Abstract: The technologies described herein are generally directed to modeling radio wave propagation in a fifth generation (5G) network or other next generation networks. For example, a method described herein can include, for a network application, identifying, by a system comprising a processor, a first performance characteristic of first base station equipment, wherein the first base station equipment is actively communicating with a user equipment via a first network connection. The method can further include, based on the first performance characteristic being in a condition in relation to a first threshold, determining, by the system, to execute a handover of the user equipment to a second network connection with second base station equipment, resulting in a handover determination. Further, the method can include, based on the handover determination, facilitating, by the system, executing the handover of the user equipment to the second network connection.

Abstract: The invention relates to a two-dimensional (2D) virtual clothing fitting system using machine learning technology and a deterministic classification algorithm. The system allows the construction of a two-dimensional (2D) digital interactive image between a cloth and the user's body instead of using a graphic engineer to simulate it. Machine learning models of image processing combined with a deterministic classification algorithm reproduce the user's image combined with the garment image and transform the cloth image according to the user's size.

Abstract: A mobile device performs an alternative interaction with an entity device using optical absorption spectroscopy, such as when a traditional network connection is unavailable between the mobile device and the entity device.

Abstract: A service management system may include an intake interface builder interface, which allows administrators to create and edit intake interfaces for use in a help desk. Through that interface, the administrator may also create and edit field elements to be displayed and used as input items in an issue tracking platform. The intake interface builder may include a field region, which displays retrieved fields selected and sorted in accordance to a criteria. For example, the criteria may be based on user logs, semantic similarity, relatedness to other selected fields, and the like. This selection and sorting of fields allows administrators to quickly find and create intake interfaces.

Abstract: An algorithm for selecting a new suitable AP for STAs in a mesh network and a method for exchanging data between APs built according to the IEEE 1905.1 standard. The active search helps reduce the latency when STAs move in the coverage area of the mesh network, ensuring service performance and maintaining stable connections. The vender message are specifically defined to ensure that the roaming process is not interrupted and that the service remains stable during the transition.

Abstract: A method (40) for detecting any throttling losses (11) in a hydrogen tank system (10), characterized by the following features: before access to the hydrogen tank system (10), a course (30) of pressure and temperature (31) expected for the access without the throttling losses (11) is determined at different measuring points in the hydrogen tank system (10), the pressure and the temperature (31) at the measuring points are continuously recorded during the access, and the throttling losses (11) are detected on a case-by-case basis on the basis of the deviation (33) of the pressure or the temperature (31) from the expected course (30).

Abstract: In an embodiment, a method includes receiving a plurality of images having a plurality of image types. The method further includes, for each image type from the plurality of image types and to generate a plurality of subsets of images, identifying a subset of images from the plurality of images being that image type using an image classifier. The method further includes, for each subset of images from the plurality of subsets of images, performing feature extraction on each image from that subset of images to generate features associated with that image. The method further includes inputting the features associated with each image from that subset of images to a trained ML model from a plurality of trained ML models to generate an output indicating whether a collectible associated with that image is authentic or counterfeit.

Abstract: Embodiments disclosed herein relate to systems and methods for adapting ambulatory infusion pump systems to operate with different types of continuous glucose monitoring (CGM) sensors. Infusion pump systems as disclosed herein can include software configured to store characteristics for different types of CGM sensors and can interface with a given type of CGM sensor based on specific characteristics and requirements of the given type of sensor.

Abstract: The present invention relates to a multi-source bi-directional onboard charger. The bi-directional onboard charger comprises input relays, an AC/DC converter, a staged circuit, and a DC/DC converter. The charger can either charge a battery by a power supplier or supply power to external loads by discharging the battery. The input relays are configured to accommodate multiple power sources including single-phase AC, three-phase AC, and DC power sources. Using relays and means for controlling the AC/DC converter with the staged circuit, the staged circuit is configured to perform various functions including a power decoupling circuit to replace electrolytic capacitor. The magnet of the DC/DC converter is optionally configured to be a 4-winding coupled inductor.

Abstract: Provided is a method for positioning a medical device for cutting an object in a blood vessel, the medical device including: a drive shaft that is rotatable; a cutter disposed on the distal side with respect to the drive shaft; a drive unit that rotates the drive shaft; and an outer tube shaft that rotatably accommodates the drive shaft.

Abstract: A tissue retrieval system including a tissue retrieval bag deployable by an actuator from an introducer and suspended in an open configuration by support arms can be serially redeployed between a partially or fully stowed configuration and a first deployed configuration to be used in procedures to collect multiple samples. The system can include defeasible proximal and distal stop mechanisms to limit movement of the actuator for serial redeployment. The tissue retrieval system can include a retention latch to couple a bead of the tissue retrieval bag to the actuator with the retrieval bag in the first deployed position and a user-selectable deployment release to allow deployment of the retrieval bag to a fully deployed position where it is released from the actuator. A bead stop is positioned to engage the introducer to prevent reintroduction of the bead and bag into the introducer once the bag has been fully deployed.

Abstract: The invention relates to a method of calculating gating scores in the pulse-Doppler radar using a combination of position, power, size of detection and ambiguous Doppler measurement data to effectively overcome the phenomenon of wrongly assigning detections to the target trajectory and creating false targets in noise regions. The method intelligently merges position, power, detection size and ambiguous Doppler measurement data information of the detections in the algorithm of calculating gating score to solve the problem of selection and disputation detections. The method is carried out through two steps, step 1: determine statistical quantities from the standard data set; step 2: gating selection algorithm.

Abstract: Methods of making orally available softgels includes pre-wetting a probiotic with an edible oil to produce a wetted supplement, wherein the edible oil is present in a range of 25% to 75% by weight of a total weight of the probiotic and edible oil, heating the wetted supplement to a temperature in a range of 35° C. to 40° C., blending the wetted supplement and a molten chocolate component together to produce a liquid fill material, encapsulating the liquid fill material in a softgel coating to produce an orally available softgel, and cooling the orally available softgel to have a softgel capsule shell comprising 5% to 15% by weight water. The fill material is a solid at room temperature in the cooled orally available softgel.

Abstract: A computer system comprising a processor and a memory storing instructions that, when executed by the processor, cause the computer system to perform a set of operations. The set of operations comprises collecting domain attribute data comprising one or more domain attribute features for a domain, collecting sampled domain profile data comprising one or more domain profile features for the domain and generating, using the domain attribute data and the sampled domain profile data, a domain reputation assignment utilizing a neural network.

Abstract: A determination is made that anomaly analysis is to be performed with respect to an application. An anomaly score of the application is generated with respect to observed values of a plurality of metrics of the application. Generation of the anomaly score comprises computing an anomaly score contribution associated with an analysis of a correlation between values of a pair of metrics of the application. In response to a detection that the anomaly score exceeds a threshold, an anomaly response operation is initiated.

Abstract: Systems, apparatuses, and methods for more efficiently and effectively determining the accuracy with which a human evaluates a set of data, as this may reduce the error in the assessment of a model's performance. This can be helpful in situations where human inputs are used to confirm the output of a machine learning generated classification and in situations where it is desired to evaluate the accuracy of data that may have been labeled or annotated by a human curator. This may assist in reducing the need for new validation/test data when evaluating a new model. The system and methods described can be used to evaluate the accuracy of a trained Machine Learning (ML) model, and as a result, allow a comparison between models based on different ML algorithms.

Abstract: An insertion device for inserting a catheter into a patient's body can include needle insertion, guidewire advancement, catheter insertion, and needle shielding in a single device. The insertion device can include a housing with a needle distally extending therefrom. A catheter can be pre-disposed over the needle such that the catheter is disposed substantially external to the housing. A guidewire can be included, as well as an advancement assembly that is configured to selectively advance the guidewire out of a distal opening of the needle. The needle of the insertion device can include a flash indicator configured to indicate the presence of fluid within the needle lumen. The flash indicator can include an absorbent material disposed about the needle. The absorbent material can include a tether. The insertion device can include a needle safety component. The safety component can include a locking element and a cam component.

Abstract: A cartridge for an e-vaping device includes a housing extending along a longitudinal axis of the cartridge, and an outlet-end insert coupled to the outlet end of the housing. The housing at least partially encloses a pre-vapor formulation reservoir and a vapor generator of the cartridge and further channels light via internal reflection through an interior of the housing. The outlet-end insert includes an outlet in flow communication with the vapor generator, directs the vapor generated by the vapor generator out of the cartridge through the outlet, and further emits the light channeled through the interior of the housing. One or more properties of the light are controllable.

Abstract: A storage device includes a non-volatile memory device including a plurality of memory blocks; and a memory controller configured to control a garbage collection operation of copying valid data of a source block among the plurality of memory blocks to a destination block. The memory controller is configured to read a logical address stored in a page included in the source block, determine a validity of user data stored in the page included in the source block based on the logical address, read the valid data, which includes the user data determined to be valid, from the non-volatile memory device, and perform a write operation on the destination block by transferring the read valid data to the non-volatile memory device.