Method for setting up a localization system, and localization system
US-2024430852-A1 · Dec 26, 2024 · US
US2019200318A1 · US · A1
| Field | Value |
|---|---|
| Publication number | US-2019200318-A1 |
| Application number | US-201214384354-A |
| Country | US |
| Kind code | A1 |
| Filing date | Mar 15, 2012 |
| Priority date | Mar 15, 2012 |
| Publication date | Jun 27, 2019 |
| Grant date | — |
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An apparatus receives information including data for a node of a communication network and an indication of a location for which the data is valid. The received information is evaluated in view of information that is stored for the node. The stored information may include data for the node and an indication of a mapping of the data to grid points of a grid, and each grid point may represent a particular location. The apparatus determines, in response to the evaluation, whether to use the received information for updating the stored information.
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1 - 28 . (canceled) 29 . A method comprising at an apparatus: receiving information including data for a node of a communication network and an indication of a location for which the data is valid; evaluating the received information at least in view of information that is stored for the node, the stored information including at least data for the node and an indication of a mapping of the data to grid points of a grid, and each grid point representing a particular location; and determining, in response to the evaluation, whether to use the received information for updating the stored information. 30 . The method according to claim 29 , wherein the received data comprise at least one of: results of measurements on signals of the node; and a received signal strength of signals of the node. 31 . The method according to claim 29 , wherein evaluating the received information comprises mapping the received data to a grid point of the grid taking account of the received indication of the position, and determining a difference between a value that is based on received data mapped to the grid point of the grid and a value that is based on stored data mapped to the same grid point of the grid; and wherein it is determined to update the stored information using the received information in the case that the determined difference exceeds a threshold value. 32 . The method according to claim 31 , wherein the value that is based on received data mapped to the grid point of the grid is a geometric mean of received data mapped to the grid point of the grid and of stored data mapped to the same grid point of the grid. 33 . The method according to claim 31 , further comprising replacing stored data mapped to the grid point of the grid with a geometric mean of received data mapped to the grid point of the grid and of stored data mapped to the same grid point of the grid, in case it is determined to update the stored information using the received information. 34 . The method according to claim 29 , wherein evaluating the received information comprises mapping the received data to a grid point of the grid taking account of the received indication of the position, determining a region based at least on information stored for the node, and determining whether the grid point to which the received data has been mapped lies within the region; and wherein it is determined to update the stored information using the received information in the case that the grid point to which the received data has been mapped lies within the region. 35 . The method according to claim 29 , the method comprising: determining a region based on the information stored for the node and on the received information; and determining whether the stored information comprises data that is mapped to a grid point lying outside of the region, and using the result of the determination as at least one criterion for determining whether to remove data from the stored information. 36 . The method according to claim 34 , wherein the region is determined one of: as a confidence region, based at least on the grid points of the grid to which stored data for the node is mapped; as a confidence region, using a predetermined confidence that data mapped to grid points lying outside of the confidence area are outliers; as a confidence region, using a Chi-squared test; and as an ellipse. 37 . An apparatus comprising at least one processor and at least one memory including computer program code, the at least one memory and the computer program code configured to, with the at least one processor, cause an apparatus at least to perform: receive information including data for a node of a communication network and an indication of a location for which the data is valid; evaluate the received information at least in view of information that is stored for the node, the stored information including at least data for the node and an indication of a mapping of the data to grid points of a grid, and each grid point representing a particular location; and determine, in response to the evaluation, whether to use the received information for updating the stored information. 38 . The apparatus according to claim 37 , wherein the received data comprise at least one of: results of measurements on signals of the node; and a received signal strength of signals of the node. 39 . The apparatus according to claim 37 , wherein the computer program code is configured to, with the at least one processor, cause an apparatus to: evaluate the received information by mapping the received data to a grid point of the grid taking account of the received indication of the position, and by determining a difference between a value that is based on received data mapped to the grid point of the grid and a value that is based on stored data mapped to the same grid point of the grid; and determine to update the stored information using the received information in the case that the determined difference exceeds a threshold value. 40 . The apparatus according to claim 39 , wherein the value that is based on received data mapped to the grid point of the grid is a geometric mean of received data mapped to the grid point of the grid and of stored data mapped to the same grid point of the grid. 41 . The apparatus according to claim 39 , wherein the computer program code is further configured to, with the at least one processor, cause an apparatus to replace stored data mapped to the grid point of the grid with a geometric mean of received data mapped to the grid point of the grid and of stored data mapped to the same grid point of the grid, in case it is determined to update the stored information using the received information. 42 . The apparatus according to claim 37 , wherein the computer program code is configured to, with the at least one processor, cause an apparatus to: evaluate the received information by mapping the received data to a grid point of the grid taking account of the received indication of the position, by determining a region based at least on information stored for the node, and by determining whether the grid point to which the received data has been mapped lies within the region; and determine to update the stored information using the received information in the case that the grid point to which the received data has been mapped lies within the region. 43 . The apparatus according to claim 37 , wherein the computer program code is configured to, with the at least one processor, cause an apparatus to: determine a region based on the information stored for the node and on the received information; and determine whether the stored information comprises data that is mapped to a grid point lying outside of the region, and use the result of the determination as at least one criterion for determining whether to remove data from the stored information. 44 . The apparatus according to claim 42 , wherein the computer program code is configured to, with the at least one processor, cause an apparatus to determine the region one of: as a confidence region, based at least on the grid points of the grid to which stored data for the node is mapped; as a confidence region, using a predetermined confidence that data mapped to grid points lying outside of the confidence area are outliers; as a confidence region, using a Chi-squared test; and as an ellipse. 45 . The apparatus according to claim 37 , wherein the received data comprise a result of measurements on signals of the node and wherein the computer program cod
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