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This project is part of my graduation work. The objective of this work is to analyze the difference in the accuracy of indoor localization techniques for different models of smartphones. For this the UJIIndoorLoc database was used.

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Results_svc
Results_svc
 
 
split_algorithms
split_algorithms
 
 
.gitignore
.gitignore
 
 
Notebook - analyses.ipynb
Notebook - analyses.ipynb
 
 
build_knn.npy
build_knn.npy
 
 
build_mlp.npy
build_mlp.npy
 
 
countPhones.py
countPhones.py
 
 
floor_knn.npy
floor_knn.npy
 
 
floor_mlp.npy
floor_mlp.npy
 
 
hit_rate_build_rf.npy
hit_rate_build_rf.npy
 
 
hit_rate_build_svm.npy
hit_rate_build_svm.npy
 
 
hit_rate_floor_rf.npy
hit_rate_floor_rf.npy
 
 
hit_rate_floor_svm.npy
hit_rate_floor_svm.npy
 
 
list_predictions_build_rf.npy
list_predictions_build_rf.npy
 
 
list_predictions_build_svm.npy
list_predictions_build_svm.npy
 
 
list_predictions_floor_rf.npy
list_predictions_floor_rf.npy
 
 
list_predictions_floor_svm.npy
list_predictions_floor_svm.npy
 
 
llo@130.211.179.179
llo@130.211.179.179
 
 
llo@35.185.237.59
llo@35.185.237.59
 
 
mean_error_RandomForest.npy
mean_error_RandomForest.npy
 
 
mean_error_svr.npy
mean_error_svr.npy
 
 
mlp_building.py
mlp_building.py
 
 
mlp_floor.py
mlp_floor.py
 
 
mlp_reg.py
mlp_reg.py
 
 
phoneMeasures.py
phoneMeasures.py
 
 
phoneMeasures2.py
phoneMeasures2.py
 
 
pred_lat.npy
pred_lat.npy
 
 
pred_lon.npy
pred_lon.npy
 
 
predictions_build_rf.npy
predictions_build_rf.npy
 
 
real_hit_rate_rf.npy
real_hit_rate_rf.npy
 
 
real_hit_rate_svm.npy
real_hit_rate_svm.npy
 
 
server.py
server.py
 
 
svm.py
svm.py
 
 
svm_building.py
svm_building.py
 
 
svm_floor.py
svm_floor.py
 
 
test.npy
test.npy
 
 
trainingData.csv
trainingData.csv
 
 
validationData.csv
validationData.csv
 
 

About

This project is part of my graduation work. The objective of this work is to analyze the difference in the accuracy of indoor localization techniques for different models of smartphones. For this the UJIIndoorLoc database was used.

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1 watching

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