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Added linear digital filters
Linear digital filter class based on code from FRC team 341 Change-Id: I4c5198e36a089e08a6d054bf1bf80392def27e23
This commit is contained in:
committed by
Peter Johnson
parent
6c89f34e44
commit
e15ca5a414
@@ -19,13 +19,17 @@ import edu.wpi.first.wpilibj.CANJaguar;
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import edu.wpi.first.wpilibj.DigitalInput;
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import edu.wpi.first.wpilibj.DigitalOutput;
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import edu.wpi.first.wpilibj.Jaguar;
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import edu.wpi.first.wpilibj.PIDSource;
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import edu.wpi.first.wpilibj.Relay;
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import edu.wpi.first.wpilibj.Servo;
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import edu.wpi.first.wpilibj.Talon;
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import edu.wpi.first.wpilibj.Victor;
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import edu.wpi.first.wpilibj.filters.LinearDigitalFilter;
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import edu.wpi.first.wpilibj.fixtures.AnalogCrossConnectFixture;
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import edu.wpi.first.wpilibj.fixtures.CANMotorEncoderFixture;
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import edu.wpi.first.wpilibj.fixtures.DIOCrossConnectFixture;
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import edu.wpi.first.wpilibj.fixtures.FilterNoiseFixture;
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import edu.wpi.first.wpilibj.fixtures.FilterOutputFixture;
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import edu.wpi.first.wpilibj.fixtures.MotorEncoderFixture;
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import edu.wpi.first.wpilibj.fixtures.RelayCrossConnectFixture;
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import edu.wpi.first.wpilibj.fixtures.TiltPanCameraFixture;
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@@ -79,6 +83,17 @@ public final class TestBench {
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public static final int DIOCrossConnectA2 = 7;
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public static final int DIOCrossConnectA1 = 6;
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// Filter constants
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public static final double kStdDev = 10.0;
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public static final double kFilterStep = 0.005;
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public static final double kFilterTime = 2.0;
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public static final double kSinglePoleIIRTimeConstant = 0.015915;
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public static final double kSinglePoleIIRExpectedOutput = -3.2172003;
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public static final double kHighPassTimeConstant = 0.006631;
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public static final double kHighPassExpectedOutput = 10.074717;
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public static final int kMovAvgTaps = 6;
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public static final double kMovAvgExpectedOutput = -10.191644;
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/** The Singleton instance of the Test Bench */
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private static TestBench instance = null;
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@@ -410,6 +425,86 @@ public final class TestBench {
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return encoderPortPairs;
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}
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/**
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* Constructs a new set of objects representing a single-pole IIR filter with
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* a noisy data source
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*
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* @return a single-pole IIR filter with a noisy data source
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*/
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public FilterNoiseFixture<LinearDigitalFilter> getSinglePoleIIRNoiseFixture() {
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return new FilterNoiseFixture<LinearDigitalFilter>() {
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@Override
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protected LinearDigitalFilter giveFilter(PIDSource source) {
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return LinearDigitalFilter.singlePoleIIR(source,
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kSinglePoleIIRTimeConstant,
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kFilterStep);
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}
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};
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}
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/**
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* Constructs a new set of objects representing a moving average filter with a
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* noisy data source using a linear digital filter
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*
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* @return a moving average filter with a noisy data source
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*/
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public FilterNoiseFixture<LinearDigitalFilter> getMovAvgNoiseFixture() {
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return new FilterNoiseFixture<LinearDigitalFilter>() {
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@Override
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protected LinearDigitalFilter giveFilter(PIDSource source) {
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return LinearDigitalFilter.movingAverage(source, kMovAvgTaps);
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}
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};
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}
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/**
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* Constructs a new set of objects representing a single-pole IIR filter with
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* a repeatable data source
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*
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* @return a single-pole IIR filter with a repeatable data source
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*/
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public FilterOutputFixture<LinearDigitalFilter> getSinglePoleIIROutputFixture() {
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return new FilterOutputFixture<LinearDigitalFilter>(kSinglePoleIIRExpectedOutput) {
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@Override
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protected LinearDigitalFilter giveFilter(PIDSource source) {
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return LinearDigitalFilter.singlePoleIIR(source,
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kSinglePoleIIRTimeConstant,
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kFilterStep);
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}
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};
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}
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/**
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* Constructs a new set of objects representing a high-pass filter with a
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* repeatable data source
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*
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* @return a high-pass filter with a repeatable data source
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*/
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public FilterOutputFixture<LinearDigitalFilter> getHighPassOutputFixture() {
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return new FilterOutputFixture<LinearDigitalFilter>(kHighPassExpectedOutput) {
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@Override
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protected LinearDigitalFilter giveFilter(PIDSource source) {
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return LinearDigitalFilter.highPass(source, kHighPassTimeConstant,
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kFilterStep);
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}
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};
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}
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/**
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* Constructs a new set of objects representing a moving average filter with a
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* repeatable data source using a linear digital filter
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*
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* @return a moving average filter with a repeatable data source
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*/
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public FilterOutputFixture<LinearDigitalFilter> getMovAvgOutputFixture() {
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return new FilterOutputFixture<LinearDigitalFilter>(kMovAvgExpectedOutput) {
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@Override
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protected LinearDigitalFilter giveFilter(PIDSource source) {
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return LinearDigitalFilter.movingAverage(source, kMovAvgTaps);
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}
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};
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}
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/**
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* Gets the singleton of the TestBench. If the TestBench is not already
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* allocated in constructs an new instance of it. Otherwise it returns the
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