Covariance Visualization

ECE 3522 - Stochastic Processes in Signals and Systems

Problem Today we introduce multivariable sample spaces. We will learn more about covariance or how closely two sets of data are correlated. Using MatLab we will be able to construct some random sets of data and observe the covariance. Specifically we will utilize MatLab’s 3D visualization tool to observe the... [Read More]
Tags: random, correlation, covariance, statistics, speech, software, matlab, programming

DC Motor Model For PID Feedback Control In MATLAB Simulink

ECE 3412 - Classic Control Systems

Problem Lab 5, we experiment with feedback in a control system using an external controller. Feedback control is important since we often cannot alter the intrinsic characteristics of hardware, i.e. the DC motor used in Lab 4. In software, it is possible to simulate the response with different damping and... [Read More]
Tags: matlab, simulink, arduino, hardware, programming, signal

Experimental Approach To DC Motor System Identification From Step Response

ECE 3412 - Classic Control Systems

Introduction In this experiment we will be introduced to open loop motor control. The point of this experiment is to use the tools at our disposal, i.e. MatLab and Simulink, to obtain the transfer function of the motors velocity using the data obtained experimentally. This lab also serves as an... [Read More]
Tags: matlab, simulink, arduino, hardware, programming, signal, motor, control

Model Fitting

ECE 3522 - Stochastic Processes in Signals and Systems

Problem Class assignment four has us exploring the distribution fits laid out in chapter four and seeing how they fit real world data sets. We again use our speech signal and google stock as a basis for our analyses. From chapter four we are introduced to a number of distributions:... [Read More]
Tags: random, mean, histogram, pdf, distribution, statistics, speech, software, matlab, programming