This system provides a novel, efficient and highly accurate localisation scheme termed Tilejunction. Using only the first two moments of the measured signal, Tilejunction maps the target Received Signal Strength Indicator (RSSI) of each access point (AP) to a convex hull termed “tile”, in which the target is likely to be found. Using a linear programming (LP) formulation, the target can then be located within the junction of the tiles. The computational efficiency of Tilejunction is further improved by using an information-theoretic measure to retain only APs whose signals effectively distinguish the reference points. It also partitions the site into multiple clusters to substantially cut the search space in the LP optimisation. We have implemented Tilejunction. Our extensive experimental results show that Tilejunction significantly outperforms recent approaches, providing significantly lower localisation error.
The market for indoor positioning systems (IPS) is currently growing rapidly due to the ubiquity of mobile devices. The main utility of IPS technology lies in the development of location-aware mobile computing such as targeted advertising, social networking and indoor navigation. As traditional global positioning systems are unable to penetrate to indoor spaces, new methodologies to locate and track the users of mobile devices indoors have been developed using radio waves, magnetic fields, acoustic signals and Wi-Fi. Wi-Fi-based technologies seem to be gaining significant traction due to their low cost and ability to utilise already existing infrastructure. Many large technology companies, such as Apple and Google, have already made large investments in either acquiring IPS technology companies or developing IPS technology in-house. Improved stability and accuracy from signal fluctuation. Cost and time saving for recalibration. The system builds upon the existing Wi-Fi infrastructure. Diversified application for indoor positioning.
This system provides a novel, efficient and highly accurate localisation scheme termed Tilejunction. Using only the first two moments of the measured signal, Tilejunction maps the target RSSI of each AP to a convex hull termed 'tile', in which the target is likely to be found. Tracing for hospital medical equipment Tracking objects in warehouses Navigation in retail/shopping malls Customer traffic analysis