Smartphone recorded driving sensor data: Leesburg, VA to Indianapolis, IN

  • Ryan Freedman (Creator)

Dataset

Description

Leesburg, VA to Indianapolis, Indiana:

Sampling Rate: 0.1 Hz
Total Travel Time: 31100007 ms or 518 minutes or 8.6 hours
Distance Traveled: 570 miles via I-70
Number of Data Points: 3112
Device used: Samsung Galaxy S4
Date Recorded: 2017-01-15

Parameters Recorded:
* ACCELEROMETER X (m/s²)
* ACCELEROMETER Y (m/s²)
* ACCELEROMETER Z (m/s²)
* GRAVITY X (m/s²)
* GRAVITY Y (m/s²)
* GRAVITY Z (m/s²)
* LINEAR ACCELERATION X (m/s²)
* LINEAR ACCELERATION Y (m/s²)
* LINEAR ACCELERATION Z (m/s²)
* GYROSCOPE X (rad/s)
* GYROSCOPE Y (rad/s)
* GYROSCOPE Z (rad/s)
* LIGHT (lux)
* MAGNETIC FIELD X (microT)
* MAGNETIC FIELD Y (microT)
* MAGNETIC FIELD Z (microT)
* ORIENTATION Z (azimuth °)
* ORIENTATION X (pitch °)
* ORIENTATION Y (roll °)
* PROXIMITY (i)
* ATMOSPHERIC PRESSURE (hPa)
* Relative Humidity (%)
* Temperature (F)
* SOUND LEVEL (dB)
* LOCATION Latitude
* LOCATION Longitude
* LOCATION Altitude (m)
* LOCATION Altitude-google (m)
* LOCATION Altitude-atmospheric pressure (m)
* LOCATION Speed (kph)
* LOCATION Accuracy (m)
* LOCATION ORIENTATION (°)
* Satellites in range
* GPS NMEA
* Time since start in ms
* Current time in YYYY-MO-DD HH-MI-SS_SSS format

Quality Notes:
There are some things to note about the quality of this data set that you may want to consider while doing preprocessing. This dataset was taken continuously but had multiple stops to refuel (without the data recording ceasing). This can be removed by parsing out all data that has a speed of 0. The mount for this dataset was fairly stable (as can be seen by the consistent orientation angle throughout the dataset). It was mounted tightly between two seats in the back of the vehicle. Unfortunately, the frequency for this dataset was set fairly low at one per ten seconds.
Date made availableFeb 28 2017
PublisherUniversity of Illinois at Urbana-Champaign

Keywords

  • smartphone
  • gyroscope
  • temperature
  • humidity
  • satellite
  • accelerometer
  • sensor
  • driving
  • barometer
  • magnetometer
  • gps
  • nmea

Cite this

Freedman, R. (Creator) (Feb 28 2017). Smartphone recorded driving sensor data: Leesburg, VA to Indianapolis, IN. University of Illinois at Urbana-Champaign. 10.13012/B2IDB-5975383_V1