quartz/content/notes/09-location-sensors-3.md
2023-03-28 12:49:38 +13:00

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title tags
09-location-sensors-3
lecture
info305

Location Sensors - GPS (cont.)

GPS - Receiver

  • Uses messages received from satellites (n≥4) to determine the satellite positions and time sent
  • Gives roughly distance to satellite
  • Applies Trilateration for computing location
  • The receiver has four unknowns, the three components of GPS receiver position and the clock bias [x, y, z, b]
  • Using four (or more) satellites, we can set up 4 linear equations to solve for x, y, z, b
  • In some cases we know z or b we need less satellites! Urban Canyon
  • Urban environment similar to a natural canyon
  • Can impact radio reception of GPS receivers
  • Buildings reflect and occlude satellite signals
  • Reducing precision of positioning in urban environments
  • Makes positioning impossible

[!INFO] Add a fourth satellite so we can find the clock bias there are timer networks where you can get time from an atomic clock (still not accurate but better)

Urban Canyon

  • Urban environment similar to a natural canyon
  • Can impact radio reception of GPS receivers
  • Buildings reflect and occlude satellite signals
  • Reducing precision of positioning in urban environments
  • Makes positioning impossible www.hci.otago.ac.nz The end! Urban canyon Urban canyon

[!INFO] buildings block some satellites reflected signals take more time to arrive and disrupt accuracy also happens with lower building that are closer together happens also with trees

GPS - Problems

  • Urban environment similar to a natural canyon
    • Can impact radio reception of GPS receivers
  • GPS will not work indoors
  • GPS quickly kills your battery
  • Accuracy strongly depends on antenna design and device form factor
    • “Position tests by the mobile phone revealed a median error between 5.0 and 8.5m”
    • “Increase by a factor of 2 to 3 compared to standalone GPS sensors.”
    • “Very large errors are uncommon and rarely exceed 30m”
  • Long startup time ( 30s - 12.5min needed for sending almanac)
  • Several proposed improvements: AGPS, DGPS, RTKGPS

[!INFO] ^Depends on many parameters bad weather also affects travel time hence accuracy long start up time. almanac (satellite position and future positions) is a large amount of data that each device needs to recieve with data/wifi can download almanac from phone provider

Location Sensors - AGPS, DGPS, RTK GPS

A(ssisted) GPS

  • Introduced by Qualcomm in 2004, used extensively in mobile phones
  • Idea:
    • Traditional GPS only uses radio signals from satellites
    • Assisted GPS (A-GPS) uses network information (transmission of almanac)
    • Increase position accuracy by also incorporating Wi-Fi Positioning System and cell-site multilateration
  • Advantages:
    • Faster location acquisition
    • Higher precision (with WiFi Positioning & cell-site multilateration)
  • Disadvantages:
    • Requires Internet connection A(ssisted) GPS

[!INFO] most relevant to us. used in mobile phones. trad gps uses only satellite. AGPS used that and network information also incorporates wifi and cell location

D(ifferential) GPS

  • Enhancement to GPS to increase location accuracy and integrity
  • DGPS correct errors using a stationary receiver station with a known location
    • Stationary receiver knows own location and can calculate and Delta between known position and GPS position
    • Stationary receiver broadcasts signal correction information (Delta)
  • Standalone GPS provides ~15m accuracy
  • DGPS can provide ~3-5m (and max. 10-15cm) accuracy D(ifferential) GPS

[!INFO] a lot of towers around farming areas

Real Time Kinematic (RTK)

  • Technique to enhance location precision of satellite-based navigation systems
    • Provides centimetre-level accuracy (approx. 5cm)
    • Similar to DGPS, as RTK GPS also uses a base station with a stationary known location
    • Uses measurements of phase of the signal carrier wave (whereas GPS only uses signal content information)
      • L1 receiver measures only L1 signal (19cm)

[!INFO] built on top of DGPS assumes you use diff GPS with custom rover which is close to you