Statistical Signal Processing Detection Estimation Theory Wenhui Xiong NCL UESTC
Statistical Signal Processing Detection & Estimation Theory Wenhui Xiong NCL UESTC
Outline ●Introduction Administration Information What is the Detection Estimation Problem? Applications of Detection Estimation Theory ●Varming Up--Review Vector Representation of Signal 。Stochastic Process 。Probability
Introduction Administration Information What is the Detection & Estimation Problem? Applications of Detection & Estimation Theory Warming Up---Review Vector Representation of Signal Stochastic Process Probability Outline 2
Admin.Info.(continue) 。Textbook: Steven M.Kay,Statistical Signal Processing vol.I, Steven M.Kay,Statistical Signal Processing vol.Il Prerequisite Probability ■Stochastic process ·Linear Algebra Signal System
Textbook: Steven M.Kay, Statistical Signal Processing vol. I, Steven M.Kay, Statistical Signal Processing vol. II Prerequisite Probability Stochastic process Linear Algebra Signal & System Admin. Info. (continue) 4
●Contents: Fundamentals on Detection Theory ·Hypothesis test Deterministic Random signal detection Signal with unknown parameters detection Fundamentals on Estimation Theory Deterministic unknown parameter estimation Random unknown parameter estimation
Contents: Fundamentals on Detection Theory • Hypothesis test • Deterministic & Random signal detection • Signal with unknown parameters detection Fundamentals on Estimation Theory • Deterministic unknown parameter estimation • Random unknown parameter estimation 5
Outline Introduction Administration Information What is the Detection Estimation Problem? Applications of Detection Estimation Theory 。Warming Up--Review Vector Representation of Signal 。Stochastic Process 。Probability
Introduction Administration Information What is the Detection & Estimation Problem? Applications of Detection & Estimation Theory Warming Up---Review Vector Representation of Signal Stochastic Process Probability Outline 6