Instructor: Panagiotis Tsakalides, Research Assistant Professor

Department of Electrical Engineering - Systems
Signal and Image Processing Institute, Room EEB 430
University of Southern California
Los Angeles, California 90089-2564

phone: 213-740-6432
fax: 213-740-4651
e-mail: tsakalid@sipi.usc.edu

Office Hours: Monday and Thursday 2:00-3:30 pm or by appointment.

Required Text: Array Signal Processing: Concepts and techniques , Don H. Johnson - Dan E. Dudgeon, Prentice Hall, 1993.

Prerequisites: Introductory courses in digital signal processing (e.g., USC's EE483) and random processes (e.g., USC's EE562a.)

Course Description:

• Introduction
  • Signals in space and time
  • Spatial Sampling
• Beamforming Techniques
• Optimal Array Processing
  • Optimization criteria
  • Detection
  • Parameter estimation
• Adaptive Antenna Arrays
  • Linearly-constrained array processing
  • Generalized sidelobe cancelling
  • Eigenanalysis Methods (MUSIC, ESPRIT, etc.)
• Advanced Topics
  • Radar: Space-time adaptive processing
  • Communications: Smart antennas in mobile communications

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