Term: Fall 2006
Instructor: Balu Santhanam
Pre-requisites: ECE-439, ECE-340, Linear algebra, Working knowledge of MATLAB
Course Abstract: Space-time signal model, wave equations, 4D Fourier transforms, spatial filtering, wave-number frequency response, beamforming, DOA estimation, subspace methods, adaptive antenna arrays, generalized sidelobe canceler, applications in radar systems, wireless communications
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Class Notes
[Expand]Space-Time Signals & Linear Arrays
Notes: Space-Time Signals & Model Example:Dispersion Example: Separable Random Field Example: Spherical Symmetry Example: Isotropic Cylindrical Noise [Expand]Apertures & Arrays
Aperture Smoothing Function Example: Circular Aperture Example: Linear Array Example: Co-Array Computation [Expand]Beamforming & Space-Time Filtering
Conventional Beamforming On the Pereiodogram Array Gain Optimization Minimum Variance Beamforming More on Minimum Variance Beamforming Discrete TIme Beamforming [Expand]Subspace DOA Estimation & Constrained Optimization
Subspace DOA Estimation Comparison of MVDR and LP DOA Estimation Effect of Signal Coherence Constrained Optimization Robust Constrained Optimization |