Elements of information theory
Elements of information theory
Elementary proof of the Wielandt-Hoffman Theorem and of its generalization
Elementary proof of the Wielandt-Hoffman Theorem and of its generalization
An Introduction to Statistical Signal Processing
An Introduction to Statistical Signal Processing
Long correlation Gaussian random fields: Parameter estimation and noise reduction
Digital Signal Processing
A theory of locally low dimensional light transport
ACM SIGGRAPH 2007 papers
Two image restoration algorithms using variational PDE based neural network
IWCMC '07 Proceedings of the 2007 international conference on Wireless communications and mobile computing
Introduction to digital speech processing
Foundations and Trends in Signal Processing
Capacity-approaching block-based transceivers with reduced redundancy
Digital Signal Processing
The space frontier: physical limits of multiple antenna information transfer
Proceedings of the 3rd International Conference on Performance Evaluation Methodologies and Tools
Asymptotic optimal SINR performance bound for space-time beamformers
Signal Processing
Noise reduction algorithms in a generalized transform domain
IEEE Transactions on Audio, Speech, and Language Processing
On estimation accuracy of desynchronization attack channel parameters
IEEE Transactions on Information Forensics and Security
Asymptotic generalized eigenvalue distribution of block multilevel toeplitz matrices
IEEE Transactions on Signal Processing
Multiple description coding for stationary Gaussian sources
IEEE Transactions on Information Theory
Design of close to optimal Euclidean distance MIMO-precoders
ISIT'09 Proceedings of the 2009 IEEE international conference on Symposium on Information Theory - Volume 2
A robust and computationally efficient subspace-based fundamental frequency estimator
IEEE Transactions on Audio, Speech, and Language Processing
Distributed analog coding of correlated Gaussian sources
Allerton'09 Proceedings of the 47th annual Allerton conference on Communication, control, and computing
Spectrum sensing by cognitive radios at very low SNR
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Asynchronous CDMA systems with random spreading-part I: fundamental limits
IEEE Transactions on Information Theory
Constellation-rotated vector OFDM and its performance analysis over Rayleigh fading channels
IEEE Transactions on Communications
Noncoherent capacity of underspread fading channels
IEEE Transactions on Information Theory
A new prewhitening-based adaptive filter which converges to the Wiener-solution
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
A direct O(Nlog2N) finite difference method for fractional diffusion equations
Journal of Computational Physics
Low complexity pre-equalization algorithms for zero-padded block transmission
IEEE Transactions on Wireless Communications
Detection of spatially correlated Gaussian time series
IEEE Transactions on Signal Processing
Capacity of channels with frequency-selective and time-selective fading
IEEE Transactions on Information Theory
Efficient NLMS and RLS algorithms for perfect and imperfect periodic sequences
IEEE Transactions on Signal Processing
IEEE Transactions on Signal Processing
Source Coding: Part I of Fundamentals of Source and Video Coding
Foundations and Trends in Signal Processing
Parallel direct Poisson solver for discretisations with one Fourier diagonalisable direction
Journal of Computational Physics
Brief paper: A hierarchy of LMI inner approximations of the set of stable polynomials
Automatica (Journal of IFAC)
A regularised estimator for long-range dependent processes
Automatica (Journal of IFAC)
Automatica (Journal of IFAC)
Journal of Computational Physics
A fast Galerkin method with efficient matrix assembly and storage for a peridynamic model
Journal of Computational Physics
I-SMOOTH: iteratively smoothing piecewise-constant Poisson-process rate functions
Proceedings of the Winter Simulation Conference
Generalized Lane-Riesenfeld algorithms
Computer Aided Geometric Design
A superfast-preconditioned iterative method for steady-state space-fractional diffusion equations
Journal of Computational Physics
Journal of Multivariate Analysis
I-SMOOTH: Iteratively Smoothing Mean-Constrained and Nonnegative Piecewise-Constant Functions
INFORMS Journal on Computing
On semi-convergence of modified HSS iteration methods
Numerical Algorithms
Journal of Computational Physics
Journal of Multivariate Analysis
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The fundamental theorems on the asymptotic behavior of eigenvalues, inverses, and products of banded Toeplitz matrices and Toeplitz matrices with absolutely summable elements are derived in a tutorial manner. Mathematical elegance and generality are sacrificed for conceptual simplicity and insight in the hope of making these results available to engineers lacking either the background or endurance to attack the mathematical literature on the subject. By limiting the generality of the matrices considered, the essential ideas and results can be conveyed in a more intuitive manner without the mathematical machinery required for the most general cases. As an application the results are applied to the study of the covariance matrices and their factors of linear models of discrete time random processes.