【課程訊息】8/7(二)「統計訊號處理及通訊導論」由交大電子系 桑梓賢/ 簡鳳村 共同主講,報名網址:http://submic.ee.nctu.edu.tw/curriculum/curriculum.php…
課程大綱:
1.Random Processes
1.1Probability Basics
1.2Definition of a Random Process
1.3Stationary and Wide-Sense Stationary (WSS) Random Processes
1.4WSS Processes in Linear Systems
1.5Power Spectral Density
1.6White Noise Processes
1.7Jointly Gaussian Random Variables
1.8Gaussian Processes
1.9Examples
2.Estimation Theory
2.1Minimum Variance Unbiased Estimator
2.2Cramer-Rao Lower Bound
2.3Sufficient Statistics
2.4Best Linear Unbiased Estimator
2.5Maximum Likelihood Estimator
2.6Moments Estimator
2.7Least Squares Estimator
2.8Minimum Mean Square Error Estimator
2.9Maximum A Posteriori Estimator
3.Detection Theory
3.1Statistical Detection Theory
3.2Neyman-Pearson Theorem
3.3Maximum Likelihood Detector
3.4Maximum Likelihood Detector
3.5Bayes Risk
3.6Composite Hypothesis Testing
4.Basic digital communication
4.1Linear Systems
4.2Signal Space
4.3Modulation
4.4Optimal Receiver
4.5Performance Analysis
4.6Pass-band Systems
4.7Channel Effects and Equalization
5.Information Theory and Channel Coding
5.1Measure of Information
5.2Channel Model and Channel Capacity
5.3Shannon’s Information Theory
5.4Linear Block Codes
5.5Convolutional Codes
5.6Advanced Coding
6.Fading Channels
6.1Channel Characterization
6.2Time Selective Fading
6.3Frequency Selective Fading
6.4Slow/Fast Fading
7.Selected Topics
7.1OFDM
7.2MIMO
