frank
284c6b11a6
added new helper class for 3x3 matrices and vec3 added magnetometer data added compass detection refactored pose-estimation (single class) refactored debug plots (move to own class) minor changes
113 lines
3.3 KiB
C++
113 lines
3.3 KiB
C++
#ifndef INDOOR_IMU_COMPASSDETECTION_H
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#define INDOOR_IMU_COMPASSDETECTION_H
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#include "MagnetometerData.h"
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#include "PoseDetection.h"
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#include "../../data/Timestamp.h"
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#include "../../math/MovingAverageTS.h"
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#include "../../math/MovingStdDevTS.h"
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#include "../../geo/Point3.h"
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#include "../../Assertions.h"
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#include "CompassDetectionPlot.h"
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#include <cmath>
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#include <vector>
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/**
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* custom compass implementation, similar to turn-detection
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*/
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class CompassDetection {
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private:
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#ifdef WITH_DEBUG_PLOT
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CompassDetectionPlot plot;
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#endif
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// struct {
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// Eigen::Matrix3f rotationMatrix = Eigen::Matrix3f::Identity();
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// bool isKnown = false;
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// Timestamp lastEstimation;
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// } orientation;
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MovingAverageTS<MagnetometerData> avgIn = MovingAverageTS<MagnetometerData>(Timestamp::fromMS(150), MagnetometerData(0,0,0));
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//MovingStdDevTS<MagnetometerData> stdDev = MovingStdDevTS<MagnetometerData>(Timestamp::fromMS(2000), MagnetometerData(0,0,0));
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MovingStdDevTS<float> stdDev = MovingStdDevTS<float>(Timestamp::fromMS(1500), 0);
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PoseDetection* pose = nullptr;
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int numMagReadings = 0;
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public:
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/** ctor */
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CompassDetection(PoseDetection* pose) : pose(pose) {
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;
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}
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/** add magnetometer readings, returns the current heading, or NAN (if unstable/unknown) */
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float addMagnetometer(const Timestamp& ts, const MagnetometerData& mag) {
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++numMagReadings;
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// get the current magnetometer-reading as vector
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//Eigen::Vector3f vec; vec << mag.x, mag.y, mag.z;
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const Vector3 vec(mag.x, mag.y, mag.z);
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// rotate it into our desired coordinate system, where the smartphone lies flat on the ground
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//Eigen::Vector3f _curMag = pose->getMatrix() * vec;
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const Vector3 _curMag = pose->getMatrix() * vec;
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//avgIn.add(ts, MagnetometerData(_curMag(0), _curMag(1), _curMag(2)));
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avgIn.add(ts, MagnetometerData(_curMag.x, _curMag.y, _curMag.z));
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const MagnetometerData curMag = avgIn.get();
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//const MagnetometerData curMag =MagnetometerData(_curMag.x, _curMag.y, _curMag.z);
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// calculate standard-deviation
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//stdDev.add(ts, curMag);
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//const float dev = std::max(stdDev.get().x, stdDev.get().y);
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// calculate angle
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// https://aerocontent.honeywell.com/aero/common/documents/myaerospacecatalog-documents/Defense_Brochures-documents/Magnetic__Literature_Application_notes-documents/AN203_Compass_Heading_Using_Magnetometers.pdf
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const float mx = curMag.x;
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const float my = curMag.y;
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const float tmp = std::atan2(my, mx);
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//const float tmp = (my > 0) ? (M_PI*0.5 - std::atan(mx/my)) : (M_PI*1.5 - atan(mx/my));
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// http://www.magnetic-declination.com/
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// http://davidegironi.blogspot.de/2013/01/avr-atmega-hmc5883l-magnetometer-lib-01.html
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const float declination = 3.0f / 180.0f * M_PI; // GERMANY!
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const float curHeading = - tmp + declination;
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float resHeading;
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bool stable = true;
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// calculate standard-deviation within a certain timeframe
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stdDev.add(ts, curHeading);
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// if the standard-deviation is too high,
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// the compass is considered unstable
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if (numMagReadings < 250 || stdDev.get() > 0.30) {
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resHeading = NAN;
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stable = false;
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} else {
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resHeading = curHeading;
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stable = true;
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}
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#ifdef WITH_DEBUG_PLOT
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plot.add(ts, curHeading, stable, mag, curMag);
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#endif
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// done
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return resHeading;
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}
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};
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#endif // INDOOR_IMU_COMPASSDETECTION_H
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