Publications from the Cisco - La Trobe Centre for AI and Internet of Things

Journals

• Staunton KM, Crawford JE, Liu J, Townsend M, Han Y, Xiang W et al. A Low-Powered and Highly Selective Trap for Male Aedes (Diptera: Culicidae) Surveillance: The Male Aedes Sound Trap. Journal of Medical Entomology. 2020
• Niu H,  Lei X, Xiao Y, Li Y, Xiang W. Performance Analysis and Optimization of Secure Generalized Spatial Modulation.  IEEE Transactions on Communications.  68:4451-4460. 2020
• Zheng J, Xiang W, Lorenz P, Mao S. MONET Special Issue on Towards Future Ad Hoc Networks: Technologies and Applications (I).  Mobile Networks and Applications. 25:756-759. 2020
• Belson B. Xiang W, Holdsworth J, Philippa B. C++20 coroutines on microcontrollers - what we learned.  IEEE Embedded Systems Letters.  2020
• Han Y, Wang Z, Guo Q, Xiang W. Deep learning-based detection for moderate-density code multiple access in IoT networks.  IEEE Communications Letters.  24:122-125. 2020
• Kharbech S, Simon EP Belazi A ,Xiang W. Denoising higher-order moments for blind digital modulation identification in multiple-antenna systems.  IEEE Wireless Communications Letters. 9:765-769. 2020
• Wang E, Attard S, Linton A, McGlinchey M, Xiang W et al. Development of a closed-loop irrigation system for sugarcane farms using the Internet of Things.  Computers and Electronics in Agriculture. 172:1-10. 2020
• Guo JC, Yu QY, Meng WX, Xiang W. Energy-efficient hybrid precoder with adaptive overlapped subarrays for large-array mmWave systems.  IEEE Transactions on Wireless Communications. 19:1484-1502. 2020
• Chen Y, Tang W, Xiao Y, Zheng C, Xiang W. Expectation propagation aided frequency domain turbo equalizer for single-carrier spatial modulation systems.  IEEE Communications Letters. 24:1124-1128. 2020
• Zhang H, Xiao Y, Xiao Y, Xiang W. Impact of Imperfect Angle Estimation on Spatial and Directional Modulation.  IEEE Access.  8:7081-7092. 2020
• Wei P, Xiao Y, Dan L, Ge L, Xiang W. N-Continuous Signaling for GFDM.  IEEE Transactions on Communications. 68:947-958. 2020
  Shi J. Liu X, Xiang W, Han M, Zhang Q. Novel Fractional Wavelet Packet Transform: Theory, Implementation, and Applications.  IEEE Transactions on Signal Processing.  68:4041-4054. 2020
• Shi J, Zheng J, Liu X, Xiang W, Zhang Q. Novel short-time fractional Fourier transform: theory, implementation, and applications.  IEEE Transactions on Signal Processing. 68:3280-3295. 2020
• Yang Y, Hou C, Lang Y, Sakamoto T, He Y, Xiang W et al. Omnidirectional Motion Classification with Monostatic Radar System Using Micro-Doppler Signatures.  IEEE Transactions on Geoscience and Remote Sensing.  58:3574-3587. 2020
• Cao R, Lei X, Xiao Y, Li Y, Xiang W. Space-frequency index modulation for combating ICI in intelligent mobility communications.  IEEE Access.  8:21272-21281. 2020
• Lu Y, Cheng P, Chen Z, Li Y, Mow WH et al. Deep autoencoder learning for relay-assisted cooperative communication systems.  IEEE Transactions on Communications.  1-1. 2020
• Xiong J, Fang Y, Cheng P, Shi Z, Zhang W. Distributed caching in converged networks: a deep reinforcement learning approach.  IEEE Transactions on Broadcasting.  2020
• Yan Z, Cheng P, Chen Z, Li Y, Vucetic B. Gaussian Process Reinforcement Learning for Fast Opportunistic Spectrum Access.  IEEE Transactions on Signal Processing.  68:1-1. 2020
• Zhang R, Cheng P, Chen Z, Liu S, Li Y et al. Online learning enabled task offloading for vehicular edge computing.  IEEE Wireless Communications Letters.  9. 2020
• Cheng P, Chen Z, Ding M, Li Y, Vucetic B et al. Spectrum intelligent radio: Technology, development, and future trends.  IEEE Communications Magazine.  58:12-18. 2020
• Yu G, Zha X, Wang X, Ni W, Yu K et al. A unified analytical model for proof-of-X schemes.  Computers and Security.  96:1-13. 2020
• Yu G, Wang X, Yu K, Ni W, Zhang JA et al. Survey: Sharding in Blockchains.  IEEE Access.  8:14155-14181. 2020
• Huynh P, Phan TK, Liu B, Ross R. Throughput analysis of buffer-aided decode-and-forward wireless relaying with RF energy harvesting.  Sensors.  20. 2020
• Waheed W, Deng G, Liu B. Discrete Laplacian operator and its applications in signal processing.  IEEE Access.  8:89692-89707. 2020
• Moorfield J, Wang S,Yang W, Bedari A, Van Der Kamp P. A Möbius transformation based model for fingerprint minutiae variations.  Pattern Recognition.  98. 2020
• Rana MS, Nibali A, He Z, Morgan S. Automated repair of fragmented tracks with 1D CNNs. Image and Vision Computing. 101. 2020
  Langer M, He Z, Rahayu JW, Xue Y. Distributed Training of Deep Learning Models: A Taxonomic Perspective.  IEEE Transactions on Parallel and Distributed Systems.  31:2802-2818. 2020
  Kuntsche E, Bonela AA, Caluzzi G, Miller M, He Z. How much are we exposed to alcohol in electronic media? Development of the Alcoholic Beverage Identification Deep Learning Algorithm (ABIDLA).  Drug and Alcohol Dependence.  208. 2020
• Tan JS, Goh SL, Kendall G, Sabar NR. A survey of the state-of-the-art of optimisation methodologies in school timetabling problems.  Expert Systems with Applications. 113943-113943. 2020
• Tan JS, Goh SL, Sura S, Kendall G, Sabar NR. Hybrid particle swarm optimization with particle elimination for the high school timetabling problem.  Evolutionary Intelligence.  2020
• Sabar NR, Bhaskar A, Chung E, Turky A, Song A. An adaptive memetic approach for heterogeneous vehicle routing problems with two-dimensional loading constraints. Swarm and Evolutionary Computation.  58. 2020
• Goh SL, Kendall G, Sabar N, Abdullah S. An effective hybrid local search approach for the post enrolment course timetabling problem.  Opsearch Journal of the Operational Research Society of India.  2020
• Turky A, Sabar NR, Dunstall S, Song A. Hyper-heuristic local search for combinatorial optimisation problems.  Knowledge-Based Systems.  205:1-13. 2020
• Nguyen HD Arbel J, Lu H, Forbes F. Approximate Bayesian Computation Via the Energy Statistic.  IEEE Access.  8:131683-131698. 2020
  Nguyen TT, Nguyen HD, Chamroukhi F, McLachlan GJ. Approximation by finite mixtures of continuous density functions that vanish at infinity.  Cogent Mathematics and Statistics.  7. 2020
• Redivo E, Nguyen HD, Gupta M. Bayesian clustering of skewed and multimodal data using geometric skewed normal distributions.  Computational Statistics and Data Analysis.  152. 2020
• Nguyen HD, Forbes F, McLachlan GJ. Mini-batch learning of exponential family finite mixture models Statistics and Computing.  30. 2020
  Arbel J, Marchal O, Nguyen HD. On strict sub-Gaussianity, optimal proxy variance and symmetry for bounded random variables.  ESAIM: Probability and Statistics. 24:39-55. 2020

Conferences

• Guo JC, Yu QY, Meng WX, Xiang W. Ergodic energy efficiency of mmWave system considering insertion loss under dynamic subarray architecture.  IEEE Vehicular Technology Conference. 2020
• Gan R, Xiao Y, Shao J, Zhou X, Xiang W. Optimal energy allocation against denial-of-service attack in cache-enabled wireless networks.  IEEE Vehicular Technology Conference. 2020
• Tan Y, Wang Y, Gu S, Sun X, Zhang Q, Xiang W et al. Optimized coded prefetching scheme in hierarchical cache-enabled networks.  2020 IEEE Wireless Communications and Networking Conference Workshops (WCNCW). Proceedings.. 2020
• Li HY, Liu ZJ, Yu QY, Xiang W, Adachi F. Uplink SCMA with STBC in fading channels. IEEE Vehicular Technology Conference. 2020
  Lu Y, Cheng P, Chen Z, Mow WH, Li Y. A learning approach to cooperative communication system design.  2020 IEEE International Conference on Acoustics, Speech and Signal Processing Proceedings. 5240-5244. 2020
• Xu Y, Cheng P, Chen Z, Ding M, Li Y et al. Real-time task offloading for large-scale mobile edge computing.  ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 4975-4979. 2020
• Raviteja P, Phan TK, Hong Y, Viterbo E. Orthogonal time frequency space (OTFS) modulation based radar system.  IEEE Radar Conference, (RadarConf). 2019
• Yang W, Johnstone MN, Sikos LF, Wang S. Security and forensics in the Internet of Things: research advances and challenges.  Proceedings - 2020 Workshop on Emerging Technologies for Security in IoT, ETSecIoT 2020. 12-17. 2020
• Sabar N, Turky A, Song A. Adaptive multi-optimiser cooperative co-evolution for large-scale optimisation.  2019 IEEE Congress on Evolutionary Computation (CEC). 705-712. 2019
• Nguyen HD. An Introduction to Approximate Bayesian Computation.  Communications in Computer and Information Science. 96-108. 2019
  Nguyen HD, Jones AT, McLachlan GJ. Positive data kernel density estimation via the LogKDE package for R.  Communications in Computer and Information Science. 269-280. 2019
• Chamroukhi FLecocq F, Nguyen HD. Regularized Estimation and Feature Selection in Mixtures of Gaussian-Gated Experts Models.  Communications in Computer and Information Science. 42-56. 2019

Books

• L. Zhao, H. Zhao, K. Zheng, and W. Xiang (authored book), “Massive MIMO in 5G Networks: Selected Applications,” Springer, ISBN: 978-3-319-68409-3, 2018.
• W. Xiang, K. Zheng, and X. Shen (eds.), “5G Mobile Communications,” Springer, ISBN: 978-3-319-34206-1, 2017.
• K. Zheng, L. Zhang, W. Xiang, and W. Wang (authored book),“Heterogeneous Vehicular Networks,” Springer, ISBN: 978-3-319-25622-1, 2016.
• Xiang W Cloud Computing, Smart Grid and Innovative Frontiers in Telecommunications.  Vol. 322 LNICST.  2020
• Zheng J, Xiang W, Lorenz P, Mao S, Yan F Ad Hoc Networks.  Vol. 258.  2019
• Siuly S, Lee I, Huang Z, Zhou R, Wang H, Xiang W Health Information Science.  Vol. 11148 LNCS.  2018
• Nguyen, Hien Statistics and Data Science: Research School on Statistics and Data Science, RSSDS 2019, Melbourne, VIC, Australia, July 24–26, 2019, Proceedings.  Vol. 1150.  2019

Chapters

• Rana MM, Xiang W, Wang E. Controlling the distributed energy resources under fading channel.  119-126. 2019
• Rana MM, Xiang W, Wang E. H-infinity-based microgrid state estimations using the IoT sensors.  285-295. 2019
• Nguyen HD, McLachlan GJ, Hill MM. Statistical evaluation of labeled comparative profiling proteomics experiments using permutation test.  Methods in Molecular Biology. 109-117. 2017