52 citations · 53 across the 5 of their papers we have counts for
4 papers · 1 filter
Decoupled Azimuth Elevation AoA Estimation Exploiting Kronecker Separable Steering Matrices
Faizan A. Khattak, Ian K. Proudler, Stephan Weiss +1
Uniform rectangular arrays (URA), structured non-uniform rectangular arrays (NURA), and parallelogram shaped (UPgA and NUPgA) arrays admit steering vectors that can be expressed as…
Impact of Estimation Errors of a Matrix of Transfer Functions onto Its Analytic Singular Values and Their Potential Algorithmic Extraction
Mohammed Bakhit, Faizan A. Khattak, Ian K. Proudler +1
A matrix of analytic functions A(z), such as the matrix of transfer functions in a multiple-input multiple-output (MIMO) system, generally admits an analytic singular value decompo…
A Gaussian Process Regression based Dynamical Models Learning Algorithm for Target Tracking
Mengwei Sun, Mike E. Davies, Ian K. Proudler +1
Maneuvering target tracking is a challenging problem for sensor systems because of the unpredictability of the targets' motions. This paper proposes a novel data-driven method for…
Adaptive Kernel Kalman Filter
Mengwei Sun, Mike E. Davies, Ian K. Proudler +1
Sequential Bayesian filters in non-linear dynamic systems require the recursive estimation of the predictive and posterior distributions. This paper introduces a Bayesian filter ca…