Datasets:
Tasks:
Tabular Classification
Modalities:
Text
Sub-tasks:
tabular-single-column-regression
Size:
100K<n<1M
License:
Upload 20 files
Browse files- .gitattributes +2 -0
- Nexus4_Data/Long_Traj_344_DiffSpeed_1_5ms.csv +118 -0
- Nexus4_Data/Long_Traj_344_DiffSpeed_1ms.csv +172 -0
- Nexus4_Data/Long_Traj_344_DiffSpeed_2_5ms.csv +80 -0
- Nexus4_Data/Long_Traj_344_DiffSpeed_2ms.csv +88 -0
- Nexus4_Data/Long_Traj_344_Locations_0_5ms.csv +344 -0
- Nexus4_Data/Long_Traj_344_RanSpeed_1_5ms.csv +260 -0
- Nexus4_Data/Long_Traj_344_RanSpeed_1ms.csv +258 -0
- Nexus4_Data/Long_Traj_344_RanSpeed_2_5ms.csv +208 -0
- Nexus4_Data/Long_Traj_344_RanSpeed_2ms.csv +216 -0
- Nexus4_Data/Long_Traj_Full.csv +0 -0
- Nexus4_Data/RSSI_LSTM_Dataset/Input_Location_RSSI_10points_365k.csv +3 -0
- Nexus4_Data/RSSI_LSTM_Dataset/Long_Traj_172Locations.csv +1 -0
- Nexus4_Data/RSSI_LSTM_Dataset/Long_Traj_172Locations_RSSI.csv +172 -0
- Nexus4_Data/RSSI_LSTM_Dataset/Output_Location_RSSI_10points_365k.csv +3 -0
- Nexus4_Data/RSSI_LSTM_Dataset/readme.txt +23 -0
- Nexus4_Data/Test1_Full_Original.csv +1 -0
- Nexus4_Data/Test2_Full_Original.csv +1 -0
- Nexus4_Data/Test3_Full_Original.csv +622 -0
- Nexus4_Data/Test4_Full_Original.csv +362 -0
- Nexus4_Data/UpdatedDatabase_24Jan2018_Full.xlsx +3 -0
.gitattributes
CHANGED
@@ -59,3 +59,5 @@ Nexus4_Data/Traj_10points_120k_ModelTest.csv filter=lfs diff=lfs merge=lfs -text
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Nexus4_Data/UpdatedDatabase_24Jan2018_Full.xlsx filter=lfs diff=lfs merge=lfs -text
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Nexus4_Data/UpdatedDatabase_24Jan2018_Full(1).xlsx filter=lfs diff=lfs merge=lfs -text
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Nexus4_Data/UpdatedDatabase_8June2018_11MAC_AverageFilter.xlsx filter=lfs diff=lfs merge=lfs -text
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Nexus4_Data/UpdatedDatabase_24Jan2018_Full.xlsx filter=lfs diff=lfs merge=lfs -text
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Nexus4_Data/UpdatedDatabase_24Jan2018_Full(1).xlsx filter=lfs diff=lfs merge=lfs -text
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Nexus4_Data/UpdatedDatabase_8June2018_11MAC_AverageFilter.xlsx filter=lfs diff=lfs merge=lfs -text
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+
Nexus4_Data/RSSI_LSTM_Dataset/Input_Location_RSSI_10points_365k.csv filter=lfs diff=lfs merge=lfs -text
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Nexus4_Data/RSSI_LSTM_Dataset/Output_Location_RSSI_10points_365k.csv filter=lfs diff=lfs merge=lfs -text
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Nexus4_Data/Long_Traj_344_DiffSpeed_1_5ms.csv
ADDED
@@ -0,0 +1,118 @@
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Nexus4_Data/Long_Traj_344_DiffSpeed_1ms.csv
ADDED
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Nexus4_Data/Long_Traj_344_DiffSpeed_2ms.csv
ADDED
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Nexus4_Data/Long_Traj_344_Locations_0_5ms.csv
ADDED
@@ -0,0 +1,344 @@
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|
Nexus4_Data/RSSI_LSTM_Dataset/Output_Location_RSSI_10points_365k.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e52389790b3d4c3021b322b062533b574a6ca2b469db63b80347e3b1732a01b2
|
3 |
+
size 46064161
|
Nexus4_Data/RSSI_LSTM_Dataset/readme.txt
ADDED
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
*****************************************
|
2 |
+
**** Input LSTM *************************
|
3 |
+
*****************************************
|
4 |
+
File : Input_Location_RSSI_10points_365k
|
5 |
+
Description: + 365000 random trajectories
|
6 |
+
+ Each trajectory has 9 history locations
|
7 |
+
(Use 9 history locations to predict the 10th one)
|
8 |
+
+ Each location has 13 features: X,Y & 11 RSSI readings
|
9 |
+
Structure: 117 features (117 columns)
|
10 |
+
|
11 |
+
|
12 |
+
X1 | Y1 | 11 RSSI of Location 2 .... X9 | Y9 | 11 RSSI of Location 10
|
13 |
+
|
14 |
+
|
15 |
+
*****************************************
|
16 |
+
**** Output LSTM *************************
|
17 |
+
*****************************************
|
18 |
+
File : Output_Location_RSSI_10points_365k
|
19 |
+
Description: + 365000 random trajectories
|
20 |
+
+ 9 locations corresponding to the locations in the input
|
21 |
+
Structure:
|
22 |
+
|
23 |
+
X2 | Y2 | X3 | Y3 ... X10 | Y10
|
Nexus4_Data/Test1_Full_Original.csv
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
,,Magic-V2,Localization-4,Localization-Lab,Magic-V2 5G,UVIC - Eduroam,UVIC - Eduroam,Localization-3,Localization-Lab 5G,Localization1,Localization-4 5G,UVIC - Eduroam,Localization-2,Localization-3 5G,UVIC-Eduroam,Localization1-5G
|
Nexus4_Data/Test2_Full_Original.csv
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
,,Magic-V2,Localization-4,Localization-Lab,Magic-V2 5G,UVIC - Eduroam,UVIC - Eduroam,Localization-3,Localization-Lab 5G,Localization1,Localization-4 5G,UVIC - Eduroam,Localization-2,Localization-3 5G,UVIC-Eduroam,Localization1-5G
|
Nexus4_Data/Test3_Full_Original.csv
ADDED
@@ -0,0 +1,622 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
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|
|
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|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
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|
|
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|
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|
|
|
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|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
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|
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|
|
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|
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|
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|
1 |
+
,,Magic-V2,Localization-4,Localization-Lab,Magic-V2 5G,UVIC - Eduroam,UVIC - Eduroam,Localization-3,Localization-Lab 5G,Localization1,Localization-4 5G,UVIC - Eduroam,Localization-2,Localization-3 5G,UVIC-Eduroam,Localization1-5G
|
2 |
+
X,Y,84:16:f9:9f:41:d4,b0:c7:45:b3:d0:b8,84:16:f9:9f:40:15,84:16:f9:9f:41:d3,28:93:fe:4f:43:6d,28:93:fe:4f:43:62,84:16:f9:9f:53:c5,84:16:f9:9f:40:14,84:16:f9:9f:55:ed,b0:c7:45:b3:d0:bc,08:1f:f3:e1:e8:32,00:19:5b:06:bf:c2,84:16:f9:9f:53:c4,08:1f:f3:e1:e8:3d,84:16:f9:9f:55:ec
|
3 |
+
5,-11.75,-56,-45,-66,-66,-100,-100,-41,-79,-76,-73,-100,-75,-61,-100,-90
|
4 |
+
5,-11.75,-56,-45,-63,-65,-100,-100,-41,-78,-73,-68,-100,-75,-63,-100,-95
|
5 |
+
5,-11.75,-55,-48,-59,-67,-100,-100,-42,-78,-73,-67,-100,-73,-59,-100,-93
|
6 |
+
5,-11.75,-55,-48,-59,-70,-100,-100,-43,-78,-73,-68,-100,-73,-56,-100,-95
|
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