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Signal Processing Topics

ACK
In telecommunications, this is the acknowledge character in many data codes; used most commonly for an affirmative response of correct receipt.
Angular Rate Sensor
A sensor that measures rotational velocity around its sensitive axis.
Anti-Aliasing Filter
A device that attenuates signal content outside the desired bandwidth.
Asymmetric Waveform
A waveform that has unequal excursions above and below the horizontal axis.
Autocorrelation
The autocorrelation function gives a measure of the extent to which a signal correlates with a displaced version of itself, as a function of the displacement.
Autocovariance
This is the degree to which a function is correlated with itself as a function of time.
Autospectrum
A spectrum with the coefficients of the components expressed as the square of the magnitudes
Band Stop Filter
An electronic network which passes signals having frequencies above and below the band-elimination frequency span.
Bandpass Filter
An electronic network which transfers through it a specific band of signal frequencies.
Bandwidth
The bandwidth of a filter is the separation between the lower and upper frequencies at which the amplitude of a sinusoidal signal is attenuated by a factor of 2.
Bandwidth Time Product
Used in calculating the confidence limit of a measurement.
Blackman Window
A weighting that is applied in the time domain to reduce leakage within a Fourier Transform analysis.
Blackman-Harris Window
A weighting that is applied in the time domain to reduce leakage within a Fourier Transform analysis. The Blackman-Harris window has much the same performance as the Kaiser-Bessel window, except that it suppreses the sidelobes more than 92dB at a cost of an 11% wider noise bandwidth.
Bohman Window
A weighting that is applied in the time domain to reduce leakage within a Fourier Transform analysis.
Campbell Diagram
A mathematically constructed diagram used to check for coincidence of vibration sources with natural resonances.
Cauchy Window
A weighting that is applied in the time domain to reduce leakage within a Fourier Transform analysis.
Cepstrum
A cepstrum is a time history defined as the power spectrum of the logarithm of the Power spectrum.
Chirp
A chirp is a sound that has a rapid increase in frequency.
Circular Frequency
The frequency of a steady recurring phenomenum in radians per second.
Clipper Circuit
A circuit that blocks or removes the portion of a voltage waveform above some threshold voltage.
Coherence
This gives a measure of the linear dependence between signal A and B.
Colourmap
This is a method of plotting noise or vibration versus engine speed and frequency simultaneously.
Constant Percentage Bandwidth Filter
A band-pass filter whose bandwidth is a constant percentage of centre frequency. 1/3 octave filters are constant percentage bandwidth.
Control System
A group of components systematically organized to perform a specific control purpose.
Convolution
Convolution meaning ..intertwined, coiled…
Correlation
Generally speaking, a similarity between data; the extent to which data are related.
Covariance
A measure of the joint variability of a pair of numeric variables.
Crest Factor
Peak value divided by the R.M.S. value, used as a measure of the severity of a segment of data.
Cross Correlation
The cross-correlation function gives a measure of the extent to which two signals correlate with each other as a function of the time displacement between them.
Cross Spectrum
The cross spectrum Fxy(f) of fx(t) and fy(t) is the forward Fourier Transform of the cross correlation function Rxy(T). The cross spectrum is in general complex.
DAC
Abbreviation of Digital-to-Analogue Converter.
DAQ
Abbreviation of Data Acquisition.
Data Acquisition
Collecting and measuring electrical signals from sensors, transducers, and test probes or fixtures and inputting them to a computer for processing.
Data Processing
The execution of a systematic sequence of operations performed upon data. Synonymous with information processing.
Date Stamp
Information added to data to indicate the date at which it was collected.
DC Component
The dc value of an waveform that has a value other than zero.
Degenerative Feedback
Feedback in which the feedback signal is out of phase with the input signal.
Delta-Sigma Modulating ADC
A high-accuracy circuit that samples at a higher rate and lower resolution than is needed and pushes the quantization noise above the frequency range of interest.
Digital Signal Processing
The term used for calculations performed on digital signals.
Digital-to-Analogue Converter
Converts a digital number into a corresponding analogue voltage or current.
Discrete Fourier Transform
The digital version of the fourier transform.
Dropout
Any discrete variation in signal level during the reproduction of recorded data which results in a data-reduction error.
Fast Fourier Transform
An algorithm, or digital calculation routine, that efficiently calculates the discrete Fourier transform from the sampled time waveform.
Filter
Any of various electric, electronic, acoustic, or optical devices used to reject signals, vibrations, or radiation of certain frequencies while passing others.
Finite Impulse Response Filter
A commonly used type of digital filter. Digitized samples of the audio signal serve as inputs, and each filtered output is computed from a weighted sum of a finite number of previous inputs.
FIR Filter
A commonly used type of digital filter. Digitized samples of the audio signal serve as inputs, and each filtered output is computed from a weighted sum of a finite number of previous inputs.
Flattop Window
An amplitude weighting of the time signal used with gated continuous signals to give them a slow onset and cut-off in order to reduce the generation of side lobes in their frequency spectrum.
Fourier Analysis
A mathematical analysis of waves, discovered by the French mathematician Fourier (1768-1830).
Fourier Transform
The mathematically rigorous operation which transforms from the time domain to the frequency domain and vice versa.
Gaussian Noise
Another name for Random Noise.
G Weighted Overall Level
This purportedly reflects human response to infrasound.
Hamming Window
An amplitude weighting of the time signal used with gated continuous signals to give them a slow onset and cut-off in order to reduce the generation of side lobes in their frequency spectrum.
Hanning Window
An amplitude weighting of the time signal used with gated continuous signals to give them a slow onset and cut-off in order to reduce the generation of side lobes in their frequency spectrum.
Hanning-Poisson Window
A weighting that is applied in the time domain to reduce leakage within a Fourier Transform analysis.
Harmonic Analysis
Statistical method for determining the amplitude and period of certain harmonic or wave components in a set of data with the aid of Fourier series.
Image Frequency
An undesired frequency capable of producing the desired frequency through heterodyning.
Infinite Impulse Response Filter
A commonly used type of digital filter. This recursive structure accepts as inputs digitized samples of the audio signal, and then each output point is computed on the basis of a weighted sum of past output (feedback) terms, as well as past input values.
Instantaneous Amplitude
The amplitude at any given point along a wave at a specific instant in time.
Instantaneous Value
The magnitude at any particular instant when a value is continually varying with respect to time.
Integrating ADC
An ADC whose output code represents the average value of the input voltage over a given time interval.
Interaural Cross-Correlation Coefficient
The measure of the difference in the sounds arriving at the two ears of a listener.
Kaiser Bessel Window
A weighting that is applied in the time domain to reduce leakage within a Fourier Transform analysis.
Kalman Filter
A technique for estimating an unknown state of a linear dynamic system given observations of the system which have additive (Gaussian) noise.
Linear Distortion
Magnitude and phase distortion.
Lower Frequency Cutoff
The lowest frequency a circuit will pass.
Lower Sideband
All difference frequencies below that of the carrier.
Mark
An interval during which a signal is present.
Minimum Discernible Signal
The weakest input signal that produces a usable signal at the output of a receiver.
Modulated Wave
A complex wave consisting of a carrier and a modulating wave.
Multiplexing
A method for simultaneous transmission of two or more signals over a common carrier wave.
Nonlinear Distortion
New spectral components are produced.
Notch Filter
An electronic network which passes signals having frequencies above and below the band-elimination frequency span.
Overdriven
When the input signal amplitude is increased to the point that the transistor goes into saturation and cutoff.
Overmodulation
A condition that exists when the peaks of the modulating signal are limited.
PAM
Abbreviation of Pulse Amplitude Modulation
PDM
Abbreviation of Pulse Duration Modulation.
Percent of Modulation
The degree of modulation defined in terms of the maximum permissible amount of modulation.
Periodic Wave
A waveform that undergoes a pattern of changes, returns to its original pattern, and then repeats the same pattern of changes.
PFM
Abbreviation of Pulse Frequency Modulation.
Phase Modulation
Angle modulation in which the phase of the carrier is controlled by the modulating waveform.
Positive Alternation
The part of a sine wave that is above the reference line.
Positive Feedback
Feedback in which the feedback signal is in phase with the input signal.
Power Standing Wave Ratio
The ratio of the square of the maximum and minimum values of a wave.
PPM
Abbreviation of Pulse Position Modulation.
PSWR
Abbreviation of Power Standing Wave Ratio.
PTM
Abbreviation of Pulse Time Modulation.
Pulse
Signal characterized by a steep rise from and decay toward an initial level.
Pulse Amplitude Modulation
Pulse modulation in which the amplitude of the pulses is varied by the modulating signal.
Pulse Duration
The period of time during which a pulse is present.
Pulse Duration Modulation
Pulse modulation in which the time duration of the pulses is changed by the modulating signal.
Pulse Frequency Modulation
Pulse modulation in which the modulating voltage varies the repetition rate of a pulse train.
Pulse Modulation
A form of modulation in which one of the characteristics of a pulse train is varied.
Pulse Oscillator
A sine-wave oscillator that is turned on and off at specific times.
Pulse Position Modulation
Pulse modulation in which the position of the pulses is varied by the modulating voltage.
Pulse Time Modulation
Pulse modulation that varies one of the time characteristics of a pulse train.
Pulse Width
Duration of time between the leading and trailing edges of a pulse.
Pulse Width Modulation
Pulse modulation in which the duration of the pulses is varied by the modulating voltage.
PWM
Abbreviation of Pulse Width Modulation.
Quantization Error
When a continuous time signal is digitized, because there isn′t an infinite number of discrete digital levels, the difference between the actual analog value and the digital representation of that value is defined as the quantization error.
Rectangular Window
An amplitude weighting used to truncate continuous time signals to fit within the length of the DFT window.
Recursive Filter
A filter in which there is no need to store past measurements for the purpose of calculating current estimates.
Rest Frequency
The carrier frequency during the constant-amplitude portions of a phase modulation signal.
Ringing Oscillator
A sine-wave oscillator that is turned on and off at specific times.
Ripple Frequency
The frequency of the ripple current.
Selectivity
The ability of a receiver to select the desired signal and reject unwanted signals.
Shaping Circuit
A circuit that alters the shapes of input waveforms.
Signal Ground
The common return or reference point for analog signals.
Spectrum
A spectrum is a definition of the magnitude of the frequency components that constitute a quantity.
Spectrum Analyser
An instrument for measuring, and usually recording, the spectrum of a signal.
Splatter
Unwanted sideband frequencies that are generated from over modulation.
Standing Wave Ratio
The ratio of the maximum to the minimum points of a wave.
Step by Step Counter
A counter that provides an output for each cycle of the input in one-step increments.
SWR
Abbreviation of Standing Wave Ratio.
Time History
A continuous record of the variation of a physical quantity (e.g. displacement, acceleration, force, etc.) with time.
Tracking Filter
A low-pass or band-pass filter which automatically tracks the input signal.
Trigger
A short pulse, either positive or negative, that can be used to cause an electronic function to take place.
Turnover Frequency
Also known as Nyquist Frequency.
Velocity Servosystem
A servosystem which controls the speed of the load it is driving.
Waterfall Plot
A series of spectral maps taken at regular intervals of time or at regularly spaced shaft speeds, similar to the flow of a waterfall.
Waveform Analysis
Observation displays of voltage and current variations with respect to time or by harmonic analysis of complex signals.
Wavelet
The wavelet allows a rapidly changing time history (e.g. door slam noise) to be investigated in the frequency domain.
Windowing
An amplitude weighting of the time signal used with gated continuous signals to give them a slow onset and cut-off in order to reduce the generation of side lobes in their frequency spectrum.

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