#include "track.h" #define WINDOW_EF 3 #define WINDOW_SE 11 #define WINDOW_SF 7 #define WINDOW_HE 11 #define WINDOW_HF 3 static bool lt(const GraphPoint &v1, const GraphPoint &v2) { return v1.y() < v2.y(); } static qreal median(QVector v) { qSort(v.begin(), v.end(), lt); return v.at(v.size() / 2).y(); } static qreal MAD(QVector v, qreal m) { for (int i = 0; i < v.size(); i++) v[i].setY(qAbs(v.at(i).y() - m)); qSort(v.begin(), v.end(), lt); return v.at(v.size() / 2).y(); } static QVector eliminate(const QVector &v, int window) { QList rm; QVector ret; qreal m, M; if (v.size() < window) return QVector(v); for (int i = window/2; i < v.size() - window/2; i++) { m = median(v.mid(i - window/2, window)); M = MAD(v.mid(i - window/2, window), m); if (qAbs((0.6745 * (v.at(i).y() - m)) / M) > 3.5) rm.append(i); } QList::const_iterator it = rm.begin(); for (int i = 0; i < v.size(); i++) { if (it == rm.end() || *it != i) ret.append(v.at(i)); else it++; } return ret; } static QVector filter(const QVector &v, int window) { qreal acc = 0; QVector ret; if (v.size() < window) return QVector(v); for (int i = 0; i < window; i++) acc += v.at(i).y(); for (int i = 0; i <= window/2; i++) ret.append(GraphPoint(v.at(i).s(), v.at(i).t(), acc/window)); for (int i = window/2 + 1; i < v.size() - window/2; i++) { acc += v.at(i + window/2).y() - v.at(i - (window/2 + 1)).y(); ret.append(GraphPoint(v.at(i).s(), v.at(i).t(), acc/window)); } for (int i = v.size() - window/2; i < v.size(); i++) ret.append(GraphPoint(v.at(i).s(), v.at(i).t(), acc/window)); return ret; } Track::Track(const QVector &data) : _data(data) { qreal dist = 0; _distance.append(0); _time.append(0); for (int i = 1; i < data.count(); i++) { dist += data.at(i).coordinates().distanceTo(data.at(i-1).coordinates()); _distance.append(dist); if (data.first().hasTimestamp() && data.at(i).hasTimestamp()) _time.append(_data.first().timestamp().msecsTo( _data.at(i).timestamp()) / 1000.0); else _time.append(NAN); } } Graph Track::elevation() const { QVector raw; if (!_data.size()) return raw; for (int i = 0; i < _data.size(); i++) if (_data.at(i).hasElevation()) raw.append(GraphPoint(_distance.at(i), _time.at(i), _data.at(i).elevation())); return filter(raw, WINDOW_EF); } Graph Track::speed() const { QVector raw; qreal v, ds, dt; if (!_data.size()) return raw; raw.append(GraphPoint(_distance.at(0), _time.at(0), 0)); for (int i = 1; i < _data.size(); i++) { if (_data.at(i).hasSpeed()) v = _data.at(i).speed(); else if (_data.at(i).hasTimestamp() && _data.at(i-1).hasTimestamp()) { dt = _time.at(i) - _time.at(i-1); if (!dt) continue; ds = _distance.at(i) - _distance.at(i-1); v = ds / dt; } else continue; raw.append(GraphPoint(_distance.at(i), _time.at(i), v)); } return filter(eliminate(raw, WINDOW_SE), WINDOW_SF); } Graph Track::heartRate() const { QVector raw; if (!_data.size()) return raw; for (int i = 0; i < _data.count(); i++) if (_data.at(i).hasHeartRate()) raw.append(GraphPoint(_distance.at(i), _time.at(i), _data.at(i).heartRate())); return filter(eliminate(raw, WINDOW_HE), WINDOW_HF); } Graph Track::temperature() const { QVector raw; for (int i = 0; i < _data.size(); i++) if (_data.at(i).hasTemperature()) raw.append(GraphPoint(_distance.at(i), _time.at(i), _data.at(i).temperature())); return Graph(raw); } qreal Track::distance() const { return (_distance.isEmpty()) ? 0 : _distance.last(); } qreal Track::time() const { return (_data.size() < 2) ? 0 : (_data.first().timestamp().msecsTo(_data.last().timestamp()) / 1000.0); } QDateTime Track::date() const { return (_data.size()) ? _data.first().timestamp() : QDateTime(); }