some fixes [multithreading,..]
needed interface changes [new options] logger for android wifi-ap-optimization new test-cases
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@@ -77,5 +77,45 @@ TEST(LogDistanceCeilingModel, numCeilings) {
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}
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TEST(LogDistanceCeilingModel, numCeilingsFloat) {
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// dummy floorplan
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Floorplan::Floor* f0 = new Floorplan::Floor(); f0->atHeight = 0;
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Floorplan::Floor* f1 = new Floorplan::Floor(); f1->atHeight = 3;
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Floorplan::Floor* f2 = new Floorplan::Floor(); f2->atHeight = 7;
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Floorplan::IndoorMap map;
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map.floors.push_back(f0);
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map.floors.push_back(f1);
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map.floors.push_back(f2);
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WiFiModelLogDistCeiling model(&map);
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const float d = 0.01;
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ASSERT_NEAR(0, model.numCeilingsBetweenFloat(Point3(0,0,-1), Point3(0,0,0)), d );
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ASSERT_NEAR(0, model.numCeilingsBetweenFloat(Point3(0,0,0), Point3(0,0,-1)), d );
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ASSERT_NEAR(0, model.numCeilingsBetweenFloat(Point3(0,0,0), Point3(0,0,1)), d );
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ASSERT_NEAR(0, model.numCeilingsBetweenFloat(Point3(0,0,1), Point3(0,0,0)), d );
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ASSERT_NEAR(0.5, model.numCeilingsBetweenFloat(Point3(0,0,-0.01), Point3(0,0,+0.50)), d );
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ASSERT_NEAR(0.5, model.numCeilingsBetweenFloat(Point3(0,0,+0.50), Point3(0,0,-0.01)), d );
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ASSERT_NEAR(0.2, model.numCeilingsBetweenFloat(Point3(0,0,2.99), Point3(0,0,3.20)), d );
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ASSERT_NEAR(0.2, model.numCeilingsBetweenFloat(Point3(0,0,3.20), Point3(0,0,2.99)), d );
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ASSERT_NEAR(1.0, model.numCeilingsBetweenFloat(Point3(0,0,6.99), Point3(0,0,8.33)), d );
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ASSERT_NEAR(1.0, model.numCeilingsBetweenFloat(Point3(0,0,8.33), Point3(0,0,6.99)), d );
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ASSERT_NEAR(2.0, model.numCeilingsBetweenFloat(Point3(0,0,0.00), Point3(0,0,8.33)), d );
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ASSERT_NEAR(2.0, model.numCeilingsBetweenFloat(Point3(0,0,8.33), Point3(0,0,0.00)), d );
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ASSERT_NEAR(0, model.numCeilingsBetweenFloat(Point3(0,0,7.00), Point3(0,0,99)), d );
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ASSERT_NEAR(1, model.numCeilingsBetweenFloat(Point3(0,0,0), Point3(0,0,7)), d );
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ASSERT_NEAR(3, model.numCeilingsBetweenFloat(Point3(0,0,-1), Point3(0,0,8)), d );
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}
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#endif
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@@ -90,11 +90,11 @@ TEST(WiFiGridModelLogDist, create) {
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model.addAP(ap3, WiFiModelLogDist::APEntry( Point3(0,20,0), -40, 1.5));
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model.addAP(ap4, WiFiModelLogDist::APEntry( Point3(20,20,0), -40, 1.5));
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std::vector<AccessPoint> aps = {
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AccessPoint(ap1), AccessPoint(ap2), AccessPoint(ap3), AccessPoint(ap4)
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};
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// std::vector<AccessPoint> aps = {
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// AccessPoint(ap1), AccessPoint(ap2), AccessPoint(ap3), AccessPoint(ap4)
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// };
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WiFiGridEstimator::estimate(grid, model, aps);
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WiFiGridEstimator::estimate(grid, model, 0);
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ASSERT_EQ(4, grid[0].getNumVisibleAPs()); // 4 APs visible at this node
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@@ -117,7 +117,7 @@ TEST(WiFiGridModelLogDist, create) {
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obs.entries.push_back(WiFiMeasurement(MACAddress("00:00:00:00:00:03"), -55, ts));
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obs.entries.push_back(WiFiMeasurement(MACAddress("00:00:00:00:00:04"), -55, ts));
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WiFiObserverGrid observer(5.0f);
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WiFiObserverGrid<TestNode190231> observer(5.0f);
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const TestNode190231& gn = grid.getNodeFor(GridPoint(1000,1000,0));
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const float p = observer.getProbability(gn, ts, obs);
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83
tests/sensors/radio/TestWiFiOptimizer.cpp
Normal file
83
tests/sensors/radio/TestWiFiOptimizer.cpp
Normal file
@@ -0,0 +1,83 @@
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#ifdef WITH_TESTS
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#include "../../Tests.h"
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#include "../../../sensors/radio/setup/WiFiOptimizer.h"
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#include "../../../sensors/radio/setup/WiFiFingerprint.h"
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#include "../../../misc/Debug.h"
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#include <random>
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/**
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* test the wifi-optimizer by generating synthetic fingerprints and optimizing parameters from them
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*/
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TEST(WiFiOptimizer, optimize) {
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const VAPGrouper vg(VAPGrouper::Mode::DISABLED, VAPGrouper::Aggregation::AVERAGE);
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const MACAddress mac1("00:00:00:00:00:01");
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const MACAddress mac2("00:00:00:00:00:02");
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const Point3 pos1(10, 12, 5);
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const Point3 pos2(20, -10, 2);
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// building with one floor at 3.0 meters
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Floorplan::IndoorMap map;
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Floorplan::Floor floor1; floor1.atHeight = 3.0f;
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Floorplan::FloorOutlinePolygon poly1; poly1.poly.points.push_back(Point2(-30, -30)); poly1.poly.points.push_back(Point2(+30, +30));
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floor1.outline.push_back(&poly1);
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map.floors.push_back(&floor1);
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// add the two APs to the model
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WiFiModelLogDistCeiling mdl(&map);
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mdl.addAP(mac1, WiFiModelLogDistCeiling::APEntry(pos1, -40, 2, -4));
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mdl.addAP(mac2, WiFiModelLogDistCeiling::APEntry(pos2, -40, 2, -4));
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// generate some (synthetic) fingerprints
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std::minstd_rand gen;
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std::vector<WiFiFingerprint> fingerprints;
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for (int i = 0; i < 50; ++i) {
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std::uniform_real_distribution<float> distX(-30, +30);
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std::uniform_real_distribution<float> distY(-30, +30);
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std::uniform_real_distribution<float> distZ( -9, +9);
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// get a random position and calculate the model RSSIs
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const Point3 randomPt(distX(gen), distY(gen), distZ(gen));
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const float rssi1 = mdl.getRSSI(mac1, randomPt);
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const float rssi2 = mdl.getRSSI(mac2, randomPt);
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// construct a corresponding synthetic fingerprint
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WiFiFingerprint fp(randomPt);
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fp.measurements.entries.push_back(WiFiMeasurement(AccessPoint(mac1), rssi1));
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fp.measurements.entries.push_back(WiFiMeasurement(AccessPoint(mac2), rssi2));
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fingerprints.push_back(fp);
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}
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WiFiOptimizer opt(&map, vg);
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for (const WiFiFingerprint& fp : fingerprints) {
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opt.addFingerprint(fp);
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}
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ASSERT_EQ(2, opt.getAllMACs().size());
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float errRes;
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const WiFiOptimizer::APParams params1 = opt.optimize(mac1, errRes);
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ASSERT_TRUE(errRes < 0.1);
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ASSERT_NEAR(0, pos1.getDistance(params1.getPos()), 0.4); // apx position estimation
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ASSERT_NEAR(-40, params1.txp, 1.0);
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ASSERT_NEAR(2, params1.exp, 0.1);
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ASSERT_NEAR(-4, params1.waf, 0.5);
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const WiFiOptimizer::APParams params2 = opt.optimize(mac2, errRes);
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ASSERT_TRUE(errRes < 0.1);
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ASSERT_NEAR(0, pos2.getDistance(params2.getPos()), 0.4); // apx position estimation
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ASSERT_NEAR(-40, params1.txp, 1.0);
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ASSERT_NEAR(2, params2.exp, 0.1);
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ASSERT_NEAR(-4, params2.waf, 0.5);
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}
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#endif
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