Preview

SRL_KNN_RNN_Code_Folder
- CSI_1AP_Floor_Map.pdf
  
  513.0 kB
- RNN_Models
  - Average_Filter.m
    
    1.1 kB
  - BiLSTM_Model_5_10fold.py
    
    15.4 kB
  - BiRNN_Model_5_10fold.py
    
    15.5 kB
  - BiSimpleRNN_Model_5_fold_1.h5
    
    143.2 kB
  - Bigru_Model_5_fold_1.h5
    
    376.0 kB
  - Bilstm_Model_5_fold_1.h5
    
    491.4 kB
  - Diff_Structure_update.pdf
    
    720.0 kB
  - GRU_Model_5_10fold.py
    
    15.4 kB
  - LSTM_Model_1.py
    
    10.7 kB
  - LSTM_Model_2.py
    
    11.7 kB
  - LSTM_Model_3.py
    
    11.9 kB
  - LSTM_Model_4.py
    
    15.1 kB
  - LSTM_Model_4_v1.h5
    
    522.1 kB
  - LSTM_Model_5.py
    
    15.2 kB
  - LSTM_Model_5_10fold.py
    
    15.4 kB
  - Median_Filter.m
    
    470 Bytes
  - NormalizedDatabase.m
    
    3.0 kB
  - Process_Combine.pdf
    
    745.5 kB
  - Step1_FilterDatabase.m
    
    3.9 kB
  - Step2_CreateInputTraining_Model1.m
    
    2.6 kB
  - Step2_CreateInputTraining_Model5.m
    
    2.9 kB
  - Step2_Create_RandomTraj.m
    
    5.2 kB
  - gru_Model_5_fold_1.h5
    
    396.1 kB
  - lstm_20k_model1.h5
    
    677.3 kB
  - lstm_20k_model2.h5
    
    688.5 kB
  - lstm_20k_model3.h5
    
    518.9 kB
  - lstm_Model_5_DiffSpeed.h5
    
    522.1 kB
- RSSI_6AP_Experiments
  - Nexus4_Data
    - Histogram_24Jan2018_10_11MAC.csv
      
      358.5 kB
    - InputRNN_10points_120k_RSSI.csv
      
      65.0 MB
    - Input_Location_RSSI_10points_365k.csv
      
      223.2 MB
    - Long_Traj_172Locations.csv
      
      2.5 kB
    - Long_Traj_172Locations_RSSI.csv
      
      10.2 kB
    - Long_Traj_344_DiffSpeed_1_5ms.csv
      
      6.9 kB
    - Long_Traj_344_DiffSpeed_1ms.csv
      
      10.0 kB
    - Long_Traj_344_DiffSpeed_2_5ms.csv
      
      4.7 kB
    - Long_Traj_344_DiffSpeed_2ms.csv
      
      5.1 kB
    - Long_Traj_344_Filter_1ms_Location.csv
      
      2.6 kB
    - Long_Traj_344_Filter_1ms_RSSI.csv
      
      7.7 kB
    - Long_Traj_344_Filter_2ms_Location.csv
      
      1.3 kB
    - Long_Traj_344_Filter_2ms_RSSI.csv
      
      4.0 kB
    - Long_Traj_344_Filter_3ms_Location.csv
      
      924 Bytes
    - Long_Traj_344_Filter_3ms_RSSI.csv
      
      2.8 kB
    - Long_Traj_344_Filter_Location.csv
      
      5.3 kB
    - Long_Traj_344_Filter_RSSI.csv
      
      15.5 kB
    - Long_Traj_344_Locations_0_5ms.csv
      
      20.1 kB
    - Long_Traj_344_RanSpeed_1_5ms.csv
      
      15.1 kB
    - Long_Traj_344_RanSpeed_1ms.csv
      
      15.1 kB
    - Long_Traj_344_RanSpeed_2_5ms.csv
      
      12.1 kB
    - Long_Traj_344_RanSpeed_2ms.csv
      
      12.6 kB
    - Long_Traj_6July_v1_AverageFilter.csv
      
      7.7 kB
    - Long_Traj_6July_v1_MedianFilter.csv
      
      7.7 kB
    - Long_Traj_Full.csv
      
      320.3 kB
    - Long_Traj_Location.csv
      
      2.5 kB
    - MeanDatabase_8June2018_11MAC.csv
      
      33.1 kB
    - Output_10point_RSSI_Model1.csv
      
      1.8 MB
    - Output_Location_RSSI_10points_365k.csv
      
      46.1 MB
    - RankDatabase_15June2018_updated.csv
      
      13.8 kB
    - Test1_Full_Original.csv
      
      84.3 kB
    - Test1_Full_Original.xlsx
      
      65.0 kB
    - Test2_Full_Original.csv
      
      98.1 kB
    - Test3_Full_Original.csv
      
      55.9 kB
    - Test4_Full_Original.csv
      
      32.6 kB
    - Test4_Full_Original.xlsx
      
      26.2 kB
    - Traj_10points_120k_ModelTest.csv
      
      16.8 MB
    - Traj_10points_5k_5m_s.csv
      
      760.3 kB
    - UpdatedDatabase_24Jan2018_Full(1).xlsx
      
      1.7 MB
    - UpdatedDatabase_24Jan2018_Full.csv
      
      2.5 MB
    - UpdatedDatabase_24Jan2018_Full.xlsx
      
      1.7 MB
    - UpdatedDatabase_8June2018_11MAC_AverageFilter.csv
      
      2.0 MB
    - UpdatedDatabase_8June2018_11MAC_AverageFilter.xlsx
      
      1.7 MB
  - Nexus5_Data
    - Database_Nexus5_11APs.csv
      
      1.1 MB
    - FloorMap_Nexus5.png
      
      158.7 kB
    - MeanDtabase_Nexus5_11APs.csv
      
      30.5 kB
    - MeanRoundTest_Sep10.csv
      
      9.1 kB
    - MeanRoundTest_Sep10.xlsx
      
      12.1 kB
    - RoundTest_Sep10.csv
      
      70.6 kB
  - readme.txt
    
    1.1 kB
- RSSI_6APs_Floor_Map.pdf
  
  24.7 kB
- SRL_KNN
  - KNN_RADAR_main.m
    
    6.4 kB
  - NearDistanceNeighbour.m
    
    1.5 kB
  - Radar_KNN.m
    
    1.8 kB
  - SRL_KNN.m
    
    2.9 kB
  - SRL_KNN_DiffSigma_Histogram_main.m
    
    7.6 kB
  - SRL_KNN_Histogram.m
    
    3.1 kB
  - SRL_KNN_Histogram_main.m
    
    6.4 kB
  - SRL_KNN_Mean_DiffSigma_main.m
    
    7.6 kB
  - SRL_KNN_Mean_Rank.m
    
    6.0 kB
  - SRL_KNN_Mean_Rank_main.m
    
    7.0 kB
  - SRL_KNN_Mean_main.m
    
    6.5 kB
- SSP
  - Distribution_Array_1_Update.mat
    
    807.1 kB
  - Hann_History_Original.m
    
    3.3 kB
  - Histogram_24Jan2018_10_11MAC.csv
    
    361.8 kB
  - Kernel_History_Gauss_DiffSigma.m
    
    8.0 kB
  - Kernel_History_Hann_DiffSigma.m
    
    8.0 kB
  - Kernel_History_Original.m
    
    3.3 kB
  - Kernel_History_Tukey_DiffSigma.m
    
    8.0 kB
  - Kernel_No_History.m
    
    1.7 kB
  - Kernel_Rectangular_DiffSigma.m
    
    8.0 kB
  - Long_Traj_6July_v1.csv
    
    10.0 kB
  - Median_Filter.m
    
    470 Bytes
  - NearDistanceNeighbour.m
    
    1.6 kB
  - NonParametric_NoHistory.m
    
    6.9 kB
  - Rectangular_History_Original.m
    
    2.7 kB
  - SaveDistribution_RawData.m
    
    4.9 kB
  - Tukey_History_Original.m
    
    2.8 kB
  - UpdatedDatabase_8June2018_11MAC.csv
    
    2.2 MB
- readme.txt
  
  3.1 kB

SRL_KNN_RNN.zip