Abstract: A multi-sensor edge computing system can have at least a sensor assembly connected to an edge computing device and a downstream host. The sensor assembly may have a first sensor and a second sensor with the respective sensors being different. The edge computing device can be configured to identify a false reading of the first sensor in response to data captured by the second sensor.

Abstract: An orbital lathe for in situ resurfacing a fifth wheel kingpin, having a pin axis, where the orbital lathe includes a support column generally axially aligned with the pin axis of the kingpin, a cutting tool mounted to the support column for rotation about the pin axis and having a first positioning mechanism for moving the cutting tool at least radially relative to the pin axis, a second positioning mechanism for rotating the cutting tool about a centerline axis generally orthogonal to the pin axis, and a third positioning mechanism for moving the cutting tool parallel to the centerline axis, and a drive mechanism for rotating the cutting tool about the pin axis to cause the cutting tool to remove material from the kingpin. The position of the cutting tool in relation to the centerline axis determines a surface roughness of the kingpin. Another embodiment of the orbital lathe and a method are also disclosed.

Abstract: The invention provides a transgenic soybean event MON 87708 plant and plants, plant cells, seeds, plant parts, and commodity products derived from event MON 87708. The invention also provides polynucleotides specific for event MON 87708 and plants, plant cells, seeds, plant parts, and commodity products comprising polynucleotides specific for event MON 87708. The invention also provides methods related to event MON 87708.

Abstract: A device comprises an outer tube defining a longitudinal axis and comprising an aperture near a distal end thereof; a cutting element disposed within the outer tube and configured for rotation and movement across the aperture along the longitudinal axis, the cutting element comprising an engagement feature at a distal end thereof; and a distal tip comprising a tapered distal end and a proximal end that comprises a mating feature. The cutting element may be configured to rotate and cut tissue as it moves along the longitudinal axis across the aperture until the engagement feature at least partially engages the mating feature of the proximal end of the distal tip and entrains the distal tip in oscillation along the longitudinal axis and/or rotation.

Abstract: It is recognized herein that current cellular radio access technologies lack capabilities for both long range and low power usage devices. Public LPWAN networks are described herein that may use multiple network servers. Further, the network may distribute IoT devices (e.g., LoRa end nodes) across network servers. This may allow the public IoT networks to balance loads across network servers, to allow for redundancy of network servers, to provide differentiated services across network servers, and to permit roaming of end nodes across different public IoT networks, among other things.

Abstract: Methods and systems may be used for transfer learning of neural networks. According to one example, a method includes: grouping data objects of a first training set into a plurality of clusters; training a base model using a first cluster of the plurality of clusters, the base model being a neural network having a plurality of nodes; generalizing the base model to obtain a generalized base model, the generalizing the base model including setting a portion of the plurality of nodes to have random or predetermined weights; determining that the first cluster is, out of the plurality clusters, most similar to a second training set; and training the generalized base model using the second training set to obtain a trained model.

Abstract: The present invention relates to fermentable soluble fibers, such as soluble corn fiber (SCF), and its uses in increasing colonic bacteria populations, and edible compositions useful in increasing colonic bacteria populations.

Abstract: A cloud radio access network (C-RAN) includes a baseband controller communicatively coupled to a plurality of radio points (RP) via a fronthaul network. Each of the plurality of RPs are configured to exchange radio frequency (RF) signals with at least one user equipment (UE). At least one of the RPs is configured to determine a timing difference while synchronizing to the baseband controller; and determine a frequency error, between the RP and a neighboring base station, based on a radio environment monitoring (REM) procedure. A phase error is determined, between the baseband controller and the neighboring base station, phase error is determined based on the timing difference for the RP and baseband controller, and the frequency error for the RP and the neighboring base station.

Abstract: A device for removing labels from a label applicator in a produce labeling system is provided. The device includes a label pickup roller positioned in the downstream path of the label applicator. A spindle is positioned on the machine such that the label pickup roller can be positioned as described. When a label attempted to be applied to produce from the label applicator does not get applied for any reason, the pickup roller removes this unapplied label from the label applicator before the label applicator travels back to the label dispenser to receive another label for the next labeling cycle.

Abstract: The present publication discloses a method for manufacturing a circuit-board structure. In the method, a conductor layer is made, which comprises a conductor foil and a conductor pattern on the surface of the conductor foil. A component is attached to the conductor layer and the conductor layer is thinned, in such a way that the conductor material of the conductor layer is removed from outside the conductor pattern.

Abstract: Embodiments are disclosed of an airflow cooling solution for a battery backup unit (BBU) using a crossflow cooling module. The cooling module includes a housing with a module inlet and a module outlet positioned at a non-zero angle relative to each other. The module outlet has an area greater than the module inlet. A crossflow fan package is positioned in the cooling module housing. The crossflow fan package includes a fan housing having a fan inlet and a fan outlet; the fan inlet is fluidly coupled to the module inlet, and the fan outlet is fluidly coupled to the module outlet. One or more inlet air baffles form an inlet air channel between the module inlet and the fan inlet, and one or more outlet air baffles form a diverging outlet air channel between the fan outlet and the module outlet. The cooling module can distribute the airflow to a much wider area to the BBU module. Then a rack level crossflow air cooling configuration is proposed.

Abstract: Provided is a device configured to determine a power capacity of a battery of a vehicle, predict a first set of values indicative of amounts of power to be stored during a time interval by the battery, the power being generated by a renewable energy generator carried by the vehicle, and predict a second set of values indicative of amounts of energy to be consumed from the battery during the time interval based on previous energy consumption by the vehicle. The device is also configured to determine a score based on the power capacity, the first set of values, and the second set of values. The system is also configured to determine whether the score satisfies a threshold and, in response to a determination that the score satisfies the threshold, activate an internal combustion engine to charge to the battery.

Abstract: A passenger seat headrest includes a frame and a support band. The frame includes a main portion, a first side wing connected to the main portion, and a second side wing connected to the main portion distal from the first side wing. The support band is connected to the frame and extends from the first side wing to the second side wing.

Abstract: Systems and methods relating to fragmenting content based on metadata are disclosed. In one embodiment, metadata is obtained from data that is accessible from an interface. A content descriptor, based on at least a portion of the metadata, may be utilized to determine fragment size. The content descriptor value may be derived from multiple forms of metadata, such as for example, genre, sub-genre, presence of live media, and combinations thereof. The fragments may be either virtual or physically discrete segments or files. In one aspect, the value may be the sole basis for determining the fragment lengths. In another aspect of the embodiment, the division of the content is conducted such that each resultant fragment comprises a single frame type.

Abstract: An immersive content presentation system and techniques that can detect and correct lighting artifacts caused by movements of one or more taking camera in a performance area consisting of multiple displays (e.g., LED or LCD displays). The techniques include capturing, with a camera, a plurality of images of a performer performing in a performance area at least partially surrounded by one or more displays presenting images of a virtual environment. Where the images of the virtual environment within a frustum of the camera are updated on the one or more displays based on movement of the camera, and images of the virtual environment outside of the frustum of the camera are not updated based on movement of the camera. The techniques further include generating content based on the plurality of captured images.

Abstract: Methods and systems are provided for reconstructing images from measurement data using one or more deep neural networks according to a decimation strategy. In one embodiment, a method for reconstructing an image using measurement data comprises, receiving measurement data acquired by an imaging device, selecting a decimation strategy, producing a reconstructed image from the measurement data using the decimation strategy and one or more deep neural networks, and displaying the reconstructed image via a display device. By decimating measurement data to form one or more decimated measurement data arrays, a computational complexity of mapping the measurement data to image data may be reduced from O(N4), where N is the size of the measurement data, to O(M4), where M is the size of an individual decimated measurement data array, wherein M<N.

Abstract: Various embodiments relate to apparatuses and methods that can determine an amount of force on a tissue. An apparatus can include an optical fiber including a first end and a second end. An electronics module of the apparatus is coupled to the first end of the optical fiber. The electronics module can include a light emitter that can transmit light to the tissue over the optical fiber and a light sensor that can receive light over the optical fiber. The received light includes a component of the transmitted light reflected by the tissue. The electronics module can include a processor that can determine the amount of force on the tissue based on characteristic(s) of the reflected light. The apparatus can also include an end cap coupled to the second end of the optical fiber. The end cap can introduce the transmitted light into the tissue and receive the reflected light.

Abstract: A method, system and computer-usable medium are disclosed for capturing an image rendered by a target application. One general aspect includes a computer-implemented method for capturing an image, the method including: intercepting API calls made by a target application to a graphics display driver, where the API calls made to the graphics display driver by the target application are made using a graphics rendering API library; and using the intercepted API calls to construct a copy of a frame buffer of the image, where the copy of the frame buffer is constructed independent of the graphics display driver. Certain embodiments may include corresponding stand-alone and/or network computer systems, apparatus, and computer programs recorded on one or more computer storage devices, each configured to perform one or more of these actions.

Abstract: An expandable canopy tent frame includes two sets of four-bar linkage with overlapping and staggered central axial lines. The central axial hinge point and the side edge hinge point of the two linkage sets are aligned. The central axial hinge points have a lateral bar. The two ends of the lateral bar pass through the slide bushings on the side edge hinge points, and the slide bushings form the support with both sides of the lateral bar. The main structure has at least one fixed end and can be fixed on objects by utilizing that fixed end.

Abstract: The present invention is an attachable rolling plate assembly which can be attached as a single unit to a portable cutting tool to facilitate the safe rolling movement of the portable cutting tool on the workpiece. The invention comprises a frame assembly formed from a single piece of molded material such as fiber enriched high-impact nylon having a pair of oppositely disposed longitudinal sidewalls with damping strips extending therefrom, and a flat base portion having an opening through which a saw blade of a power saw extends. The plate has front and rear fastening members to retain a plate of a power cutting saw onto the rolling plate assembly. The invention also includes a cutting guide assembly to facilitate a straight cut, reduce torsional rotation of the saw blade and reduce kickback of the saw.