Abstract: Disclosed is an approach for obtaining fingerprints that have been collected by at least one mobile device for supporting a positioning of other mobile devices, each fingerprint comprising at least results of measurements on radio signals of at least one communication node at a particular location, communication node names proximate to the particular location, and an area identifier for the particular location; receiving a positioning request that contains at least a multiset of communication node names; selecting a radio model, wherein the radio model selected is based at least in part on the fingerprint and/or the number of communication node names proximate to a fingerprint which match the node names in the positioning request that contains at least a multiset of communication node names; and generating data for a feedback for a user of the at least one computing device based on the selected radio model.

Abstract: A computing device, method and computer program product are provided to generate fingerprint data having an obfuscated location reference, thereby maintaining the privacy of the location information provided by fingerprint data and represented by a radio map. For a computing device configured to generate fingerprint data having an obfuscated location reference, the computing device is caused to receive fingerprint data comprising a location reference and measurement(s) of one or more communications nodes. The computing device is caused to determine translation and/or rotation parameter(s) based on a respective identifier of at least one of the one or more communications nodes and to apply one or more of the parameters at least to the location reference, thereby generating an obfuscated location reference. The computing device is also caused to provide the fingerprint data including the obfuscated location reference to another computing device for generation or updating of a radio map.

Abstract: A computing device, method and computer program product are provided to generate or update a radio map based on a plurality of fingerprint data that each respectively includes an obfuscated location reference. The radio map may be provided to another computing device for use in conjunction with positioning services. A computing device is provided that is configured to determine a position based upon a radio map. A computing device, method and computer program product are also provided to determine a position based upon a radio map for which the obfuscated location references are deobfuscated based on the one or more parameters, such as one or more translation and/or rotation parameters.

Abstract: An apparatus, method, and computer program product are provided for radio model generation, mobile device positioning, and/or hash key generation for a radio model. In this regard, a presence of a first radio node in a radio environment is determined. Additionally, at least one hash of the first radio node is determined based at least in part on radio node data for a second radio node in the radio environment. At least a portion of a radio model for the first radio node is then configured based on the at least one hash.

Abstract: An apparatus obtains a set of radio data comprising signal strength related values for radio signals transmitted by a transmitter with an association of each signal strength related value with a representation of a geographical location. The apparatus applies a frequency transform to the obtained set of radio data to obtain transform coefficients, each transform coefficient comprising a transform index and an associated transform value. The apparatus selects a subset of transform indices having more significant transform values than the remaining transform indices and compresses the transform indices by encoding each transform index exploiting a probability of occurrence of an index value of a respective transform index. The same or another apparatus decodes the compressed transform indices again for use in position operations.

Abstract: Disclosed is an approach to improve data collection for a radio-based positioning system. The disclosed approach may involve processor(s) (e.g., of positioning server(s) and/or of a mobile device) obtaining radio data associated with the mobile device, where the radio data is collected while the mobile device is located within a particular vehicle during a time of commute. The processor(s) may determine a particular location of the particular vehicle representing where the particular vehicle is or was located during the time of commute. And the processor(s) may then use the particular location of the particular vehicle to geo-reference the radio data collected while the mobile device is located within the particular vehicle during the time of commute.

Abstract: An apparatus, method, and computer program product are provided for communication node localization. For example, a digital fingerprint associated with a communication node in a communication environment is received. The digital fingerprint includes at least location data associated with a location estimate of the communication node and timestamp data associated with one or more measurements with respect to the communication node. Based at least in part on the timestamp data associated with the digital fingerprint, a frequency distribution data structure for the communication node is configured. Additionally, the location data is refined to generate refined location data for the communication node based on a comparison of one or more characteristics between the frequency distribution data structure and respective timetable data structures for respective scheduled events associated with an event location deemed to be at least proximate to the location data.

Abstract: A computing device, method and computer program product are provided to update the model of a building. In the context of a method, an image of a building and information regarding a location from which the image was captured are obtained. The method also includes causing a model of the building and the image of the building to be presented. Based on feedback from presentation of the model of the building and the image of the building, the method includes updating the model of the building by adjusting one or more parameters, including one or more vertical parameters, defining the model of the building. The method further includes causing the updated model of the building and the image of the building to be presented.

Abstract: An apparatus obtains a set of radio data comprising signal strength related values for radio signals transmitted by a transmitter with an association of each signal strength related value with a representation of a geographical location. The apparatus applies a frequency transform to the obtained set of radio data to obtain transform coefficients, each transform coefficient comprising a transform index and an associated transform value. The apparatus selects a subset of transform indices having more significant transform values than the remaining transform indices and compresses the transform indices by encoding each transform index exploiting a probability of occurrence of an index value of a respective transform index. The same or another apparatus decodes the compressed transform indices again for use in position operations.

Abstract: A method is provided that is performed by at least one first apparatus with the method including obtaining or causing obtaining information indicative of a variation in intensity of light emitted from at least two light sources positioned along a segment of a road; and obtaining or causing obtaining information indicative of a velocity of the at least one first apparatus based at least on the information indicative of the variation in intensity. A corresponding apparatus is also provided.

Abstract: An aircraft seat device with at least one shell element, with at least one table unit, with at least one support device that is configured to obliquely connect the at least one table unit to the shell element at least in a stowage position, the support device comprising at least one rotational bearing unit, which is configured for pivoting the table unit between the stowage position and at least one intermediate position that is situated substantially in a horizontal plane, the support device comprising at least one linear bearing unit, which is configured for traversing the table unit between the intermediate position and at least one completely deployed usage position that is close to a seat.

Abstract: One or more processors obtain an indication of user input identifying a position of a mobile device within a vehicle. The processor(s) obtain a location of the mobile device with respect to a coordinate system that is independent of the vehicle. The processor(s) determine a location of the vehicle with respect to the coordinate system based at least in part on the location of the mobile device and the identified position of the mobile device within the vehicle. The location of the vehicle with respect to the coordinate system may be determined to sub-meter accuracy.

Abstract: An aircraft seat module includes an enclosure unit which delimits a flight passenger seating region at least partially, and includes a door unit which at least closes a passage region to the flight passenger seating region in one or more operation states. The aircraft seat module further includes a bearing device which supports the door unit movably relative to the enclosure unit and has for this purpose a bearing module having a first bearing element and a second bearing element which are supported such that they are movable relative to each other.

Abstract: A method, apparatus and computer program product are provided for improving localization of a device. In order to improve the localization, a coarse location of the device is determined and a feature is identified in an image captured by an image capture unit associated with the device. The feature is represented with one or more points or lines within an image plane and a projection is determined of the one or more points or lines from the image plane to a ground plane. At one or more location points defined relative to the coarse location of the device, map data is compared to the projection of the one or more points or lines representative of the feature identified in the image. Based on the comparison, a refined location of the device is determined.

Abstract: A method, apparatus and computer program product are provided for improving localization of a device. In this regard, a coarse location of the device is determined and a neural network is utilized to determine one or more image-based vectors from the device to respective features in an image captured by an image capture device associated with the device. At one or more location points defined relative to the coarse location of the device, (a) one or more map-based vectors extending from a respective location point to respective features as defined by map data are compared to (b) the one or more image-based vectors. Based on the comparison, a refined location of the device is determined. A method, apparatus and computer program are also provided for training the neural network to determine an image-based vector from the device to a feature in an image captured by the device.

Abstract: The absolute altitude of multiple floors of a building are determined using a multi-mode learning process. Processor(s) execute application program code to cause an apparatus to operate in an initial floor learning mode that includes capturing outdoor altitude estimates for the apparatus and determining, based in part on the outdoor altitude estimates, instant altitude estimates for an initial floor of the building. An absolute altitude estimate for the initial floor is determined based one the instant altitude estimates. After the absolute altitude estimate for the initial floor satisfies a first threshold certainty, the apparatus operates in a subsequent floor learning mode configured for determining respective absolute altitudes for floors of the building based on the absolute altitude estimate for the initial floor and a priori floor height information for the building, a sensor-based altitude change estimate, and/or a determined floor height for the building.

Abstract: One or more processors obtain (a) first radio data and a first horizontal position corresponding to a mobile apparatus at a first time and (b) second radio data and a second horizontal position corresponding to the mobile apparatus at a second time. Responsive to determining that the first horizontal position and the second horizontal position are substantially similar, the one or more processors identify differences between the first radio data and the second radio data. Based at least in part on the differences between the first radio data and the second radio data and one or more threshold criteria, the one or more processors determine whether the mobile apparatus changed floors between the first time and the second time.

Abstract: A geometric plane defined by a building-perimeter feature in an image capture by a mobile device is identified. The building-perimeter feature is co-located with an exterior wall of a building within which the mobile device is located. An orientation and/or location of the mobile device with respect to the geometric plane and an orientation of the mobile device with respect to a defined geographical direction are determined. A building model for the building and defining perimeter portions of the building (each perimeter portion corresponding to a respective exterior wall) is obtained or accessed. Based on the orientation and/or location of the mobile device with respect to the geometric plane, the orientation of the mobile device with respect to the defined geographical direction, and/or the building model, a particular perimeter portion of the building model that corresponds to the building-perimeter feature is identified and corresponding location information is determined.

Abstract: A method is provided that includes obtaining one or more pieces of crowd-sourced information. A respective crowd-sourced information is at least indicative of a location at which the respective crowd-sourced information was gathered. The method determines a set of tiles at least partially based on the one or more geographical areas. For at least one tile, the method obtains one or more pieces of fingerprint information comprised by the one or more pieces of crowd-sourced information that were gathered within the respective area of the respective tile and determines an area type and/or context information indicative of a type of venue located within the respective tile and/or context the respective area of the respective tile is used for. The area type and/or context information is determined at least partially based on the one or more pieces of fingerprint information. A corresponding apparatus and computer program product are also provided.

Abstract: It is inter-alia disclosed a method performed by a mobile device, the method including: receiving at least one radio signal when scanning for observable radio signals at an observation position of the mobile device; determining or causing determining a venue associated with an identifier contained in or represented by the at least one radio signal at least partially based on a plurality of venue information items; determining or causing determining a position estimate of the observation position at least partially based on layout information representing a layout of the venue associated with the identifier.