location based services
DESCRIPTION
Location Based Services. Lenin Ravindranath, Microsoft Research India. Motivation. Location is a key element of user context Mobile devices a natural conduit for location based services They are ubiquitous Have many sensors sensors Location -> GPS GPS based devices are not common - PowerPoint PPT PresentationTRANSCRIPT
Location Based Services
Lenin Ravindranath, Microsoft Research India
Motivation Location is a key element of user context Mobile devices a natural conduit for location
based services They are ubiquitous Have many sensors sensors
Location -> GPS GPS based devices are not common GPS is power hungry
Many apps care about relative location relative to landmarks relative to people
Scenario
Demo!
Aspects Location Determination
need relative location Neighborhood Discovery
spatial and temporal Communication
push vs. pull with or without Internet access
Service model stateful vs. stateless
Overview Beacon-Stuffing
WiFiAds Neighborcast
People Near Me Neighborhood GPS
Landmark based Services Post-its in the air Ads, comments and reviews Location and Neighborhood based reminders,
profiles Social networking
Beacon-Stuffing
Access Point
Beacon Packets
Network NameSSID: NYCWireless
Network NameSSID: T-Mobile
Networks Found
Connected
Connected
WiFi Beaconing Protocol
Beacon-Stuffing Stuff beacon packets with information
Unused fields in beacons (Beacon Information Element)
Stripe across multiple beacons, if needed Clients receive beacons even when they are
not connected to any network Clients receive beacons from other networks
even when they are connected to a particular network
Send dynamic information
WiFiAds – Location sensitive Ads
AdCenter APat CoffeeDay
WiFi Beacon
Within 250 m of CoffeeDay
CoffeeDay close to me..Hmm!
I love Hot Choc! Go to CoffeeDay
Coffee DayDrink of the day is Hot Chocolate
Client running our software
Beacon-Stuffing Summary No absolute location required
Clients near the broadcasting AP gets the information Push model of information delivery No connectivity required Stateless
Published in HotMobile 2007 Joint work with Ranveer Chandra, Jitu Padhye, Alec Wolman
Techfest 2007 Demo
Overview Beacon-Stuffing
WiFiAds Neighborcast
Buddies Near Me Neighborhood GPS
Landmark based Services Post-its in the air Ads, comments and reviews Location and Neighborhood based reminders,
profiles Social networking
Neighborcast Goal: communication among nearby nodes
2 nodes are nearby if they hear a common AP Nearby nodes can be on different frequency
channelsLAN/Internet
Neighborcast Solution: Leverage multicast techniques
Mapping from AP BSSID to multicast group address BSSIDs correspond to AP’s MAC ID, and is globally unique
Client joins group of every AP around it APs it hears as part of its scanning process
Clients frequently publish info on group of associated AP Infrequently publishes info on other groups it is
subscribed to
NeighborcastLAN/
Internet
00:0B:80:12:34:5600:0A:80:12:34:55 00:0C:80:12:34:57
Multicast group for BSSID 00:0B:80:12:24:56
Implementing Neighborcast 3 approaches:
IP Multicast Application Level Multicast (ALM) Pub-sub using RSS feeds
Tradeoffs: overhead, scalability, ease of deployment
Neighborcast using IP Multicast Map AP’s BSSID to IP multicast group
address BSSID (6 bytes): <Manufacturer’s
prefix>:XX:XX:XX:XX IP multicast address (4 bytes): <224 –
239>:XX:XX:XX
Our mapping approach: 228.XX.XX.XX, where XX:XX:XX is last 3 bytes of
BSSID Example: 00:17:95:81:CA:30 will be
228.129.202.48 Since 0x81 = 129, 0xCA = 202, 0x30 = 48
Might have collisions! Probably not in same subnet…
Neighborcast using IP multicast: Every client maps AP’s BSSID to IP multicast
address Joins multicast group of all BSSIDs it hears Publishes info of multicast group of AP it is
associated with Pros:
No need for special infrastructure/server Approach is scalable since all traffic is local
Cons: Limited deployment of IP multicast, only in edge
networks
Neighborcast using IP Multicast
Buddies Near Me Each client joins Neighborcast group of all
APs around it It announces its presence (along with signal
strengths) to its Neighborcast group Learns of nearby buddies Can also estimate “nearness”
Signal strength
Neighborhood GPS Dynamically help neighbors leverage GPS
data from other phones
GPS
computed-location
Cloud/Server
Neighborcast Summary No absolute location required
Two clients are nearby if they hear a same AP Neighborcast forms IP overlay among nearby
nodes Client needs to be connected Stateless
Published in HotMobile 2008 Joint work with Ranveer Chandra, Jitu Padhye
Techfest 2008 Demo
Overview Beacon-Stuffing
WiFiAds Neighborcast
People Near Me Neighborhood GPS
Landmark based Services Post-its in the air Ads, comments and reviews Location and Neighborhood based reminders,
profiles Social networking
Location as Landmarks For many apps
absolute location (GPS) is not required
Location as perceived by a user
Landmarks Access Points BSSID GSM Tower ID
GSM Tower Access Point
Information tagged with Landmarks Users publish information
Landmark Tagged Information Automatically tag information published with landmarks Pictures, Videos, Blogs, Ads
Users search for information Landmark based Search
Query information based on landmarks
Landmark based services
Publish (info, AP BSSID, GSM ID)
Search(query, AP BSSID, GSM ID)
Access Point AP1BSSID: 00:11:22:33:44:55
GSM Tower GSM1Tower ID: XX1 Server
Post-its in the air
Post-its in the air Scan for landmarks Post (tagged with landmarks) Search (giving landmarks) Retrieve post-its in the air
Challenges What if a landmark moves?
Move posts to Neighborhood How to find the neighborhood?
Radio map
Radio Map Periodically clients report Access Points and GSM towers
seen Build a graph
Nodes are APs/GSM Towers Edge between two nodes if they are reported together Node weights and Edge Weights Delete nodes and edges based on their weights
GSM
WiFi
WiFi
WiFi
WiFi
WiFiWi
Fi WiFi
GSM
WiFi
WiFi
WiFi
WiFi
WiFi
WiFi Wi
Fi
Buddies Near Me
GSM
WiFi WiFi
WiFi
WiFi
WiFiWiFi
GSM
WiFi
Buddies who were here You are visiting a new place
Need to know information and past experience of people
Find friends who visited this place in the past Find them online
Ask queries
Location Sensitive Search Search for Coffee
Gives nearby Coffee shops info Search results ranked based on nearness
Comments and Reviews Read others reviews Post comments
Reminders in the air Location based reminders
Post reminders in the air Remind me when I cross this place next time
Remind me to buy milk when I am near the market Remind me office work only when I am in the office
Neighborhood based reminders Remind me when one or more friends are nearby at a
location Remind me to give Prashanth Rs 100 when he comes
nearby
Other Applications Location based profiles Location based games, Game pairing Dating service Enhanced presence
Landmark based services Summary No absolute location required
Leverage Landmarks and Neighborhoods Client needs to be connected Stateful Number of applications
Submitted to Ubicomp 2008 Joint work with Mohit Gupta, Prashanth Mohan
Thinkweek paper (Brooks was here.. So was Red)
Benefits• Does not depend on GPS• Lesser power• Works inside buildings, malls
• No regular war driving necessary (as is in the case of WiFi, GSM triangulation)
• Readily deployable• No operator support required
Questions
Code in the air Post code in the air Devices crossing that location will execute
them Harnessing other devices
Example Monitor temperature at a place continuously Post the following code in the air
use sensor(themometer)temp = themometer.getTemperature()send(temp, “http://leninr/tempService”)