TOBB EKONOMİ VE TEKNOLOJİ ÜNİVERSİTESİ
Department of Electrical-Electronics Engineering
ELE 675 Array Signal Processing
Fall 2014-2015
Professor: Assoc. Prof. Dr. Ali Cafer Gürbüz
Lectures: Tuesdays 8:30-10-20, Thursdays 10:30-12:20
Recommended Text:
D.H. Johnson and J.E. Dudgeon, Array Signal Processing: Concepts and
Techniques, Prentice Hall, 1993
H.L. Van Trees, Optimum Array Processing (Part IV of Detection, Estimation, and
Modulation Theory), Wiley 2002 (Not Required)
Topics
Propagating Waves - Wavenumber-Frequency Space - Apertures - Delay-and-Sum
Beamforming for Plane Waves - Delay-and-Sum Beamforming for Spherical Waves Filter-and-Sum Beamforming - Bandlimited Signals - Conventional Narrowband
Beamforming - Conventional Wideband Beamforming - Stochastic Narrowband
Models - Signal to Noise - Temporal Averaging - Spatial Averaging and Co-Arrays Constrained Optimization - MVDR Beamforming - Pisarenko Harmonic
Decomposition - Subspace Decompositions - Eigenvalue Method and MUSIC - Root
MUSIC - ESPRIT - Robust Constrained Optimization - Nonrandom Parameter
Estimation - Properties of Estimators
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TOBB EKONOMİ VE TEKNOLOJİ ÜNİVERSİTESİ Department of