Subject Code: EC6L024	Name: Array Signal Processing	L-T-P: 3-0-0	Credit: 3
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: Harry L. Van Trees, Optimum Array Processing (Part IV of Detection, Estimation, and Modulation Theory), Wiley-Interscience, 2002. Reference Books: Dan E. Dugeon and Don H. Johnson. (1993). Array Signal Processing: Concepts and Techniques. Prentice Hall. Petre Stoica and Randolph L. Moses. (2005, 1997) Spectral Analysis of Signals. Prentice Hall.

Subject Code: EC6L024

Name: Array Signal Processing

L-T-P: 3-0-0

Credit: 3

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:

Harry L. Van Trees, Optimum Array Processing (Part IV of Detection, Estimation, and Modulation Theory), Wiley-Interscience, 2002.

Reference Books:

Dan E. Dugeon and Don H. Johnson. (1993). Array Signal Processing: Concepts and

Techniques. Prentice Hall.

Petre Stoica and Randolph L. Moses. (2005, 1997) Spectral Analysis of Signals. Prentice Hall.