Lectures on Probability and statistical signal processing

Text Book

An Introduction to Statistical Signal Processing

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Courses on the following Topics

Probabilistic Systems Analysis

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Lectures

Slides are pdf files, two slides to a page.

• Lecture Notes 0 Course Introduction 
• Lecture Notes 1 Basic Probability
• Lecture Notes 2 Random Variables
• Lecture Notes 3 Multiple Random Variables 
• Lecture Notes 4 Expectation 
• Lecture Notes 5 Transforms 
• Lecture Notes 6 Limit Theorems 
• Lecture Notes 7 Random Processes 

Signal Processing and Linear Systems I

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Lectures

Slides are pdf files, four slides to a page.  Lecture 1   Lecture 2   Lecture 3   Lecture 4   Lecture 4 Supplement on time invariance   Lecture 5   Lecture 5 Supplement on Extended Linearity and Superposition   Lecture 6   Lecture 7  Lecture 8  Lecture 9   Lecture 10   Lecture 11   Lecture 12   Lecture 13   Lecture 14   Lecture 15   Lecture 16   Lecture 17   Lecture 18   Lecture 19

Applications Lectures

 Applications 1: Introduction to Radar  Applications 2: Introduction to Spread Spectrum  Applications 3: Doppler Ultrasound  Applications 5: Beamforming

Tutorials in Communication and Signal Processing

Tutorial 1 - Basic concepts in signal analysis, power, energy and spectrum (Revised Oct 2008)

Tutorial 2 - What is Differential Phase Shift Keying

Tutorial 3 - What is the DVB-S standard, a simplified version

Tutorial 4 - Fourier Analysis Made easy - Part 1

Tutorial 5 - Fourier Analysis Made easy - Part 2

Tutorial 6 - Fourier Analysis Made Easy - Part 3

Tutorial 7 - Hilbert Transform and the Complex Envelope

Tutorial 8 - All About Modulation - Part 1

Tutorial 9 - Baseband, Passband and Amplitude Modulation (AM)

Tutorial 10 - All about Traveling Wave Tube Amplifiers (TWTA) and non-linear amplification

Tutorial 11 - Link Budgets 101

Tutorial 12 - Convolutional Coding and Decoding Made Easy

Tutorial 13 - Coding Concepts and Block Coding

Tutorial 14 - Inter Symbol Interference (ISI) and Raised cosine filtering

Tutorial 15 - How to interpret an Eye diagram

Tutorial 16 - Partial Response signaling and Quadrature Partial Response (QPR) modulation

Tutorial 17 - Frequency Modulation (FM) , FSK, MSK and more

Tutorial 18 - Unlocking the Phase Locked Loop (PLL) - Part 1

Tutorial 19 - Unlocking the Phase Locked Loop (PLL) - Part 2

Tutorial 20 - Modulation performance metrics and computation of BER

Tutorial 21 - Linear Time Invariant systems and Matched filtering

Tutorial 22 - Orthogonal Frequency Division Multiplex (OFDM, DMT)

Tutorial 23a - About Lattice and cosets

Tutorial 23b - Trellis coded Modulation (TCM)

Tutorial 24 - Turbo Coding and MAP Decoding, Part 1 ,Part 2 - The MAP decoding algorithm, step-by-step Companion worksheet

Tutorial 25 - CDMA

Tutorial 26 - Filters, analog, digital and adaptive equilization