dsp.StateLevels

State-level estimation for bilevel rectangular waveform

Description

The dsp.StateLevels object estimates the state levels of a bilevel rectangular waveform.

To estimate the state levels of a bilevel waveform:

  1. Create the dsp.StateLevels object and set its properties.

  2. Call the object with arguments, as if it were a function.

To learn more about how System objects work, see What Are System Objects? (MATLAB).

Creation

Description

example

sl = dsp.StateLevels creates a state-level estimation System object™, sl, that estimates state levels in a bilevel rectangular waveform using the histogram method with 100 bins.

sl = dsp.StateLevels(Name,Value) returns a StateLevels System object, sl, with each specified property set to the specified value.

Properties

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Unless otherwise indicated, properties are nontunable, which means you cannot change their values after calling the object. Objects lock when you call them, and the release function unlocks them.

If a property is tunable, you can change its value at any time.

For more information on changing property values, see System Design in MATLAB Using System Objects (MATLAB).

Minimum and maximum levels of the histogram. Specify the range of the histogram as a two-element real-valued row vector. Signal values outside the range defined by this property are ignored.

Dependencies

This property applies when you set the Method property to 'Histogram mode' or 'Histogram mean', and either RunningStateLevels is true, or the HistogramBoundsSource property is set to 'Property'.

Data Types: double

Source of histogram bounds. Specify how to determine the histogram bounds as one of 'Auto' or 'Property'. When you set this property to 'Auto', the histogram bounds are determined by the minimum and maximum input values. When you set this property to 'Property', the histogram bounds are determined by the value of the HistogramBounds property.

Dependencies

This property applies when you set the Method property to 'Histogram mode' or 'Histogram mean', and the RunningStateLevels property is false.

Number of bins in the histogram. Specify the number of bins in the histogram.

Dependencies

This property applies when you set the Method property to 'Histogram mode' or 'Histogram mean'.

Data Types: single | double | int8 | int16 | int32 | int64 | uint8 | uint16 | uint32 | uint64

Enable histogram output. Set this property to true to output the histogram used in the computation of the state levels.

Dependencies

This property applies when you set the Method property to 'Histogram mode' or 'Histogram mean'.

Algorithm used to compute state levels. Specify the method used to compute state levels as one of 'Histogram mean', 'Histogram mode', or 'Peak to peak'.

Calculation over successive calls to the algorithm. Set this property to true to enable computation of the state levels over successive calls to the algorithm. Otherwise, the object computes the state levels of only the current input. When you set the RunningStateLevels property to false and you are using a histogram to compute your state levels, you must set the HistogramBoundsSource property to 'Property'.

Usage

Description

example

levels = sl(x) returns a two-element row vector, levels, containing the estimated state levels for the input, x.

[levels,histogram] = sl(x) returns a double-precision column vector, histogram, containing the histogram of the sample values in x. You can obtain this output only when you set the Method property to either 'Histogram mean' or 'Histogram mode', and you set the HistogramOutputPort property to true.

Input Arguments

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Input data, specified as a real-valued column vector.

Data Types: double

Output Arguments

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State levels, returned as a two-element row vector.

Data Types: double

Object Functions

To use an object function, specify the System object as the first input argument. For example, to release system resources of a System object named obj, use this syntax:

release(obj)

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plotPlot signal, state levels, and histogram
stepRun System object algorithm
releaseRelease resources and allow changes to System object property values and input characteristics
resetReset internal states of System object

Examples

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Compute and plot the state levels of a 2.3 V underdamped noisy clock. Load the clock data in the variable, x, and the sampling instants in the variable t.

Note: If you are using R2016a or an earlier release, replace each call to the object with the equivalent step syntax. For example, obj(x) becomes step(obj,x).

load('clockex.mat','x','t');

Estimate the state levels.

sl = dsp.StateLevels;
levels = sl(x);

Plot the clock data along with the estimated state levels and histograms.

plot(sl)

More About

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Algorithms

The dsp.StateLevels System object uses the histogram method to estimate the states of a bilevel waveform. The histogram method is described in [1]. To summarize the method:

  1. Determine the maximum and minimum amplitudes and amplitude range of the data.

  2. For the specified number of histogram bins, determine the bin width as the ratio of the amplitude range to the number of bins.

  3. Sort the data values into the histogram bins.

  4. Identify the lowest-indexed histogram bin, ilow, and highest-indexed histogram bin, ihigh, with nonzero counts.

  5. Divide the histogram into two subhistograms. The lower-histogram bins are ilowi ≤ 1/2(ihighilow).

    The upper-histogram bins are ilow + 1/2(ihighilow) ≤ iihigh.

  6. Compute the state levels by determining the mode or mean of the lower and upper histograms.

References

[1] IEEE® Standard on Transitions, Pulses, and Related Waveforms, IEEE Standard 181, 2003, pp. 15–17.

Extended Capabilities

See Also

System Objects

Introduced in R2012a