Estimation of Signals and Systems

Course Description :

Introduction, Probability Theory, Random Processes and Linear Systems, Linear Signal Models, Linear Mean Square Error Estimation, Auto Correlation and Power Spectrum Estimation, Introduction to Adaptive Filters, Kalman Filter, Linear Regression-Recursive Least Squares.

Other Resources :

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Other Signals Systems Courses

• Networks Signals and Systems By: IIT Kharagpur
• Structure and Interpretation of Systems and Signals (Fall 2008) By: UC Berkeley
• Digital Signal Processing (IITKharagpur) By: IIT Kharagpur
• The Fourier Transform and its Applications By: Stanford University
• Communication Engineering By: IIT Delhi
• Adaptive Signal Processing By: IIT Kharagpur
• Wireless Communication By: IIT Delhi
• Principles of Digital Communications I By: MIT OCW
• Introduction to Linear Dynamical Systems By: Stanford University
• Principles of Digital Communication II By: MIT OCW

 

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