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Indoor/math/MovingMedianTS.h
frank 284c6b11a6 many changes
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
2017-10-31 19:38:08 +01:00

75 lines
1.4 KiB
C++

#ifndef MOVINGMEDIANTS_H
#define MOVINGMEDIANTS_H
#include <vector>
#include <algorithm>
#include "../data/Timestamp.h"
template <typename T> class MovingMedianTS {
private:
/** timestamp -> value combination */
struct Entry {
Timestamp ts;
T value;
Entry(const Timestamp ts, const T& value) : ts(ts), value(value) {;}
};
/** the regional window to use */
Timestamp window;
/** the value history for the window-size */
std::vector<Entry> history;
public:
/** ctor with the window-size to use */
MovingMedianTS(const Timestamp window) : window(window) {
}
/** add a new value */
void add(const Timestamp ts, const T data) {
// append to history
history.push_back(Entry(ts, data));
// remove too-old history entries
const Timestamp oldest = ts - window;
while(history.front().ts < oldest) {
// remove from history
history.erase(history.begin());
}
}
/** get the current median */
T get() const {
const auto comp = [] (const Entry& a, const Entry& b) {
return a.value < b.value;
};
// create a sorted copy (slow, but works)
std::vector<Entry> copy = history;
std::sort(copy.begin(), copy.end(), comp);
// get the median
if (copy.size() % 2 != 0) {
return copy[(copy.size() + 0) / 2].value;
} else {
return (copy[copy.size() / 2 - 1].value + copy[copy.size() / 2 + 0].value) / 2;
}
}
};
#endif // MOVINGMEDIANTS_H