Subject Code: EC6L024 | Name: Array Signal Processing | L-T-P: 3-0-0 | Credit: 3 |
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Introduction: Array Processing and Applications Arrays and Spatial Filters: Uniform Linear Array, Array Steering, Array Performance, Linear Aperture Synthesis of Linear Arrays and Apertures: Spectral Weighting, Array Polynomials, Minimum Beamwidth, Null Steering, Spatially Non-uniform Linear Arrays, Broadband Arrays Planar Arrays and Apertures: Rectangular Arrays, Circular Arrays, Circular Apertures, Non-planar Arrays Characterization of Space-time Processes: Snapshot Models, Space-time Random Process Optimum Waveform Estimation: Optimum Beamformers, MVDR and MPDR Beamformers, LCMV and LCMP Beamformers, Eigenspace Beamformer, Beamspace Beamformer, Broadband Beamformer Adaptive Beamformers: Parametric Estimation, RLS, LMS, Gradient Algorithms Parameter Estimation and Direction of Arrival Estimation: Cramer-Rao Bounds, Maximum Likelihood Estimation, Capon methods, Subspace methods - MUSIC, Minimum-Norm and ESPRIT techniques. Prerequisites: None Text Books:
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