Abstract: Systems, methods, and machine-storage mediums for optimizing snapshot image processing are described. The system receives a first read request to read data from optimized snapshot information including snapshot information and cached snapshot information. The first read request includes a first offset identifying a first storage location and a first length. The snapshot information includes a full snapshot and at least one incremental snapshot. The system identifies a first portion of the data is stored in the snapshot information responsive to identifying the first portion of the data is not stored in the cache snapshot information. The system identifies a second portion of data is stored in the optimized snapshot information, reads the first portion of data and the second portion of data from the optimized snapshot information, and communicates the data, including the first and second portions of the data, to the job.

Abstract: A system and method is disclosed where an operating state may be determined by selecting one or more transmitting nodes for transmitting one or more radio-frequency (RF) signals. One or more receiving nodes may receive the one or more RF signals that may include one or more channel state data. The operating state may be determined based on one or more features extracted from the one or more channel state data. Another system and method is disclosed where a range compensation value may be determined by transmitting a radio-frequency (RF) signal from at least one transmitting node. The one or more receiving nodes may receive the RF signal and a channel state data may be estimated using the signal. The range compensation value may be determined using the channel state data and a position value indicating a location of the at least one transmitting node.

Abstract: A system for assisting drivers and riders to find each other in a ride-hailing service is provided. A driver device may communicate with a rider device. The driver device may receive GPS coordinates of the rider device such that the relative location of the rider device can be determined via GPS. In response to the rider device being within a threshold distance from driver device, the rider device and driver device can connect via Wi-Fi to share data to improve the locational ability of the system. At least one processor can receive Wi-Fi data packets from the rider device, measure and extract channel state information (CSI) from the Wi-Fi data packets, execute an angle of arrival (AoA) application to determine the angle of arrival based on the CSI, and display a location of the rider based on the determined angle of arrival from the CSI.

Abstract: Occupancy sensing using ultra-wideband (UWB) keyless infrastructure is provided. Channel impulse response (CIR) measurements are received from a plurality of UWB transceiver nodes arranged about a plurality of locations. A classification model it utilized to predict occupancy of each of the plurality of locations based on CIR tensors formed from the CIR measurements for each of the UWB transceiver nodes.

Abstract: Systems and methods for detecting symptoms of occupant illness is disclosed herein. In embodiments, a storage is configured to maintain a visualization application and data from one or more sources, such as an audio source, an image source, and/or a radar source. A processor is in communication with the storage and a user interface. The processor is programmed to receive data from the one or more sources, execute human-detection models based on the received data, execute activity-recognition models to recognize symptoms of illness based on the data from the one or more sources, determine a location of the recognized symptoms, and execute a visualization application to display information in the user interface. The visualization application can show a background image with an overlaid image that includes an indicator for each location of recognized symptom of illness. Additionally, data from the audio source, image source, and/or radar source can be fused.

Abstract: Occupancy sensing using ultra-wideband (UWB) keyless infrastructure is provided. Channel impulse response (CIR) measurements are received from a plurality of UWB transceiver nodes arranged about a plurality of locations. A classification model it utilized to predict occupancy of each of the plurality of locations based on CIR tensors formed from the CIR measurements for each of the UWB transceiver nodes.

Abstract: A computer implemented method for synchronizing multi-tenant single sign-on configuration. Utilizing a combination layer that is configured a single time to interact with a trust application at an identity provider. The combination layer is also configured to interact with the service provider and manages the security token and authentication state of the user. The identity provider can create a single long-lived trust application that is only responsible for redirecting to the combination layer, rather than a creating plurality of short-lived applications that redirect to a service provider every time a user login request is received. Thus, resulting in improved utilization of computing resources at the identity provider.

Abstract: Occupancy sensing using ultra-wideband (UWB) keyless infrastructure is provided. Channel impulse response (CIR) measurements are received from a plurality of UWB transceiver nodes arranged about a plurality of locations. A classification model it utilized to predict occupancy of each of the plurality of locations based on CIR tensors formed from the CIR measurements for each of the UWB transceiver nodes.

Abstract: Embodiments of a backscatter communication system and methods of using the system are disclosed. The system may comprise a first short-range wireless communication (SRWC) device, a second SRWC device, and a backscatter node. The first SRWC may comprise a processor and memory storing a plurality of instructions executable by the processor, the plurality of instructions comprising, to: determine a first and second sets of link parameters for a radio frequency (RF) signal; determine a selected set of link parameters for backscatter communication, wherein the selected set of link parameters is one of the first or second sets of link parameters; share the selected set of link parameters with a second SRWC device; and following backscatter communication using the selected set of link parameters via the RF signal, iteratively update the first and second sets of link parameters and correspondingly iteratively re-determine, share, and update the selected set of link parameters.

Abstract: Embodiments of a backscatter communication system and methods of using the system are disclosed. The system may comprise a backscatter node, comprising: an antenna circuit; and a wake-up circuit coupled to the antenna circuit. The wake-up circuit may be configured to, using pattern correlation, identify at least one predefined waveform within a radio frequency signal and in response to the identification, enable a receiver circuit.

Abstract: The present disclosure provides methods for treating obstructive sleep apnea (OSA) and OSA induced cardiorespiratory diseases. The disclosure provides, inter alia, methods for treating or alleviating: OSA or OSA induced hypertension, cardiac arrhythmias, myocardial ischemia, sudden cardiac death or stroke, by administering oxytocin. The disclosure further provides methods for improving sleep satisfaction in OSA patients by administering oxytocin.

Abstract: A computer implemented method for synchronizing multi-tenant single sign-on configuration. Utilizing a combination layer that is configured a single time to interact with a trust application at an identity provider. The combination layer is also configured to interact with the service provider and manages the security token and authentication state of the user. The identity provider can create a single long-lived trust application that is only responsible for redirecting to the combination layer, rather than a creating plurality of short-lived applications that redirect to a service provider every time a user login request is received. Thus, resulting in improved utilization of computing resources at the identity provider.

Abstract: Methods for automatic and intelligent incident routing are performed by systems and apparatuses. The methods intelligently optimize routing of incidents to correct owners from a pool of many possible owners by utilizing learning models and algorithms based on feature vectors. Users provide information related to incidents of services or systems. The information is cleaned and featurized to generate a feature vector for the incident. The systems and apparatuses intelligently and automatically determine sets of candidate recipients based on outputs of algorithms, e.g., machine learning algorithms, such as classifiers using the feature vectors as inputs. Classifiers may utilize models or algorithms trained with featurizations used for feature vectors. Sets of candidate recipients are provided to users for selection of a recipient for the information from the set of candidate recipients instead of from all the possible recipients.

Abstract: The present invention relates to high drug load pharmaceutical compositions comprising eslicarbazepine or its pharmaceutically acceptable salts, esters, solvates, polymorphs, enantiomers or mixtures thereof. The present invention also relates to a process for preparing high drug load solid oral pharmaceutical composition comprising eslicarbazepine acetate and at least one pharmaceutically acceptable excipient. The prior art highlights various technical challenges for formulation development of eslicarbazepine acetate at lab as well as at industrial scale and offer restrictive and complex approach for resolution of technical challenges. Compositions of eslicarbazepine acetate prepared as per present invention, wherein disintegrant and/or binder is present in either intra-granular part or in extra-granular part of the composition exhibited desirable technical attributes like comparable dissolution and bioequivalence against reference listed drug.

Abstract: Aspects of the present disclosure relate to modularizing and embedding modules across a variety of web applications. More specifically, the present disclosure provides an adaptive UI module to web application servers that adapts its format upon evaluating an environment of the web application and receiving a user request for supplemental information. For example, a single adaptive UI module may be used across a variety of web applications, with a variety of requests for supplemental content from within each web application, to generate multiple, unique formatted UI modules. In this way, a single adaptive UI module may generate formatted UI modules specific to the formatting requirements of each requesting web application, with supplemental content related to each unique user request from within each web application.

Abstract: An apparatus comprising a wireless transceiver configured to communicate packet data with a mobile device associated with one or more persons in a vicinity of the wireless transceiver, and a controller in communication with the wireless transceiver and a camera, the controller configured to receive a plurality of packet data from one or more person, wherein the packet data includes at least amplitude information associated with the wireless channel communicating with the wireless transceiver and receive images from the camera containing trajectory of motion of individuals, performs detection, tracking, and pseudo-identification of individuals by fusing motion trajectories from wireless signals and camera images.

Abstract: The present invention relates to high drug load pharmaceutical compositions comprising Eslicarbazepine or its pharmaceutically acceptable salts, esters, solvates, polymorphs, enantiomers or mixtures thereof. The present invention also relates to a process for preparing high drug load solid oral pharmaceutical composition comprising Eslicarbazepine acetate and at least one pharmaceutically acceptable excipient. The prior art highlights various technical challenges for formulation development of Eslicarbazepine acetate at lab as well as at industrial scale and offer restrictive and complex approach for resolution of technical challenges. Compositions of Eslicarbazepine acetate prepared as per present invention, wherein disintegrant and/or binder is present in either intra-granular part or in extra-granular part of the composition exhibited desirable technical attributes like comparable dissolution and bioequivalence against reference listed drug.

Abstract: Systems, methods, and machine-storage mediums for optimizing snapshot image processing are described. The system receives a first read request to read data from optimized snapshot information including snapshot information and cached snapshot information. The first read request includes a first offset identifying a first storage location and a first length. The snapshot information includes a full snapshot and at least one incremental snapshot. The system identifies a first portion of the data is stored in the snapshot information responsive to identifying the first portion of the data is not stored in the cache snapshot information. The system identifies a second portion of data is stored in the optimized snapshot information, reads the first portion of data and the second portion of data from the optimized snapshot information, and communicates the data, including the first and second portions of the data, to the job.

Abstract: An apparatus comprising a wireless transceiver configured to communicate packet data with a mobile device associated with one or more persons in a vicinity of the wireless transceiver, and a controller in communication with the wireless transceiver and a camera, the controller configured to receive a plurality of packet data from one or more person, wherein the packet data includes at least amplitude information associated with the wireless channel communicating with the wireless transceiver and receive images from the camera containing trajectory of motion of individuals, performs detection, tracking, and pseudo-identification of individuals by fusing motion trajectories from wireless signals and camera images.

Abstract: The present disclosure provides methods for treating obstructive sleep apnea (OSA) and OSA induced cardiorespiratory diseases. The disclosure provides, inter alia, methods for treating or alleviating: OSA or OSA induced hypertension, cardiac arrhythmias, myocardial ischemia, sudden cardiac death or stroke, by administering oxytocin. The disclosure further provides methods for improving sleep satisfaction in OSA patients by administering oxytocin.