Title :
Experimentation and Analysis: SigLab/MATLAB Data Acquisition Experiments for Signals and Systems
Author :
Cavicchi, Thomas J.
Author_Institution :
Dept. of Electr. & Comput. Eng., Grove City Coll., PA, USA
Abstract :
A set of experiments and associated analysis are presented that use Spectral Dynamics´ SigLab data acquisition unit and MATLAB. These experiments reinforce ideas in the signals and systems course and related courses, as well as provide additional practice in MATLAB programming and in analysis. Topics include sampling and aliasing, modes, dynamic system modeling, frequency response, discrete Fourier transform, power spectrum, and autocorrelation and cross correlation. One unique feature of these experiments is a significant integration of basic signal processing analysis to explain phenomena and to predict and evaluate measurements. Most or all experiments can be easily adapted so that they can alternatively be performed using the MATLAB Data Acquisition Toolbox and a data acquisition board.
Keywords :
computer aided instruction; correlation methods; data acquisition; discrete Fourier transforms; educational courses; electrical engineering computing; electrical engineering education; frequency response; mathematics computing; signal sampling; MATLAB data acquisition toolbox; MATLAB programming; SigLab data acquisition unit; autocorrelation; cross correlation; discrete Fourier transform; dynamic system modeling; frequency response; power spectrum; signal aliasing; signal processing analysis; signal sampling; signals course; spectral dynamics; systems course; Data acquisition; Digital signal processing; Discrete Fourier transforms; Instruments; Laboratories; MATLAB; Mathematical model; Signal analysis; Signal processing; Signal sampling; Circuit modeling; circuit transient analysis; correlation; data acquisition; discrete Fourier transforms; electrical engineering education; frequency-domain analysis; laboratory experiments; signal analysis; signal sampling;
Journal_Title :
Education, IEEE Transactions on
DOI :
10.1109/TE.2005.852595