Method of and system for estimating position
A method of estimating the position of a user device is provided. The user device is initially in electronic communication with a positioning system controller through a communication network. The method comprises determining that a user device meets one or more proximity criteria with respect to an offline region where electronic communication between the user device and the positioning system controller, through the communication network, is expected to meet one or more failure criteria. Responsive thereto and in advance of the user device entering the said offline region, the positioning system controller transmitting local positioning data to the user device, the local positioning data comprising data concerning electromagnetic signal sources in the said offline region. The user device subsequently estimates its position while it is within the offline region by measuring signal data from a plurality of electromagnetic signal sources and processing the measured signal data and the local positioning data. The method may be used by, for example, a smartphone to estimate its position.
1. A method of managing a database of positioning data, the positioning data including electromagnetic signal source data for use by a positioning system, the method comprising: receiving signal data relating to signals received by a user device from a plurality of electromagnetic signal sources when the user device is offline such that it does not communicate with a positioning system controller through a communication network, the user device having initially been in electronic communication with the positioning system controller through the communication network; associating an appropriate one of a plurality of zone codes with each of the electromagnetic signal sources, each zone code being associated with a respective geographical zone, and wherein the zone codes comprise a first zone code associated with a subset of signal sources having substantially the highest level of accuracy of position estimation, and a second zone code associated with zones of signal sources whose position estimates depend on position estimates associated with the first zone code; processing the signal data to compute position estimates of the electromagnetic signal sources; and updating the database of electromagnetic signal source data in dependence on the computed position estimates.
2. The method according to claim 1 wherein processing the signal data further comprises identifying connections between zones, and processing relevant portions of the electromagnetic signal source data to re-estimate the position of relevant signal sources.
3. The method according to claim 2 wherein the connections are between zones in which the accuracy of the estimates of the position of electromagnetic signal sources meet one or more accuracy criteria.
4. The method according to claim 2 wherein the connections are between zones of electromagnetic signal sources having the same zone code.
5. The method according to claim 2 wherein the connections are groups of electromagnetic signal sources detected along a path extending between the zones.
6. The method according to claim 2 wherein re-estimating the position of relevant signal sources comprises using additional data from sensors of the device.
7. The method according to claim 2 wherein re-estimating the positions of relevant signal sources includes processing portions of said signal data relating to signals received from said relevant signal sources at a plurality of different locations.
8. The method according to claim 7 wherein said signal data relating to signals received at a plurality of different locations is a combination of a plurality of signal data transmissions received from a respective plurality of devices.
9. The method according to claim 8 further comprising modelling the plurality of different locations as points on a path in the vicinity of said relevant zones.
10. The method according to claim 9 wherein modelling said path comprises using additional data from sensors to generate paths between locations.
11. The method according to claim 9 further comprising associating with the said path signal strength data specifying an expected variation in signal strengths that would be expected to be received from one or more of the said electromagnetic signal sources along the path.
12. The method according to claim 1 wherein at least some adjacent zones of electromagnetic signal sources associated with different zone codes differ in terms of altitude.