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authorSven Gothel <[email protected]>2014-06-19 17:03:28 +0200
committerSven Gothel <[email protected]>2014-06-19 17:03:28 +0200
commitd9a584844a60542519d813b5dc1a62428f14a0ae (patch)
tree942c10a5ebcd0aab65e9d6facb59778468f39d3b /LibOVR/Src/OVR_SensorCalibration.cpp
Add OculusSDK 0.3.2 Linux Source Code w/o Samples, docs or binaries (libs or tools)
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+/************************************************************************************
+
+Filename : OVR_SensorCalibration.cpp
+Content : Calibration data implementation for the IMU messages
+Created : January 28, 2014
+Authors : Max Katsev
+
+Copyright : Copyright 2014 Oculus VR, Inc. All Rights reserved.
+
+Licensed under the Oculus VR Rift SDK License Version 3.1 (the "License");
+you may not use the Oculus VR Rift SDK except in compliance with the License,
+which is provided at the time of installation or download, or which
+otherwise accompanies this software in either electronic or hard copy form.
+
+You may obtain a copy of the License at
+
+http://www.oculusvr.com/licenses/LICENSE-3.1
+
+Unless required by applicable law or agreed to in writing, the Oculus VR SDK
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+
+*************************************************************************************/
+
+#include "OVR_SensorCalibration.h"
+#include "Kernel/OVR_Log.h"
+#include "Kernel/OVR_Threads.h"
+#include <time.h>
+
+namespace OVR {
+
+using namespace Alg;
+
+const UByte VERSION = 2;
+const UByte MAX_COMPAT_VERSION = 15;
+
+SensorCalibration::SensorCalibration(SensorDevice* pSensor)
+ : MagCalibrated(false), GyroFilter(6000), GyroAutoTemperature(0)
+{
+ this->pSensor = pSensor;
+};
+
+void SensorCalibration::Initialize()
+{
+ // read factory calibration
+ pSensor->GetFactoryCalibration(&AccelOffset, &GyroAutoOffset, &AccelMatrix, &GyroMatrix, &GyroAutoTemperature);
+
+ // if the headset has an autocalibrated offset, prefer it over the factory defaults
+ GyroOffsetReport gyroReport;
+ bool result = pSensor->GetGyroOffsetReport(&gyroReport);
+ if (result && gyroReport.Version != GyroOffsetReport::Version_NoOffset)
+ {
+ GyroAutoOffset = (Vector3f) gyroReport.Offset;
+ GyroAutoTemperature = (float) gyroReport.Temperature;
+ }
+
+ // read the temperature tables and prepare the interpolation structures
+ result = pSensor->GetAllTemperatureReports(&TemperatureReports);
+ OVR_ASSERT(result);
+ for (int i = 0; i < 3; i++)
+ Interpolators[i].Initialize(TemperatureReports, i);
+
+ // read the mag calibration
+ MagCalibrationReport report;
+ result = pSensor->GetMagCalibrationReport(&report);
+ MagCalibrated = result && report.Version > 0;
+ MagMatrix = report.Calibration;
+ if (!MagCalibrated)
+ {
+ // OVR_ASSERT(false);
+ LogError("Magnetometer calibration not found!\n");
+ }
+}
+
+void SensorCalibration::DebugPrintLocalTemperatureTable()
+{
+ LogText("TemperatureReports:\n");
+ for (int i = 0; i < (int)TemperatureReports.GetSize(); i++)
+ {
+ for (int j = 0; j < (int)TemperatureReports[i].GetSize(); j++)
+ {
+ TemperatureReport& tr = TemperatureReports[i][j];
+
+ LogText("[%d][%d]: Version=%3d, Bin=%d/%d, "
+ "Sample=%d/%d, TargetTemp=%3.1lf, "
+ "ActualTemp=%4.1lf, "
+ "Offset=(%7.2lf, %7.2lf, %7.2lf), "
+ "Time=%d\n", i, j, tr.Version,
+ tr.Bin, tr.NumBins,
+ tr.Sample, tr.NumSamples,
+ tr.TargetTemperature,
+ tr.ActualTemperature,
+ tr.Offset.x, tr.Offset.y, tr.Offset.z,
+ tr.Time);
+ }
+ }
+}
+
+void SensorCalibration::DebugClearHeadsetTemperatureReports()
+{
+ OVR_ASSERT(pSensor != NULL);
+
+ bool result;
+
+ Array<Array<TemperatureReport> > temperatureReports;
+ pSensor->GetAllTemperatureReports(&temperatureReports);
+
+ OVR_ASSERT(temperatureReports.GetSize() > 0);
+ OVR_ASSERT(temperatureReports[0].GetSize() > 0);
+
+ TemperatureReport& tr = TemperatureReports[0][0];
+
+ tr.ActualTemperature = 0.0;
+ tr.Time = 0;
+ tr.Version = 0;
+ tr.Offset.x = tr.Offset.y = tr.Offset.z = 0.0;
+
+ for (UByte i = 0; i < tr.NumBins; i++)
+ {
+ tr.Bin = i;
+
+ for (UByte j = 0; j < tr.NumSamples; j++)
+ {
+ tr.Sample = j;
+
+ result = pSensor->SetTemperatureReport(tr);
+ OVR_ASSERT(result);
+
+ // Need to wait for the tracker board to finish writing to eeprom.
+ Thread::MSleep(50);
+ }
+ }
+}
+
+void SensorCalibration::Apply(MessageBodyFrame& msg)
+{
+ AutocalibrateGyro(msg);
+
+ // compute the interpolated offset
+ Vector3f gyroOffset;
+ for (int i = 0; i < 3; i++)
+ gyroOffset[i] = (float) Interpolators[i].GetOffset(msg.Temperature, GyroAutoTemperature, GyroAutoOffset[i]);
+
+ // apply calibration
+ msg.RotationRate = GyroMatrix.Transform(msg.RotationRate - gyroOffset);
+ msg.Acceleration = AccelMatrix.Transform(msg.Acceleration - AccelOffset);
+ if (MagCalibrated)
+ msg.MagneticField = MagMatrix.Transform(msg.MagneticField);
+}
+
+void SensorCalibration::AutocalibrateGyro(MessageBodyFrame const& msg)
+{
+ const float alpha = 0.4f;
+ // 1.25f is a scaling factor related to conversion from per-axis comparison to length comparison
+ const float absLimit = 1.25f * 0.349066f;
+ const float noiseLimit = 1.25f * 0.03f;
+
+ Vector3f gyro = msg.RotationRate;
+ // do a moving average to reject short term noise
+ Vector3f avg = (GyroFilter.IsEmpty()) ? gyro : gyro * alpha + GyroFilter.PeekBack() * (1 - alpha);
+
+ // Make sure the absolute value is below what is likely motion
+ // Make sure it is close enough to the current average that it is probably noise and not motion
+ if (avg.Length() >= absLimit || (avg - GyroFilter.Mean()).Length() >= noiseLimit)
+ GyroFilter.Clear();
+ GyroFilter.PushBack(avg);
+
+ // if had a reasonable number of samples already use it for the current offset
+ if (GyroFilter.GetSize() > GyroFilter.GetCapacity() / 2)
+ {
+ GyroAutoOffset = GyroFilter.Mean();
+ GyroAutoTemperature = msg.Temperature;
+ // After ~6 seconds of no motion, use the average as the new zero rate offset
+ if (GyroFilter.IsFull())
+ StoreAutoOffset();
+ }
+}
+
+void SensorCalibration::StoreAutoOffset()
+{
+ const double maxDeltaT = 2.5;
+ const double minExtraDeltaT = 0.5;
+ const UInt32 minDelay = 24 * 3600; // 1 day in seconds
+
+ // find the best bin
+ UPInt binIdx = 0;
+ for (UPInt i = 1; i < TemperatureReports.GetSize(); i++)
+ if (Abs(GyroAutoTemperature - TemperatureReports[i][0].TargetTemperature) <
+ Abs(GyroAutoTemperature - TemperatureReports[binIdx][0].TargetTemperature))
+ binIdx = i;
+
+ // find the oldest and newest samples
+ // NB: uninitialized samples have Time == 0, so they will get picked as the oldest
+ UPInt newestIdx = 0, oldestIdx = 0;
+ for (UPInt i = 1; i < TemperatureReports[binIdx].GetSize(); i++)
+ {
+ // if the version is newer - do nothing
+ if (TemperatureReports[binIdx][i].Version > VERSION)
+ return;
+ if (TemperatureReports[binIdx][i].Time > TemperatureReports[binIdx][newestIdx].Time)
+ newestIdx = i;
+ if (TemperatureReports[binIdx][i].Time < TemperatureReports[binIdx][oldestIdx].Time)
+ oldestIdx = i;
+ }
+ TemperatureReport& oldestReport = TemperatureReports[binIdx][oldestIdx];
+ TemperatureReport& newestReport = TemperatureReports[binIdx][newestIdx];
+ OVR_ASSERT((oldestReport.Sample == 0 && newestReport.Sample == 0 && newestReport.Version == 0) ||
+ oldestReport.Sample == (newestReport.Sample + 1) % newestReport.NumSamples);
+
+ bool writeSuccess = false;
+ UInt32 now = (UInt32) time(0);
+ if (now - newestReport.Time > minDelay)
+ {
+ // only write a new sample if the temperature is close enough
+ if (Abs(GyroAutoTemperature - oldestReport.TargetTemperature) < maxDeltaT)
+ {
+ oldestReport.Time = now;
+ oldestReport.ActualTemperature = GyroAutoTemperature;
+ oldestReport.Offset = (Vector3d) GyroAutoOffset;
+ oldestReport.Version = VERSION;
+ writeSuccess = pSensor->SetTemperatureReport(oldestReport);
+ OVR_ASSERT(writeSuccess);
+ }
+ }
+ else
+ {
+ // if the newest sample is too recent - _update_ it if significantly closer to the target temp
+ if (Abs(GyroAutoTemperature - newestReport.TargetTemperature) + minExtraDeltaT
+ < Abs(newestReport.ActualTemperature - newestReport.TargetTemperature))
+ {
+ // (do not update the time!)
+ newestReport.ActualTemperature = GyroAutoTemperature;
+ newestReport.Offset = (Vector3d) GyroAutoOffset;
+ newestReport.Version = VERSION;
+ writeSuccess = pSensor->SetTemperatureReport(newestReport);
+ OVR_ASSERT(writeSuccess);
+ }
+ }
+
+ // update the interpolators with the new data
+ // this is not particularly expensive call and would only happen rarely
+ // but if performance is a problem, it's possible to only recompute the data that has changed
+ if (writeSuccess)
+ for (int i = 0; i < 3; i++)
+ Interpolators[i].Initialize(TemperatureReports, i);
+}
+
+const TemperatureReport& median(const Array<TemperatureReport>& temperatureReportsBin, int coord)
+{
+ Array<double> values;
+ values.Reserve(temperatureReportsBin.GetSize());
+ for (unsigned i = 0; i < temperatureReportsBin.GetSize(); i++)
+ if (temperatureReportsBin[i].ActualTemperature != 0)
+ values.PushBack(temperatureReportsBin[i].Offset[coord]);
+ if (values.GetSize() > 0)
+ {
+ double med = Median(values);
+ // this is kind of a hack
+ for (unsigned i = 0; i < temperatureReportsBin.GetSize(); i++)
+ if (temperatureReportsBin[i].Offset[coord] == med)
+ return temperatureReportsBin[i];
+ // if we haven't found the median in the original array, something is wrong
+ OVR_DEBUG_BREAK;
+ }
+ return temperatureReportsBin[0];
+}
+
+void OffsetInterpolator::Initialize(Array<Array<TemperatureReport> > const& temperatureReports, int coord)
+{
+ int bins = (int) temperatureReports.GetSize();
+ Temperatures.Clear();
+ Temperatures.Reserve(bins);
+ Values.Clear();
+ Values.Reserve(bins);
+
+ for (int bin = 0; bin < bins; bin++)
+ {
+ OVR_ASSERT(temperatureReports[bin].GetSize() == temperatureReports[0].GetSize());
+ const TemperatureReport& report = median(temperatureReports[bin], coord);
+ if (report.Version > 0 && report.Version <= MAX_COMPAT_VERSION)
+ {
+ Temperatures.PushBack(report.ActualTemperature);
+ Values.PushBack(report.Offset[coord]);
+ }
+ }
+}
+
+double OffsetInterpolator::GetOffset(double targetTemperature, double autoTemperature, double autoValue)
+{
+ const double autoRangeExtra = 1.0;
+ const double minInterpolationDist = 0.5;
+
+ // difference between current and autocalibrated temperature adjusted for preference over historical data
+ const double adjustedDeltaT = Abs(autoTemperature - targetTemperature) - autoRangeExtra;
+
+ int count = (int) Temperatures.GetSize();
+ // handle special cases when we don't have enough data for proper interpolation
+ if (count == 0)
+ return autoValue;
+ if (count == 1)
+ {
+ if (adjustedDeltaT < Abs(Temperatures[0] - targetTemperature))
+ return autoValue;
+ else
+ return Values[0];
+ }
+
+ // first, find the interval that contains targetTemperature
+ // if all points are on the same side of targetTemperature, find the adjacent interval
+ int l;
+ if (targetTemperature < Temperatures[1])
+ l = 0;
+ else if (targetTemperature >= Temperatures[count - 2])
+ l = count - 2;
+ else
+ for (l = 1; l < count - 2; l++)
+ if (Temperatures[l] <= targetTemperature && targetTemperature < Temperatures[l+1])
+ break;
+ int u = l + 1;
+
+ // extend the interval if it's too small and the interpolation is unreliable
+ if (Temperatures[u] - Temperatures[l] < minInterpolationDist)
+ {
+ if (l > 0
+ && (u == count - 1 || Temperatures[u] - Temperatures[l - 1] < Temperatures[u + 1] - Temperatures[l]))
+ l--;
+ else if (u < count - 1)
+ u++;
+ }
+
+ // verify correctness
+ OVR_ASSERT(l >= 0 && u < count);
+ OVR_ASSERT(l == 0 || Temperatures[l] <= targetTemperature);
+ OVR_ASSERT(u == count - 1 || targetTemperature < Temperatures[u]);
+ OVR_ASSERT((l == 0 && u == count - 1) || Temperatures[u] - Temperatures[l] > minInterpolationDist);
+ OVR_ASSERT(Temperatures[l] <= Temperatures[u]);
+
+ // perform the interpolation
+ double slope;
+ if (Temperatures[u] - Temperatures[l] >= minInterpolationDist)
+ slope = (Values[u] - Values[l]) / (Temperatures[u] - Temperatures[l]);
+ else
+ // avoid a badly conditioned problem
+ slope = 0;
+ if (adjustedDeltaT < Abs(Temperatures[u] - targetTemperature))
+ // use the autocalibrated value, if it's close
+ return autoValue + slope * (targetTemperature - autoTemperature);
+ else
+ return Values[u] + slope * (targetTemperature - Temperatures[u]);
+}
+
+} // namespace OVR