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Indoor/sensors/offline/OfflineAndroid.h
FrankE a2c9e575a2 huge commit
- worked on about everything
- grid walker using plugable modules
- wifi models
- new distributions
- worked on geometric data-structures
- added typesafe timestamps
- worked on grid-building
- added sensor-classes
- added sensor analysis (step-detection, turn-detection)
- offline data reader
- many test-cases
2016-08-29 08:18:44 +02:00

201 lines
4.3 KiB
C++

#ifndef OFFLINEANDROID_H
#define OFFLINEANDROID_H
#include <fstream>
#include <string>
#include "../../Assertions.h"
#include "../../math/Interpolator.h"
#include "../../geo/Point3.h"
#include "../../data/Timestamp.h"
#include "../radio/WiFiMeasurements.h"
template <typename SensorData> struct OfflineEntry {
Timestamp ts;
SensorData data;
/** ctor */
OfflineEntry(const Timestamp ts, const SensorData& data) : ts(ts), data(data) {;}
};
struct GroundTruthID {
int id;
GroundTruthID() {;}
GroundTruthID(const int id) : id(id) {;}
};
struct WalkedPath {
std::vector<Point3> pos_cm;
};
/** read recorded android sensor data files */
class OfflineAndroid {
private:
std::vector<OfflineEntry<WiFiMeasurements>> wifi;
std::vector<OfflineEntry<GroundTruthID>> groundTruth;
WalkedPath walkedPath;
public:
/** ctor */
OfflineAndroid(const std::string& file) {
parse(file);
}
/** get all ground truth readings */
const std::vector<OfflineEntry<GroundTruthID>>& getGroundTruth() const {return groundTruth;}
/** get all WiFi readings */
const std::vector<OfflineEntry<WiFiMeasurements>>& getWiFi() const {return wifi;}
/** get the walked path */
const WalkedPath& getWalkedPath() const {return walkedPath;}
/** get the interpolated walked path */
Interpolator<Timestamp, Point3> getWalkedPathInterpolatorCM() const {
Assert::equal(getWalkedPath().pos_cm.size(), getGroundTruth().size(), "entry-number mismatch!");
Interpolator<Timestamp, Point3> interpol;
for (const OfflineEntry<GroundTruthID>& entry : getGroundTruth()) {
interpol.add(entry.ts, getWalkedPath().pos_cm[entry.data.id]);
}
return interpol;
}
private:
void parse(const std::string& file) {
// open the stream
std::ifstream inp(file);
// sanity check
if (!inp.is_open() || inp.bad() || inp.eof()) {throw Exception("failed to open " +file);}
// parse one line
while(!inp.eof()) {
// temporals
uint64_t ts;
char delim;
int32_t sensorID = 999999; // avoids issues with the last line
std::string sensorData;
// read from file
inp >> ts;
inp >> delim;
inp >> sensorID;
inp >> delim;
inp >> sensorData;
if (delim == 0) {break;}
parse(Timestamp::fromMS(ts), sensorID, sensorData);
}
}
/** parse the given data */
void parse(const Timestamp ts, const int32_t sensorID, const std::string& sensorData) {
// how to parse
switch(sensorID) {
case 8: {
OfflineEntry<WiFiMeasurements> entry(ts, parseWiFi(sensorData));
wifi.push_back(entry);
break;
}
case 99: {
OfflineEntry<GroundTruthID> entry (ts, parseGroundTruthTick(sensorData));
groundTruth.push_back(entry);
break;
}
case 100: {
walkedPath = parseWalkedPath(sensorData);
break;
}
}
}
/** parse the given WiFiObservation string "MAC;freq;RSSI;MAC;freq;RSSI;...." */
static inline WiFiMeasurements parseWiFi(std::string data) {
WiFiMeasurements obs;
// process all APs
while(!data.empty()) {
const std::string mac = data.substr(0, 17);
data = data.substr(17);
assert(data[0] == ';'); data = data.substr(1);
const std::string freq = data.substr(0, 4);
data = data.substr(4);
assert(data[0] == ';'); data = data.substr(1);
const int pos = data.find(';');
const std::string rssi = data.substr(0, pos);
data = data.substr(pos);
assert(data[0] == ';'); data = data.substr(1);
const WiFiMeasurement e(mac, std::stof(rssi));
obs.entries.push_back(e);
}
return obs;
}
/** parse the given GroundTruth entry */
static inline GroundTruthID parseGroundTruthTick(const std::string& data) {
GroundTruthID id;
const int pos = data.find(';');
id.id = std::stoi(data.substr(0, pos));
return id;
}
/** parse the given WalkedPath string "x,y,z;x,y,z;x,y,..." */
static inline WalkedPath parseWalkedPath(std::string data) {
WalkedPath path;
// process all points
while(!data.empty()) {
const int pos1 = data.find(',');
const int pos2 = data.find(',', pos1+1);
const int pos3 = data.find(';', pos2+1);
const std::string x = data.substr(0, pos1);
const std::string y = data.substr(pos1+1, pos2-pos1-1);
const std::string z = data.substr(pos2+1, pos3-pos2-1);
path.pos_cm.push_back(Point3(std::stof(x), std::stof(y), std::stof(z)));
data = data.substr(pos3+1);
}
return path;
}
};
#endif // OFFLINEANDROID_H