Abstract: Decision-making equipment (22) is configured for link change decision-making using reinforcement learning. The decision-making equipment (22) is configured to track rewards (30-1, . . . 30-M) earned for, and outcomes (28-1, . . . 28-M) of, respective link change decisions (26-1, . . . 26-M). In some embodiments, possible outcomes of a link change decision to change a serving link of a wireless device to a target link include at least: a change of the serving link of the wireless device from the target link to another link; and a network-initiated disconnect of the wireless device from the target link. Regardless, the decision-making equipment (22) is also configured to make a link change decision (28-(M+1)) based on the tracked rewards (30-1, . . . 30-M) and outcomes (28-1, . . . 28-M).

Abstract: A method of controlling a manipulator of an industrial robot having a plurality of joints, the method including providing a candidate trajectory for the manipulator; determining at least one position dependent load value representative of at least one position dependent load acting on the manipulator for the candidate trajectory; modifying the candidate trajectory based on the at least one position dependent load value to provide a modified trajectory; and executing the modified trajectory by the manipulator. A control system for controlling a manipulator of an industrial robot having a plurality of joints, and an industrial robot including a manipulator and a control system, are also provided.

Abstract: A communications device (100) for classifying an instance (110) using Machine Learning (ML) is provided. The communications device is operative to acquire a feature vector representing the instance, classify the instance using a local first ML model, calculate a confidence level, and, if the calculated confidence level is less than a threshold confidence level, acquire information identifying one or more other communications devices, and transmit a classification request message comprising the feature vector to the one or more other communications devices.

Abstract: A connection part having a body portion and a connection surface being arranged on the body portion. The connection surface is configured for being connected to a mating part. Moreover, the connection part has at least one positioning protrusion being located at a distance (d) away from an edge of the connection surface and being movably connected to the body portion. In a pre-assembly position, the positioning protrusion at least partially protrudes with respect to the connection surface. In an assembly position, the positioning protrusion is flush with the connection surface or is retracted with respect to the connection surface. Furthermore, a part connection including such a connection part and a mating part is presented. Additionally, a method for adhesively connecting a connection part and a mating part is explained.

Abstract: The disclosed subject matter generally relates to a lighting device including at least two optical output modules for jointly providing transformable output light. The transformable output light is transformable a diffuse light output and a light output that has higher contrast than the diffuse light. Accordingly, the inventors realized that an enhanced user experience for vehicle occupants is provided by a lighting device that can seamlessly transform its output light between diffuse light to more high contrast light. For example, a vehicle interior component may be illuminated with a diffuse light when it is in one state, e.g. when it is not used. In a second state, when the component is used or intended to be used, it may be illuminated with a high contrast light to provide the user with more helpful assist light.

Abstract: There is provided a computer implemented method for displaying a video stream of a scene (100) captured by a video capture device on a display of a client device.

Abstract: A method performed by a network node for handling one or more upcoming requests for one or more services from a communication device in a communications network using a cloud infrastructure is provided. The network node obtains (301) a prediction of an amount of instances needed for the one or more upcoming requests for the one or more services, based on historical data of previous requests for services, and obtains (304) network connections needed for the one or more upcoming requests for the one or more services, taking the prediction into account. Furthermore, the network node decides (307) to instantiate a service with the obtained network connections and/or the amount of instances as predicted.

Abstract: Embodiments herein relate, in some examples, to an intermediate network node configured to operate in a communication network. The communication network comprises a requesting node and an executing network node comprising a computational graph model. The intermediate network node is configured with an imitation model. The imitation model is a limited version of the computational graph model, and the imitation model is a model requiring less computational resources to converge when compared to the computational graph model.

Abstract: A housing for enabling coupling of light from a light source to an optical light guide. The housing allows for the optical light guide to rotate about its axis with respect to the housing and a light source while at the same time maintaining the optical coupling with the light source. Accordingly, it is desirable to couple light from a light source to an optical light guide, where the optical light guide is freely rotatable about its axis. This is obtained by a locking mechanism of the housing where the light source is arrangeable. The locking mechanism includes a circumferential structure adapted to receive at least one radial locking member of the optical light guide. The circumferential structure is configured such that the optical light guide is rotatable about its axis in the locking mechanism while maintaining a spatial relationship between the end portion of the optical light guide and the light source.

Abstract: A method for handling biometric templates is disclosed for an authenticating device applying biometric authentication. The method comprises acquiring a set of biometric data associated with a prospect user, and acquiring a decryption key (associated with an encrypted biometric template associated with an enrolled user of the authenticating device) from a key carrying device external to the authenticating device responsive to the key carrying device being in a vicinity of the authenticating device. The method also comprises retrieving, from a storage medium, at least a part of the encrypted biometric template associated with the enrolled user, decrypting the retrieved part of the biometric template using the acquired decryption key and performing an attempt to authenticate the prospect user as the enrolled user based on a comparison between the acquired set of biometric data and the decrypted part of the biometric template.

Abstract: The present invention generally relates to a method for authenticating a user of an electronic device comprising a fingerprint sensor. The method comprises acquiring a sequence of verification images. Estimating, based on the images a first and a second verification force value indicative of a force applied by the object on the fingerprint sensor when the verification images were acquired. A verification image representation and a verification force value forms a verification template for each of the first and second images and forces. Matching the first and second verification template with at least one of a plurality of stored fingerprint enrolment templates in a respective first and second matching step. When the first and second matching steps each results in a positive match between the respective verification template and a respective one of the plurality of stored fingerprint enrolment templates, providing a signal indicating successful authentication of the user.

Abstract: The present invention generally relates to a method for transitioning a device controller comprised with an electronic device from an at least partly inactive mode to an at least partly active mode, the electronic device further comprising a pre-processing module and a fingerprint sensor configured to acquire image data. The invention also relates to a corresponding electronic device and to a computer program product.

Abstract: Decision-making equipment (22) is configured for link change decision-making using reinforcement learning. The decision-making equipment (22) is configured to track rewards (30-1, . . . 30-M) earned for, and outcomes (28-1, . . . 28-M) of, respective link change decisions (26-1, . . . 26-M). In some embodiments, possible outcomes of a link change decision to change a serving link of a wireless device to a target link include at least: a change of the serving link of the wireless device from the target link to another link; and a network-initiated disconnect of the wireless device from the target link. Regardless, the decision-making equipment (22) is also configured to make a link change decision (28-(M+1)) based on the tracked rewards (30-1, . . . 30-M) and outcomes (28-1, . . . 28-M).

Abstract: The present invention relates to a method for transitioning a device controller comprised with an electronic device from an at least partly inactive mode to an at least partly active mode, wherein the method comprises: determining the area portion of a finger detecting structure being touched by an object; determining a force applied on the fingerprint sensing device. When the area portion of the finger detecting structure being touched by the object exceeds a predetermined threshold area portion, and the force exceeds a predetermined threshold force value, transitioning, using the pre-processing module, the device controller from the at least partly inactive mode to the at least partly active mode. The invention also relates to such an electronic device.

Abstract: A deformable carrier assembly adapted to hold an elongate light guide in a vehicle, the deformable carrier assembly including: a first component adapted to receive and retain a first portion of the elongate light guide and including a break-away pin at an end thereof; and a second component adapted to receive and retain a second portion of the elongate light guide and including a loop structure at an end thereof; wherein the loop structure is adapted to engage the break-away pin and couple the first component to the second component; and wherein the break-away pin is adapted to be sheared off of the end of the first component and decouple the first component from the second component when a lateral force is applied to one or more of the first component and the second component.

Abstract: The disclosed subject matter generally relates to a lighting device including at least two optical output modules for jointly providing transformable output light. The transformable output light is transformable a diffuse light output and a light output that has higher contrast than the diffuse light. Accordingly, the inventors realized that an enhanced user experience for vehicle occupants is provided by a lighting device that can seamlessly transform its output light between diffuse light to more high contrast light. For example, a vehicle interior component may be illuminated with a diffuse light when it is in one state, e.g. when it is not used. In a second state, when the component is used or intended to be used, it may be illuminated with a high contrast light to provide the user with more helpful assist light.

Abstract: There is provided a computer implemented method for displaying a video stream of a scene (100) captured by a video capture device on a display of a client device.

Abstract: A housing for enabling coupling of light from a light source to an optical light guide. The housing allows for the optical light guide to rotate about its axis with respect to the housing and a light source while at the same time maintaining the optical coupling with the light source. Accordingly, it is desirable to couple light from a light source to an optical light guide, where the optical light guide is freely rotatable about its axis. This is obtained by a locking mechanism of the housing where the light source is arrangeable. The locking mechanism includes a circumferential structure adapted to receive at least one radial locking member of the optical light guide. The circumferential structure is configured such that the optical light guide is rotatable about its axis in the locking mechanism while maintaining a spatial relationship between the end portion of the optical light guide and the light source.

Abstract: The present invention relates to a method for transitioning a device controller comprised with an electronic device from an at least partly inactive mode to an at least partly active mode, wherein the method comprises: determining the area portion of a finger detecting structure being touched by an object; determining a force applied on the fingerprint sensing device. When the area portion of the finger detecting structure being touched by the object exceeds a predetermined threshold area portion, and the force exceeds a predetermined threshold force value, transitioning, using the pre-processing module, the device controller from the at least partly inactive mode to the at least partly active mode. The invention also relates to such an electronic device.

Abstract: A deformable carrier assembly adapted to hold an elongate light guide in a vehicle, the deformable carrier assembly including: a first component adapted to receive and retain a first portion of the elongate light guide and including a break-away pin at an end thereof; and a second component adapted to receive and retain a second portion of the elongate light guide and including a loop structure at an end thereof; wherein the loop structure is adapted to engage the break-away pin and couple the first component to the second component; and wherein the break-away pin is adapted to be sheared off of the end of the first component and decouple the first component from the second component when a lateral force is applied to one or more of the first component and the second component.