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RSSI_6AP_Experiments: Database Folder
+ Nexus 4
* The original database: "UpdatedDatabase_24Jan2018_Full.csv"
* The general format for csv data file is: X & Y & The list of RSSI
X | Y | RSSI Vector
* For RNN Training
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**** Input LSTM *************************
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File : Input_Location_RSSI_10points_365k
Description: + 365000 random trajectories
+ Each trajectory has 9 history locations
(Use 9 history locations to predict the 10th one)
+ Each location has 13 features: X,Y & 11 RSSI readings
Structure: 117 features (117 columns)
X1 | Y1 | 11 RSSI of Location 2 .... X9 | Y9 | 11 RSSI of Location 10
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**** Output LSTM *************************
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File : Output_Location_RSSI_10points_365k
Description: + 365000 random trajectories
+ 9 locations corresponding to the locations in the input
Structure:
X2 | Y2 | X3 | Y3 ... X10 | Y10
+ Nexus 5