Nokia高精度室内定位HAIP
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High Accuracy Indoor Positioning Based on BLE Kimmo Kalliola
Research Leader
April 27, 2011
Motivation for Indoor Positioning •Location based services are growing
enabled by mobile devices with GPS
•People spend most of the time indoors
•No wide-spread indoor positioning
systems and services are available yet
•GPS operation is very limited indoors •Personal communication devices can
enable indoor positioning through local wireless networks
•Big market opportunity in indoor location based services, such as targeted advertising
People spend 80-90% of their
time indoors
70% of cellular calls and 80% of
data connections originate
from indoors.
(Source Strategy Analytics) Time spent …
Indoor Navigation needs
Who’s around?
Where to
find milk?
How to get there? What can I
find here?
Where did I
leave my car?
Where is the closest restaurant?
WiFi Positioning
•Based on measuring the relative received signal strength (RSS) from WiFi access points at the mobile
•Available today in many smartphones but with limited accuracy
•Location accuracy typically 30 – 50 meters
•Adequate for local search but not for indoor navigation
•Limited coverage and accuracy inside large indoor spaces due to automatic data collection
•Floor information not available
•Used for asset tracking in specific environments, such as hospitals
•Provides room level accuracy with good probability
•Requires manual calibration
•Challenges:
•Achieving high accuracy in large open indoor spaces – such as malls, supermarkets, or airports– is
challenging due to radio signals propagating easily large distances
•Accuracy is deteriorated by directional handset antennas, which affect the relative AP signal strengths •Practical maximum reachable accuracy is 3-10 meters depending on environment
HAIP – High Accuracy Indoor Positioning
HAIP – Location Enhanced Bluetooth Technology •Built on top of Bluetooth Low Energy (BLE) technology by adding direction finding capability
•Provides up to 0.3 m position accuracy
•Based on directional positioning beacons installed in covered areas •Beacon density similar to WiFi access point density
•Typically 1 beacon / 100 - 2500 m2 depending on installation height •No calibration required
•One way communication is sufficient between the mobile and the positioning beacon, i.e. time synchronization is not needed
•Mobile locates itself by measuring DoD (Direction of Departure) of a signal broadcasted by the positioning beacon
•No networking connection needed
•No latency
•No privacy concerns