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江蘇蘇州市人,1988年3月出生,2010年7于英國利物浦大學(University of Liverpool)獲得一等通信工程學士學位,2014年12月畢業于英國布魯内爾大學(Brunel University)電子與計算機工程系,并獲得博士學位及校長博士科研獎,主要研究通信系統中的信道估計與調制分類。2015年9月加入bat365官方网页版。發表SCI論文4篇,EI論文十餘篇,并擔任多個國際權威刊物審稿人。 |
研究領域 |
光網絡與數據中心,具體包括: 1)無線通信中的信道估計與調制分類 2)光通信中的調制分類及信息安全 3)光網絡中的數據挖掘及動态優化 4)基于機器學習的光網絡優化 5)基于機器學習的模式識别及數據挖掘 |
科研項目 |
自動數字通信信号調制分類 |
代表性科研成果 |
專著Z. Zhu and A. K. Nandi, (2014) Automatic Modulation Classification - Principles, Algorithms, and Applications. Wiley (to be published in January 2015)
期刊論文Z. Zhu, A. K. Nandi, (2014) Blind Digital Modulation Classification using Minimum Distance Centroid Estimator and Non-parametric Likelihood Function, Submitted to IEEE Transactions on Wireless Communications, vol. 13, no. 8, pp. 4483-4494, doi: 10.1109/TWC.2014.2320724 Z. Zhu, M. W. Aslam, A. K. Nandi, (2013) Genetic Algorithm Optimized Distribution Sampling Test for M-QAM Modulation Classification, Signal Processing, vol. 94, pp. 264-277, ISSN 0165-1684, doi: 10.1016/j.sigpro.2013.05.024 M. W. Aslam, Z. Zhu, A. K. Nandi, (2013) Feature generation using genetic programming with comparative partner selection for diabetes classification, Expert Systems with Applications, vol. 40, no. 13, pp. 5402-5412, ISSN 0957-4174, doi: 10.1016/j.eswa.2013.04.003 M. W. Aslam, Z. Zhu and A. K. Nandi, (2012) Automatic Modulation Classification Using Combination of Genetic Programming and KNN. IEEE Transactions on Wireless Communications, vol. 11, no. 8, pp.2742-2750, doi: 10.1109/TWC.2012.060412.110460
會議論文Z. Zhu, A. K. Nandi, (2014) Blind Modulation Classification for MIMO systems using Expectation Maximization, IEEE Military Communication Conference Z. Zhu, M. W. Aslam, A. K. Nandi, (2013) Approximate Centroid Estimation with Constellation Grid Segmentation for Blind M-QAM Classification, IEEE Military Communication Conference Z. Zhu, M. W. Aslam, A. K. Nandi, (2013) Adapted Geometric Semantic Genetic Programming for Diabetes and Breast Cancer Classification, IEEE International Workshop on Machine Learning for Signal Processing M. W. Aslam, Z. Zhu, A. K. Nandi, (2013) Improved Comparative Partner Selection with Brood Recombination for Genetic Programming, IEEE International Workshop on Machine Learning for Signal Processing Z. Zhu, M. W. Aslam, A. K. Nandi, (2013) Robustness Enhancement of Distribution Based Binary Discriminative Features for Modulation Classification, IEEE International Workshop on Machine Learning for Signal Processing M. W. Aslam, Z. Zhu and A. K. Nandi, (2011) Robust QAM Classification Using Genetic Programming and Fisher Criterion. European Signal Processing Conference, pp. 995-999, ISSN 2076-1465 Z. Zhu, M. W. Aslam and A. K. Nandi, (2011) Support Vector Machine Assisted Genetic Programming for MQAM Classification. IEEE International Symposium on Signals, Circuits & Systems, pp. 1-6, doi: 10.1109/ISSCS.2011.5978654 M. W. Aslam, Z. Zhu and A. K. Nandi, (2010) Automatic Digital Modulation Classification Using Genetic Programming with K-Nearest Neighbor. IEEE Military Communications Conference, pp. 1371-1376, doi: 10.1109/MILCOM.2010.5680232 Z. Zhu, M. W. Aslam and A. K. Nandi, (2010) Augmented Genetic Programming for automatic digital modulation classification. IEEE International Workshop on Machine Learning for Signal Processing, pp. 391-396, doi: 10.1109/MLSP.2010.5588920 |