A System for Locating Mobile Terminals with Tunable Privacy
Journal of Theoretical and Applied Electronic Commerce Research, Aug 2007 by Bessler, Sandford
One of the practical problems encountered when using area notification was to infer the correct state "inside" or "outside", since the GPS signal fluctuates in urban areas or even disappears when the user enters a building. The outcome from the measurement sequence had to be stabilized through a hysteresis filter. We made experiments that started with "tagging" a place, mostly at the entrance of a building and then accessing this place from different directions and streets. The radius of the area has been varied between 30 and 75 meters and we measured a success rate of 85% in triggering correctly the entering and leaving conditions at different times of the day at walking speed. Figure 7 shows a map-based notification that pops-up when the presentity user enters the zone marked with the circle.
5 Related work
Location privacy mechanisms are a part of larger research topic, that of privacy enhancement techniques (a good overview of real privacy scenarios and mechanisms can be found in the deliverables of the IST PRIME project [8]). The work of the Geographic Location/Privacy (Geopriv) working group at IETF provides a quite generic and flexible framework in which our special mechanisms could fit as well (for a recent paper see [32]). Especially the selection of SIP as the "using protocol" between different entities of the Geopriv architecture (location server, location recipient, location generator) and the reuse of mechanisms encountered in the handling of presence are similar to our work.
Geopriv basically defines a Location Object capable to carry both location information and the policy rules for the distribution of this information. However, instead of general policies and authorization rules, we have described a simple zone notification mechanism with tunable privacy that covers many practical scenarios.
At the Columbia University, the use of SIP for location services has been investigated in several publications. Shacham et al. [30] describe different scenarios for location sensing and tracking, device control, emergency calls using the SIP protocol. Küpper and Treu [13] propose complex location update strategies in the mobile terminal in order to realize scalable Location Based Services.
Instead of regarding access control mechanisms to protect location information, Beresford [19] focuses in his Dissertation on a class of location applications, where privacy can be realized through anonymity and pseudonymity, and investigates the degree of anonymity a user still has if he moves in a so called mixed-zone, i.e. between zones in which applications may track him.
Finally, a group of works investigate the use of policies and policy languages such as XACML, P3P etc. to express more complex rules for the protection of user privacy in general and location privacy in particular. Marc Langheinrich [15] describes pawS, a privacy awareness system for ubiquitous computing environments. In paswS, when the user enters an environment in which services are collecting privacy relevant data, a privacy beacon announces the privacy policies of each service, and the interaction with the user privacy policy is similar to that specified in P3P. Myles et al. [17] describe a location server in which so called validators check privacy policies and preferences against application requests to disclose user location and in this way automate the privacy management.
- 5 Rules for Immediate Annuities
- Death in the Family: 12 Things to Do Now
- Dumbest Things You Do With Your Money
- 6 Online Networking Mistakes to Avoid
- 401(k) Mistakes to Avoid
- 5 Economic Scenarios to Keep You Up at Night
- The Real ‘Best Places to Retire’
- Best Credit Cards for You
- 12 Tough Questions to Ask Your Parents
- The Real ‘Best Colleges’
- Home Buyer Tax Credit: How to Cash In
- Why You Shouldn't Bash Cash
- 8 Phony 'Bargains' and Better Alternatives
- Danger: 3 Debit Card Scams to Avoid
- 6 Myths About Gas Mileage
- 29 Fees We Hate Most
- Quick and Easy Ways to Boost Returns
- Best Stocks to Buy Now
- Lower Your Taxes: 10 Moves to Make Now
- New Jobs: 8 Lessons from Real-Life Career Switchers
- The New Job Market: Who Wins and Who Loses?
- Health Care Reform's Public Option: Everything You Need to Know
- Volunteer Work When Unemployed: Should You Work for Free?
- Whose Recovery Is This?
- Long-Term-Care Insurance: 4 Biggest Risks to Avoid
Content provided in partnership with
Most Recent Business Articles
- Samsung Mobile Highlights Mobile Innovation and Leadership at International CES 2010
- Qosmos Gains Momentum with Network Intelligence Technology
- Graphic.ly Debuts in Microsoft’s Keynote Address at Consumer Electronics Show
- Research and Markets: Construction Site Supplies Market in Russia: a Comprehensive Business Report
- Research and Markets: Overview of the Business & Enterprise Application Software and Services Market in Developed Asia-Pacific
Most Recent Business Publications
Most Popular Business Articles
- 7 tips for effective listening: productive listening does not occur naturally. It requires hard work and practice - Back To Basics - effective listening is a crucial skill for internal auditors
- Using object-oriented analysis and design over traditional structured analysis and design
- FAS 109: a primer for non-accountants - Financial Accounting Standards Board's "Statement 109: Accounting for Income Taxes"
- LIFO vs. FIFO: a return to the basics
- Design a commission plan that drives sales - Sales Commissions



