiong, Y Rong, Y 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

K Kipli, A Kouzani, Y Xiang

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

conference
2012

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

Y Xiang, I Natgunanathan, D Peng, W Zhou, S Yu

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

journal

A globally convergent MC algorithm with an adaptive learning rate

D Peng, Z Yi, Y Xiang, H Zhang

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

journal

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

Y Rong, M Khandaker, Y Xiang

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

journal

Time-frequency approach to underdetermined blind source separation

S Xie, L Yang, J Yang, G Zhou, Y Xiang

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

journal

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

P Li, S Guo, Y Xiang, H Jin

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

journal

Discriminating DDoS attacks from flash crowds using flow correlation coefficient

S Yu, W Zhou, W Jia, S Guo, Y Xiang, F Tang

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

journal

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

I Natgunanathan, Y Xiang, Y Rong, W Zhou, S Guo

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

journal

Document clustering in correlation similarity measure space

T Zhang, Y Tang, B Fang, Y Xiang

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

journal

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

Z Yang, Y Xiang, S Xie, S Ding, Y Rong

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

journal

Patchwork-based stereo audio watermarking against de-synchronization attack

I Natgunanathan, Y Xiang, T Zong

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

conference

Superimposed channel training for two-way MIMO relay systems

C Chiong, Y Rong, Y Xiang

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

conference

Robust channel estimation algorithm for dual-hop MIMO relay channels

C Chiong, Y Rong, Y Xiang

(2012), pp. 2347-2352, PIMRC 2012 : IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Sydney, New South Wales, E1

conference
2011

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

Y Xiang, D Peng, I Natgunanathan, W 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

J Lan, Y Xiang, L Wang, Y Shi

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

journal

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

D Peng, Y Xiang, Z Yi, S Yu

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

journal

Multiuser multi-hop MIMO relay systems with correlated fading channels

Y Rong, Y 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

I Natgunanathan, Y Xiang

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

conference

Maximum contrast analysis for nonnegative blind source separation

Z Yang, Y Xiang, S Xie

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

journal

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

K Yang, R Yuan, Y Xiang, W 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

K Kipli, A Kouzani, Y Xiang, M Joordens

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

conference
2010

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

D Peng, Y Xiang, H Trinh

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

journal

Blind separation of mutually correlated sources using precoders

Y Xiang, S Ng, V Nguyen

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

journal

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

D Peng, Y Xiang, D Huang

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

journal

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

D Peng, D Peng, Y Xiang, Y Xiang

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

journal

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

I Natgunanathan, Y Xiang

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

conference
2009

An approach to nonirreducible MIMO FIR channel equalization

Y Xiang, S Ng

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

journal

A unified learning algorithm to extract principal and minor components

D Peng, Z Yi, Y Xiang

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

journal

A new adaptive blind channel identification algorithm

D Peng, Y Xiang, Z 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

D Peng, Y Xiang

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

journal

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

I Natgunanathan, Y Xiang

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

conference

An iterative equalization method for nonirreducible MIMO FIR channels

Y Xiang, S Ng

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

conference
2008

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

Y Xiang

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

journal

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

D Peng, Z Yi, J Lv, Y Xiang

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

journal

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

D Peng, Z Yi, Y Xiang

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

journal

A stable MCA learning algorithm

D Peng, Z Yi, J Lv, Y Xiang

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

journal
2007

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

Y Xiang

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

journal

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

N Gu, Y Xiang, F Rouillier, Z Cao

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

journal

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

N Gu, Y Xiang, M Tan, Z Cao

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

journal

Necessary and sufficient conditions for robust oscillatory stability

N Gu, W Yu, Y Xiang, M 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

N Gu, D Lazard, F Rouillier, Y Xiang

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

journal
2006

Blind equalization of nonirreducible systems using the CM criterion

Y Xiang, V Nguyen, N 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

Y Xiang

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

journal

Blind equalization of non-irreducible channels driven by MPSK signals

Y Xiang, Z Guan, N 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, San Francisco, USA, E1

conference

A new blind signal separation algorithm for instantaneous MIMO system

N Gu, Z Guan, S Nahavandi, Y Xiang

(2006), pp. 1-5, Communications: a global bridge, San Francisco, USA, E1

conference

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

Y Xiang

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

conference
2005

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

V Nguyen, Y Xiang

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

journal

A modified CM algorithm for blind equalization of MPSK signals

N Gu, Y Xiang, S Nahavandi

(2005), pp. 291-294, Eighth International Symposium on Signal Processing and Its Applications, Sydney, Australia, E1

conference

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

Y Xiang, N Gu, K 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, Hong Kong, E1

conference

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

Y Xiang, V Nguyen, N Gu

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

conference

Adaptive blind channel equalization based on constellation information of MPSK signal

N Gu, Y Xiang, M Tan, Z 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, Hong Kong, E1

conference

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

V Nguyen, Y Xiang

(2005), pp. 1141-1146, Proceedings of the IEEE International Conference on Industrial Technology (IEEE ICIT2005), Hong Kong, China, E1

conference
2004

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

Y Xiang, S Nahavandi, H Trinh, H 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

Y Xiang, W Yu, J Zhang, S 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 sources based on phase-frequency redundancy

Y Xiang, W Yu, J Zhang

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

conference

Blind separation of cyclostationary signals from instantaneous mixtures

Y Xiang, W Yu, H Zheng, S Nahavandi

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

conference

Emission-based condition monitoring technique for ZnO surge arrester

K Wong, Y Xiang, S 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], Clearwater Beach, Florida, E1

conference
2003

Genetic image enhancement based on saturation feedback

H Zheng, L Pan, Y Xiang, A Wong, S Nahavandi

(2003), 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

H Zheng, Z Zheng, Y Xiang

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

conference

Genetic learning based texture surface inspection

H Zheng, S Nahavandi, L Pan, Y Xiang

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

conference

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

Y Xiang, S Nahavandi, H Trinh, H Zheng

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

conference

Blind identification of FIR MIMO channels by decorrelating subchannels

Y Hua, S An, Y Xiang

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

journal

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

W Yu, L Wang, Y Xiang

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

conference

Identification of unknown uncorrelated colored signals distorted by unknown convolutive channels

Y Hua, S An, Y 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

Y Xiang, Y Hua, S An, A Acero

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

conference
2001

Blind source separation using second-order cyclostationary statistics

K Abed-Meraim, Y Xiang, J Manton, Y 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

Y Hua, S An, Y Xiang

(2001), pp. 2157-2160, ICASSP 2001 : Proceedings of the Acoustics, Speech and Signal Processing IEEE 2001 International Conference, Salt Lake City, Utah, E1-1

conference

Experimental investigation of delayed instantaneous demixer for speech enhancement

Y Xiang, Y Hua, S An, A Acero

(2001), pp. 633-636, ICASSP 2001 : Proceedings of the Acoustics, Speech and Signal Processing IEEE 2001 International Conference, Salt Lake City, Utah, E1-1

conference
2000

Blind identification of colored signals distorted by FIR channels

Y Hua, Y Xiang, K Abed-Meraim

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

conference

Generalized second order identifiability condition and relevant testing technique

K Abed-Meraim, Y Xiang, Y Hua

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

conference

The BID for blind equalization of FIR MIMO channels

Y Hua, Y Xiang

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

conference
1999

Natural power method for fast subspace tracking

Y Hua, Y Xiang, T Chen, K Abed-Meraim, Y Miao

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

conference

Adaptive blind source separation by second order statistics and natural gradient

Y Xiang, K Abed-Meraim, Y Hua

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

conference

Blind source separation using second-order cyclostationary statistics

K Abed-Meraim, Y Xiang, Y Hua

(1999), pp. 321-326, IDC 1999 : Proceedings of the Information, Decision and Control 1999 Conference, Adelaide, S. A., E1-1

conference

New look at the power method for fast subspace tracking

Y Hua, Y Xiang, T Chen, K Abed-Meraim, Y 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

Y Xiang, K Abed-Meraim, Y Hua

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

conference

Funded Projects at Deakin

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

Novel Audio Watermarking Techniques for Tracing Multimedia Piracy

Prof Yong Xiang, Prof Gleb Beliakov, Dr Longxiang Gao, Prof Wanlei Zhou

ARC Linkage - Projects

  • 2018: $35,027

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

NICTA/Data61 Scholarships - School of IT

Prof John Grundy, Prof John Yearwood, A/Prof Mohamed Abdelrazek, Prof Yong Xiang, Dr Shui Yu

  • 2018: $76,789
  • 2017: $143,404

Novel Audio Watermarking Techniques for Tracing Multimedia Piracy

Prof Yong Xiang, Prof Gleb Beliakov, Dr Longxiang Gao, Prof Wanlei Zhou

  • 2018: $30,000

Developing a Location Aware Fog Computing Prototype used on Vehicles

Dr Longxiang Gao, Prof Yong Xiang

  • 2018: $10,000
  • 2017: $20,000

Information Oriented Fog Servers in National Parks

Prof Yong Xiang, Dr Longxiang Gao, Dr Atul Sajjanhar

  • 2017: $50,000

Decision-Making Systems for Developing and Improving Online Games

Prof Yong Xiang, Dr Longxiang Gao

  • 2017: $60,000

Bot Attack and Defence in Online Social Media Using Unsupervised Machine Learning.

Dr Longxiang Gao, Prof Yong Xiang

  • 2018: $60,000

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

Executive Supervisor
2017

Kongalage Nishchitha Indivarie Ubhayaratne

Thesis entitled: Audio-based signal extraction techniques for stamping tool condition monitoring

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

Associate Supervisor
2017

Keshav Sood

Thesis entitled: Performance Analysis and Optimization in Software Defined Networks

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

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