Abstract
The pervasiveness of smartphones is leading to the uptake of a new class of Internet-based Indoor Navigation (IIN) services, which might soon diminish the need of Satellite-based localization technologies in urban environments. These services rely on geo-location databases that store spatial models along with wireless, light and magnetic signals used to localize users and provide better power efficiency and wider coverage than predominant approaches. In this article we overview Anyplace, an open, modular, extensible and scalable navigation architecture that exploits crowdsourced Wi-Fi data to develop a novel navigation service that won several international research awards for its utility and accuracy (i.e., less than 2 meters). Our MIT-licenced open-source software stack has to this date been used by thaousands of researchers and practitioners around the globe, with the public Anyplace service reaching over 100,000 real user interactions.
- G. Chatzimilioudis, C. Costa, D. Zeinalipour-Yazti, W.-C. Lee and E. Pitoura "Distributed In-Memory Processing of All k Nearest Neighbor Queries", IEEE TKDE, vol. 28, iss. 4, pp. 925--938, 2016. Google ScholarDigital Library
- Y. Gu, A. Lo, I. Niemegeers, "A survey of indoor positioning systems for wireless personal networks", in IEEE Comm. Surv. Tutor., vol. 11, no. 1, pp. 13--32, 2009. Google ScholarDigital Library
- C.S. Jensen, H. Lu, B. Yang, "Indoor - A New Data Management Frontier," in IEEE Data Eng. Bull vol. 33, iss. 2, pp. 12--17, 2010.Google Scholar
- A. Konstantinidis, G. Chatzimilioudis, D. Zeinalipour-Yazti, P. Mpeis, N. Pelekis, Y. Theodoridis, "Privacy-Preserving Indoor Localization on Smartphones", IEEE TKDE, vol. 27, iss. 11, pp. 3042--3055, 2015. Google ScholarDigital Library
- A. Konstantinidis, G. Nikolaides, G. Chatzimilioudis, G. Evagorou, D. Zeinalipour-Yazti, P. K. Chrysanthis "Radiomap Prefetching for Indoor Navigation in Intermittently Connected Wi-Fi Networks," in IEEE MDM, pp. 34--43, 2015. Google ScholarDigital Library
- C. Laoudias, D. Zeinalipour-Yazti, C.G. Panayiotou, "Crowdsourced Indoor Localization for Diverse Devices through Radiomap Fusion", in IPIN, pp. 1--7, 2013.Google Scholar
- J. Ledlie, et. al., "Molé: a scalable, user-generated WiFi positioning engine", Journal of Loc. Based Serv., vol. 6, no. 2, pp. 55--80, 2012. Google ScholarDigital Library
- B. Li, J. Salter, A. G. Dempster, C. Rizos, "Indoor positioning techniques based on wireless lan," in 1st International Conference on Wireless Broadband and Ultra Wideband Communications, pp. 13--16, 2006.Google Scholar
- D. Lymberopoulos et. al., "A realistic evaluation and comparison of indoor location technologies: Experiences and lessons learned," in ACM/IEEE IPSN, pp. 178--189, 2015. Google ScholarDigital Library
- A. Nikitin, C. Laoudias, G. Chatzimilioudis, P. Karras, D. Zeinalipour-Yazti "Indoor Localization Accuracy Estimation from Fingerprint Data," in IEEE MDM, 12 pages, Daejeon, South Korea, 2017 (accepted).Google Scholar
- R.A. Popa, H. Balakrishnan, A.J. Blumberg, "VPriv: protecting privacy in location-based vehicular services," in USENIX SSYM, pp. 335--350, 2009. Google ScholarDigital Library
- D. Zeinalipour-Yazti, C. Laoudias, C. Costa, M. Vlachos, M.I. Andreou, D. Gunopulos, "Crowdsourced Trace Similarity with Smartphones", in IEEE TKDE, vol. 25, iss. 6, pp. 1240--1253, 2013. Google ScholarDigital Library
- D. Zeinalipour-Yazti, C. Laoudias, K. Georgiou, G. Chatzimiloudis, "Internet-based Indoor Navigation Services", in IEEE Internet Computing, 2017 (in-press).Google Scholar
Recommendations
Anyplace: A Crowdsourced Indoor Information Service
MDM '15: Proceedings of the 2015 16th IEEE International Conference on Mobile Data Management - Volume 01People do most of their activities, business, commerce, entertainment and socializing indoors. As all of these are increasingly aided by online services and indoor spaces are becoming bigger and more complex, there is a growing need for cost-effective ...
Seamless outdoor/indoor navigation with WIFI/GPS aided low cost Inertial Navigation System
This paper describes an integrated navigation system that can be used for pedestrian navigation in both outdoor and indoor environments. With the aid of Global Positioning System (GPS) positioning solutions, an Inertial Navigation System (INS) can ...
Smart Environment for Ubiquitous Indoor Navigation
NISS '09: Proceedings of the 2009 International Conference on New Trends in Information and Service ScienceMobile navigation service is one of the most important Location Based Services. With the rapid advances in enabling technologies for ubiquitous computing, more and more active or passive devices/sensors are augmented in the indoor environment, indoor ...
Comments