ECE 792-041 Statistical Methods for Signal Analytics Instructor: Chau-Wai Wong, chauwai.wong@ncsu.edu Objective: (1) To introduce various statistical tools and prepare students with solid background in signal processing related research, and (2) to engage students in real-world signal analytics tasks. Prerequisites: Any signal processing course. Basic programming skills. Corequisites: Random Processes. Time & Location: 2 meetings per week @ EB2 Textbooks: S. Haykin, Adaptive Filter Theory, Eds. 3, 4, or 5, Pearson. M. Hayes, Statistical Digital Signal Processing ...
COURSE INFORMATON Course Title Code Semester L+P Hour Credits ECTS Statistical and Adaptive Digital Signal Processing BME561 (3+0+0) 3 10 Prerequisites - Language of English Instruction Course Level Master's Degree Course Type Technical Elective Course Coordinator Prof. Ali Umit Keskin Instructors Assist. Prof. Gokhan Ertas Assistants Goals To provide knowledge on applications of statistical and adaptive signal processing techniques to biomedical engineering Fundamentals of discrete time signal processing, random variables, vectors and sequences, discrete random processes, stationary discrete time ...
VII SEMESTER ELECTRONICS Elective – I : Digital Image Processing Unit 1 Digital Image Fundamentals Components of Image Processing System. , Image Sensing and Acquisition, Image Sampling & Quantization, Spatial and Gray Level Resolution, Basic Relationships between Pixels. Statistical parameters, Measures and their significance, Mean, standard deviation, variance, SNR, PSNR etc. Prof. Vijay V. Chakole, Department of Electronics Engineering, KDKCE, Nagpur Page 1 VII SEMESTER ELECTRONICS Elective – I : Digital Image Processing Introduction Signal processing is a discipline in ...
Fundamentals of Statistical Signal Processing Volume II Detection Theory Steven M. Kay University of Rhode Island PH PTR Prentice Hall PTR Upper Saddle River, New Jersey 07458 http://www.phptr.com Contents 1 Introduction 1 1.1 Detection Theory in Signal Processing 1 1.2 The Detection Problem 7 1.3 The Mathematical Detection Problem 8 1.4 Hierarchy of Detection Problems 13 1.5 Role of Asymptotics 14 1.6 Some Notes to the Reader 15 2 Summary of Important ...
Fundamentals of Statistical Signal Processing: Estimation Theory Steven M. Kay University of Rhode Island For book and bookstore information http://www.phptr.com Prentice Hall PTR Upper Saddle River, New Jersey 07458 Contents Preface xi 1 Introduction 1 1.1 Estimation in Signal Processing 1 1.2 The Mathematical Estimation Problem 7 1.3 Assessing Estimator Performance 9 1.4 Some Notes to the Reader 12 2 Minimum Variance Unbiased Estimation 15 2.1 Introduction 15 2.2 Summary 15 2 ...
PDF | 0.09 MB | Free Download
