From 1572f89fe30b674a62400276268961d884ba3f72 Mon Sep 17 00:00:00 2001 From: Sergii Pylypenko Date: Mon, 23 Nov 2015 20:49:48 +0200 Subject: [PATCH] SDL: improved gyroscope noise detection algorithm --- project/java/Accelerometer.java | 109 +++++++++++++-------- project/jni/application/test-gyro/icon.png | Bin 2130 -> 76210 bytes 2 files changed, 68 insertions(+), 41 deletions(-) diff --git a/project/java/Accelerometer.java b/project/java/Accelerometer.java index 9bceeca65..9a4d182dc 100644 --- a/project/java/Accelerometer.java +++ b/project/java/Accelerometer.java @@ -108,15 +108,32 @@ class AccelerometerReader implements SensorEventListener { public boolean invertedOrientation = false; - final float noiseMin[] = new float[] { -1.0f, -1.0f, -1.0f }; // Large initial values, they will only decrease - final float noiseMax[] = new float[] { 1.0f, 1.0f, 1.0f }; + // Noise filter with sane initial values, so user will be able + // to move gyroscope during the first 10 seconds, while the noise is measured. + // After that the values are replaced by noiseMin/noiseMax. + final float filterMin[] = new float[] { -0.05f, -0.05f, -0.05f }; + final float filterMax[] = new float[] { 0.05f, 0.05f, 0.05f }; - float noiseData[][] = new float[200][3]; - int noiseDataIdx = noiseData.length * 3 / 4; // Speed up first measurement, to converge to sane values faster - int noiseMovementDetected = 0; - float noiseMeasuredRange[] = null; - - static int noiseCounter = 0; + // The noise levels we're measuring. + // Large initial values, they will decrease, but never increase. + float noiseMin[] = new float[] { -1.0f, -1.0f, -1.0f }; + float noiseMax[] = new float[] { 1.0f, 1.0f, 1.0f }; + + // The gyro data buffer, from which we care calculating min/max noise values. + // The bigger it is, the more precise the calclations, and the longer it takes to converge. + float noiseData[][] = new float[200][noiseMin.length]; + int noiseDataIdx = 0; + + // When we detect movement, we remove last few values of the measured data. + // The movement is detected by comparing values to noiseMin/noiseMax of the previous iteration. + int movementBackoff = 0; + + // Difference between min/max in the previous measurement iteration, + // used to determine when we should stop measuring, when the change becomes negligilbe. + float measuredNoiseRange[] = null; + + // How long the algorithm is running, to stop it if it does not converge. + int measurementIteration = 0; public GyroscopeListener() { @@ -124,45 +141,52 @@ class AccelerometerReader implements SensorEventListener void collectNoiseData(final float[] data) { - for( int i = 0; i < 3; i++ ) + for( int i = 0; i < noiseMin.length; i++ ) { if( data[i] < noiseMin[i] || data[i] > noiseMax[i] ) { // Movement detected, this can converge our min/max too early, so we're discarding last few values - if( noiseMovementDetected < 0 ) + if( movementBackoff < 0 ) { int discard = 10; - if( -noiseMovementDetected < discard ) - discard = -noiseMovementDetected; + if( -movementBackoff < discard ) + discard = -movementBackoff; noiseDataIdx -= discard; if( noiseDataIdx < 0 ) noiseDataIdx = 0; } - noiseMovementDetected = 10; + movementBackoff = 10; return; } noiseData[noiseDataIdx][i] = data[i]; } - noiseMovementDetected--; - if( noiseMovementDetected >= 0 ) + movementBackoff--; + if( movementBackoff >= 0 ) return; // Also discard several values after the movement stopped noiseDataIdx++; if( noiseDataIdx < noiseData.length ) return; - noiseCounter++; - Log.i( "SDL", "GYRO_NOISE: Measuring in progress... " + noiseCounter ); // DEBUG - if( noiseCounter > 15 ) + measurementIteration++; + Log.d( "SDL", "GYRO_NOISE: Measuring in progress... " + measurementIteration ); + if( measurementIteration > 5 ) { - Log.i( "SDL", "GYRO_NOISE: Measuring done! Max iteration reached " + noiseCounter ); // DEBUG + // We've collected enough data to use our noise min/max values as a new filter + System.arraycopy(noiseMin, 0, filterMin, 0, filterMin.length); + System.arraycopy(noiseMax, 0, filterMax, 0, filterMax.length); + } + if( measurementIteration > 15 ) + { + Log.d( "SDL", "GYRO_NOISE: Measuring done! Maximum number of iterations reached: " + measurementIteration ); noiseData = null; - noiseMeasuredRange = null; + measuredNoiseRange = null; + return; } noiseDataIdx = 0; boolean changed = false; - for( int i = 0; i < 3; i++ ) + for( int i = 0; i < noiseMin.length; i++ ) { float min = 1.0f; float max = -1.0f; @@ -173,7 +197,7 @@ class AccelerometerReader implements SensorEventListener if( max < noiseData[ii][i] ) max = noiseData[ii][i]; } - // Increase the range a bit, for conservative noise filtering + // Increase the range a bit, for safe conservative filtering float middle = (min + max) / 2.0f; min += (min - middle) * 0.2f; max += (max - middle) * 0.2f; @@ -181,44 +205,47 @@ class AccelerometerReader implements SensorEventListener // and min/max range is not jumping outside of previously measured range if( max - min < noiseMax[i] - noiseMin[i] && min >= noiseMin[i] && max <= noiseMax[i] ) { - noiseMax[i] = (noiseMax[i] + max * 4.0f) / 5.0f; + // Move old min/max closer to the measured min/max, but do not replace the values altogether noiseMin[i] = (noiseMin[i] + min * 4.0f) / 5.0f; + noiseMax[i] = (noiseMax[i] + max * 4.0f) / 5.0f; changed = true; } } - Log.i( "SDL", "GYRO_NOISE: MIN MAX: " + Arrays.toString(noiseMin) + " " + Arrays.toString(noiseMax) ); // DEBUG + Log.d( "SDL", "GYRO_NOISE: MIN MAX: " + Arrays.toString(noiseMin) + " " + Arrays.toString(noiseMax) ); if( !changed ) return; - // Determine when to stop measuring - check that the previous min/max range is close to the current one + // Determine when to stop measuring - check that the previous min/max range is close enough to the current one - float range[] = new float[3]; - for( int i = 0; i < 3; i++ ) + float range[] = new float[noiseMin.length]; + for( int i = 0; i < noiseMin.length; i++ ) range[i] = noiseMax[i] - noiseMin[i]; - Log.i( "SDL", "GYRO_NOISE: RANGE: " + Arrays.toString(range) + " " + Arrays.toString(noiseMeasuredRange) ); // DEBUG + Log.d( "SDL", "GYRO_NOISE: RANGE: " + Arrays.toString(range) + " " + Arrays.toString(measuredNoiseRange) ); - if( noiseMeasuredRange == null ) + if( measuredNoiseRange == null ) { - noiseMeasuredRange = range; - return; + measuredNoiseRange = range; + return; // First iteration, skip further checks } - for( int i = 0; i < 3; i++ ) + for( int i = 0; i < range.length; i++ ) { - if( noiseMeasuredRange[i] / range[i] > 1.2f ) + if( measuredNoiseRange[i] / range[i] > 1.2f ) { - noiseMeasuredRange = range; + measuredNoiseRange = range; return; } } - // We converged to the final min/max, stop measuring + // We converged to the final min/max filter values, stop measuring + System.arraycopy(noiseMin, 0, filterMin, 0, filterMin.length); + System.arraycopy(noiseMax, 0, filterMax, 0, filterMax.length); noiseData = null; - noiseMeasuredRange = null; - Log.i( "SDL", "GYRO_NOISE: Measuring done! Range converged on iteration " + noiseCounter ); // DEBUG + measuredNoiseRange = null; + Log.d( "SDL", "GYRO_NOISE: Measuring done! Range converged on iteration " + measurementIteration ); } public void onSensorChanged(final SensorEvent event) @@ -231,15 +258,15 @@ class AccelerometerReader implements SensorEventListener for( int i = 0; i < 3; i++ ) { - if( data[i] < noiseMin[i] ) + if( data[i] < filterMin[i] ) { filtered = false; - data[i] -= noiseMin[i]; + data[i] -= filterMin[i]; } - else if( data[i] > noiseMax[i] ) + else if( data[i] > filterMax[i] ) { filtered = false; - data[i] -= noiseMax[i]; + data[i] -= filterMax[i]; } } diff --git a/project/jni/application/test-gyro/icon.png b/project/jni/application/test-gyro/icon.png index b3614e149b4e5b115e67ae2b5f22c814513b8576..590057daf4a61484f8e5ec35c8d847726199a912 100644 GIT binary patch literal 76210 zcmeAS@N?(olHy`uVBq!ia0y~yU{q&dU<}}3V_;zTTf4)8fq_A?#5JNMI6tkVJh3R1 z!7(L2DOJHUH!(dmC^a#qvhZZ84FjWQh^LEVNX4x;d)a5CUJq5<<;VB^PEG#Nb??@_ zTX)WLZGz{t6whrNb2b>V%{FXvH#*Gl`Pt)x4=Q<*B_#Is8~l(w(~!vaq57EPG0&oH 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