| Description |
xvi, 382 pages : illustrations ; 24 cm |
| Series |
The Institute of Mathematics and its Applications conference series ; new ser., 67 |
|
Institute of Mathematics and Its Applications conference series ; new ser., 67
|
| Contents |
Machine derived contents note: From matrix to tensor: multilinear algebra and signal processing -- The analysis of linear functions using geometric algebraan alternative to matrices and tensors -- Rational approximation using Grobner bases: some numerical results -- Grobner basis design of incomplete Chebyshev polynomials -- Fractals, linear channels, and delay methods -- Blind binary signal separation using joint diagonalization techniques -- Adaptive algorithms for single user blind channel equalization -- Assessing stability for adaptive filtering algorithms in signal processing -- Constrained Kalman filter for least-squares estimation of time-varying beamforming weights -- Using algorithmic engineering to derive a fast parallel weight extraction algorithm based on QRD recursive least squares -- The simultaneous strict positive real problem: similarities with the simultaneous stability problem and applications in adaptive recursive algorithms -- Asymptotic performance analysis of Yang's subspace tracking algorithm -- Generalized prediction error approach to spectral analysis and filtering of irregularly-sampled data -- Decaying exponentials and signal decomposition -- Robust envelope-constrained filter design -- On the use of positivity in reconstructing images from noisy data -- Treatment of noise in positive reconstructions in linear inverse problems -- Ill conditioning and gradient based optimization of multi-layer perceptrons -- Online modelling of time series with resource allocating neural networks -- Bayesian model selection for linear and non-linear time series using the Gibbs sampler -- Bayesian image estimation from sparse raw MRI data -- Polynomial models for 3D motion parameters and depth estimation in monocular computer vision -- Symmetry and wavelet transforms for image data compression -- Vanishing moments and biorthogonal wavelet systems -- On sliding window schemes for discrete least-squares approximation by trigonometric polynomials -- Jump detection by Pade approximation -- Discrete simulation models for multidimensional systems based on functional transformations -- Analytic performance evaluation of third-order statistics based estimators for Allpass identification -- Detection of sleep apnoea using time-frequency analysis of heart rate variability -- Robust estimation of oceanic background spectrum |
| Bibliography |
Includes bibliographical references |
| Subject |
Signal processing -- Mathematics -- Congresses.
|
| Genre/Form |
Conference papers and proceedings.
|
| Author |
McWhirter, J. G.
|
|
Proudler, I. K.
|
|
Institute of Mathematics and Its Applications.
|
| LC no. |
98034163 |
| ISBN |
0198502028 |
|
