Abstract: An apparatus, method and computer program wherein the apparatus comprises: processing circuitry; and memory circuitry including computer program code; the memory circuitry and the computer program code configured to, with the processing circuitry, cause the apparatus at least to perform; obtaining information from a plurality of sensor devices wherein a first type of information is obtained in notifications and a second type of information is obtained in messages; using information obtained in notifications to select which information obtained in messages is to be provided to a user; and enabling the selected information obtained in messages to be provided to a user.

Abstract: According to an example aspect of the present invention, there is provided an apparatus comprising at least one processing core, at least one memory including computer program code, the at least one memory and the computer program code being configured to, with the at least one processing core, cause the apparatus at least to determine a placement of the apparatus with respect to a user, determine a confidence level of the determination of the placement, and based at least in part on the placement and the confidence level, select either a classifier specific to the placement or a general classifier. Calibrated and/or uncalibrated sensor information may be used in phases of implementing the invention.

Abstract: Weather related data is collected using a magnetic sensor of a mobile device. The mobile device may be within a moving motor vehicle. The magnetic sensor may detect a magnetic field that is generated or otherwise affected by the operation of motor driving one or more windshield wipers. The mobile device, or a server in communication with the mobile device, may perform analysis of the windshield wiper data and generate weather message based on the analysis.

Abstract: The present invention discloses a method, a device and a system for dynamic frequency spectrum optimization. The method includes: predicting a traffic distribution of terminal(s) in each cell of multiple cells; generating multiple frequency spectrum allocation schemes for the multiple cells according to the traffic distribution of the terminal(s) in each cell, wherein each frequency spectrum allocation scheme comprises frequency spectrum(s) allocated for each cell; selecting a frequency spectrum allocation scheme superior to a current frequency spectrum allocation scheme of the multiple cells from the multiple frequency spectrum allocation schemes according to at least two network performance indicators of a network in which the multiple cells are located; and allocating frequency spectrum(s) for the multiple cells using the selected frequency spectrum allocation scheme.

Abstract: An apparatus, method and computer program wherein the apparatus comprises: processing circuitry; and memory circuitry including computer program code; the memory circuitry and the computer program code configured to, with the processing circuitry, cause the apparatus at least to perform; obtaining information from a plurality of sensor devices wherein a first type of information is obtained in notifications and a second type of information is obtained in messages; using information obtained in notifications to select which information obtained in messages is to be provided to a user; and enabling the selected information obtained in messages to be provided to a user.

Abstract: A method for allocating radio resources, a base station, and a system are provided. The method includes: acquiring statistical average user satisfaction of each access point in a relay cell, where the access point includes the base station and a relay node in the relay cell, the average user satisfaction is an average ratio of a total user rate obtained by an access point to a total user rate required by the access point, where the average ratio is in a statistical period; and when a difference between the statistical average user satisfaction of the base station and the statistical average user satisfaction of each relay node approaches a preset value, determining a resource partitioning weight of each access point; and calculating radio resources of each access point according to the resource partitioning weight of each access point, and allocating the radio resources to each access point.

Abstract: The present invention discloses a method, a device and a system for dynamic frequency spectrum optimization. The method includes: predicting a traffic distribution of terminal(s) in each cell of multiple cells; generating multiple frequency spectrum allocation schemes for the multiple cells according to the traffic distribution of the terminal(s) in each cell, wherein each frequency spectrum allocation scheme comprises frequency spectrum(s) allocated for each cell; selecting a frequency spectrum allocation scheme superior to a current frequency spectrum allocation scheme of the multiple cells from the multiple frequency spectrum allocation schemes according to at least two network performance indicators of a network in which the multiple cells are located; and allocating frequency spectrum(s) for the multiple cells using the selected frequency spectrum allocation scheme.