专著

Z. Zhu and A. K. Nandi, (2014) Automatic Modulation Classification - Principles, Algorithms, and Applications. Wiley (to be published in January 2015)

期刊论文

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

会议论文

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