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Home < Resources < Digital Data Acquisition and Analysis
Technical Articles and Resource Materials in Digital Data Acquisition and Analysis
recommended reading for students in TTi courses 194, 196 and 197-5
Demonstration Programs and Tools
The Demonstration programs and calculators used by Strether Smith in his TTi courses are available for download, free of charge. Register here for a password. Log in here if you already have your user name and password.
- Aliasing Demonstration
- Demonstrates principles of aliasing, spectral folding, and the reduction of aliasing errors with an analog low-pass (anti-alias) filter.
- AC-Coupling Demonstration
- Demonstrates the effect of AC-Coupling a sine and square signal with and without offset.
Updated July 2008
- Convolution Demonstration
- Demonstrates the Convolution Process.
Updated April 2008
- Closed-Loop Control Demonstration
- Demonstrates the effects of signal frequency and gain on closed-loop-control.
NEW Aug. 2008
- Digitizing Error Demonstration
- Demonstrates the effect of digitization of data.
Updated July 2008 (Frequency analysis added)
- Fourier Transform Demonstration
- Demonstrates the calculations and the resulting filter shape of a single Fourier-Transform filter at 10 waves/buffer.
- Interpolation Demonstration
- Demonstrates the use of interpolation/resampling on a tachometer pulse acquired at 100,000 samples/second. The program reconstructs the time history by calculating the number of points requested between the original (acquired) values.
- Leakage Demonstration
- Demonstrates leakage of the Fourier-Transform filtering operation and the effect of applying several windows to the input time history.
Updated Nov. 2007
- Non-Linearity Demonstration (formerly Distortion Demonstration)
- Demonstrates the effects of several types of non-linearity on the time history and spectrum of a sine wave.
Updated July 2008
- Polynomial Fit Demonstration
- Demonstrates the fitting of data sets (including calibrations) with Polynomial Curves.
Updated July 2008
- Pulse-Alias Demonstration
- Demonstrates the effect of undersampling (violating Shannon's rule) on a Pulse Time History.
NEW Nov. 2007
- Running-Average Filter Demonstration
- Demonstrates the effect on the time history and spectrum of a running-average (convolution) filter.
NEW August, 2008
- Shock-Alias Demonstration
- Demonstrates the effect of undersampling (violating Shannon's rule) on a broadband Pyroshock Time History.
Updated Nov. 2009
- Shock Filter Effects Demonstration
- Demonstrates the effect of low-pass filtering on a high-frequency shock time history and the need for large headroom for shock and other tests that have significant “out-of-band” response.
- Shock Saturation & Correction Demonstration
- Demonstrates the effect of saturation of signal and slew rate of out-of-band energy on a high-frequency shock time history and the need for large headroom for shock and other tests that have significant “out-of-band” frequency response.
NEW Nov. 2009
- Sigma Delta ADC Demonstration
Demonstrates the Sigma-Delta Analog-to-Digital Converter process.
Signal-Sound Demonstration
- Demonstrates audibly and graphically (in time and spectral form) a variety of waveforms.
Updated Nov. 2007
Spectral Plot Format Demonstration
- Demonstrates the effect of selecting linear or logarithmic frequency scales and linear, logarithmic, or dB magnitude scales on spectral plots.
NEW Nov. 2007
Square Wave Fourier and Butterworth Filter Demonstration
- Demonstrates the effect of several “perfect” low-pass filters on a square wave.
TOOLS
- dB Calculator
- Calculates magnitude ratios and their equivalent decibels.
- DOF-Chi2 Calculator
- Calculates a table of Gaussian-random-calculation reliability as a function of Confidence and Degrees of Freedom.
- Filter & Alias Analyzer
- Provides a general alias-protection analysis for a variety of popular analog low-pass filters.
Updated Nov. 2009
- Power Spectral Density Calculator
- A general-purpose Power Spectral Density Design and Calculation Tool.
New July 2008
- Sine Sweep System Characterization Program
- Characterizes the in-band-frequency behavior of a data acquisition system.
Updated Nov. 2009
Technical Articles
- Articles by TTi instructor Strether Smith
- Measure Any Parameter with a Single Platform (by Arik Ariav; be sure to read the comments following this article)
- Questions to Ask Before Choosing a DAQ Board
- An Improved Recursive Formula for Calculating Shock Response Spectra, by David Smallwood, 51st Shock and Vibration Bulletin, 1980. This paper, reprinted here by permission of the author, includes enough information to construct the Smallwood Algorithm, which has been adopted as the ISO standard for SRS analysis.
- A Mechanical Analyzer for the Prediction of Earthquake Stresses, by M.A. Biot, Bulletin of the Seismological Society of America, Vol. 31, No. 2, 1941. This article describes the genesis of the Shock Response Spectrum. The concept (analytically emulated) is the primary analysis tool used by the USGS for earthquake-damage assessment today.
Reference Material
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