Mathematics in Signal Processing V

Professor J.G. McWhirter, Senior Fellow in the Defence Evaluation and Research AgencyDr I.K. Proudler, Fellow in the Defence Evaluation and Research Agency

... a rich blend of theoretical ideas and novel applications.

• 1. Tensor Decompositions: State of the ART and Applications ; 2. Blind Deconvolution and Source Separation ; 3. An Algebraic Algorithm for Independent Component Analysis with More Sources than Sensors ; 4. Quasi-Newton Cross-Correlation and Constant Modulus Adaptive Algorithm for Space-Time Blind Equalization ; 5. Audio Source Separation ; 6. Approximate Joint Diagonalization Based on the Cayley Transform ; 7. An Adaptive Blind CMOE-CMA Receiver for DS-CDMA Systems ; 8. Statistics of Impulse Noise in xDSL ; 9. Nonlinear Thoughts about Linear Signal Processing ; 10. An Application of the Maximum Noise Fraction Method to Filtering Noisy Time Series ; 11. Applications of Chaotic Dynamical Systems and Ergodic Theory to Spread Spectrum Sequences Design ; 12. On the Dynamics of Some Nonhyperbolic Area-preserving Piecewise Linear Maps ; 13. Nonlinear System Identification of a Broadband Subscriber Line Interface Circuitry using the Volterra Approach ; 14. Importance Sampling Simulation and Multiple-Hyperplane Realization of the Bayesian Decision Feedback Equalizer ; 15. Accumulated Evidence and Dimensionality Reduction ; 16. Information Geometric Approaches to Acoustic Signal Classification ; 17. Using Stochastic Vector Quantizers to Characterize Signal and Noise Subspaces ; 18. Multiresolution Gaussian Mixtures for Image Analysis ; 19. Mathematics in Biomedical Signal Processing ; 20. Automatic Frequency Correction for Quantification of Magnetic Resonance Spectroscopic Images ; 21. Time-frequency and Time Scale Analysis of Embolic Signals ; 22. Instantaneous Frequency Estimation of Quadratic FM Signals Corrupted by Multiplicative and Additive Noise ; 23. Analysis and Fast Implementation of Oversampled Modulated Filter Banks ; 24. Exponential Decomposition and Hankel Matrix ; 25. A Robustness Property of Algorithms Using Second-Order Statistics ; 26. Bias/Variance Trade-Offs in Direction of Arrival Estimation Using Sensor Arrays ; 27. Robustness of Narrowband DOA Algorithms with Respect to Signal Bandwidth ; 28. A Mathematical Representation and Comparison of Detectors for Wireless Communication using Multiple Antennas ; 29. Likelihood Ratio Methods for Underwater Acoustics Signal Detection ; 30. Solution of The General Harmonic Estimation Problem (High-Resolution Sinusoid Parameter Estimation)