Abstract: A machine learning architecture employs two machine learning networks that are joined by a statistical model allowing the imposition of a predetermined statistical model family into a learning process in which the networks translate between and data types. For example, the statistical model may enforce a Gaussian conditional probability between the latent variables in the translation process. In one application, MRI images may be translated into PET images with reduced mode collapse, blurring, or other “averaging” type behaviors.

Abstract: A method and a system for material design utilizing machine learning are provided, where the underlying joint distribution p(S,P) of structure (S)-property (P) relationships is explicitly learned simultaneously and is utilized to directly generate samples (S,P) in a single step utilizing generative techniques, without any additional processing steps. The subspace of structures that meet or exceed the target for property P is then identified utilizing conditional generation of the distribution (e.g., p(P)), or through randomly generating a large number of samples (S,P) and filtering (e.g., selecting) those that meet target property criteria.

Abstract: Provided are methods for estimating a Reserve Strength Ratio in a segment of a blood vessel or a lymphatic vessel.

Abstract: A method performed by a Radio Access Management Function (RAMF) for handling connectivity to a data network is disclosed. The RAMF receives, from a UE, a request associated with connectivity to the data network for an application having a subscription ID. The RAMF selects, based on at least a part of the subscription ID, which Session Management Function the request should be forwarded to, and forwards the request to the selected Session Management Function.

Abstract: This Application describes mechanisms to transfer cellular service plans and associated credentials efficiently between wireless devices. Information regarding transferability of cellular services for SIMs/eSIMs to a wireless device are obtained from locally stored or remotely accessible cellular service information and/or associated mobile network operator (MNO) information. Access to network-based servers to determine transferability and/or to effect transfer can use non-cellular connections when available. Transferability information can be presented to a user to narrow selection of cellular service plans to transfer.

Abstract: Apparatus for electronically quantifying conditions of a person and an environment containing the person, as well as a sequence of positions occupied by the person and a direction the person faced at those positions. Wireless communications track a series of positions over time and provide user interfaces indicating where a person has been and who the person has come within a minimum distance of. Sensors may be operative to provide ongoing evaluation of a condition of the person, such as a body temperature and heartrate which may trigger an alarm state if the body temperature rises above a specified value. Electronic sensors may also be quantify environmental conditions over time and present the conditions in the user interface.

Abstract: Augmented reality apparatus and methods of use are provided with secure persistent digital content linked to a location coordinates. More specifically, the present invention links a physical location with digital content to enable a user interface with augmented reality that combines aspects of the physical area with location specific digital content. According to the present invention, digital content remains persistent with a location even if visual aspects of the location change.

Abstract: Disclosed herein is a method of transmitting a sidelink signal by a user equipment (UE) in a wireless communication system including selecting a plurality of resources from two or more frequency resources, and transmitting a sidelink signal based on the plurality of selected resources, wherein the UE selects the plurality of resources based on i) continuity of frequency resources ii) maximum power reduction (MPR) in sequence.

Abstract: An AMF node (2) manages a UE context regarding a UE (1). The UE context includes a) a set of allowed network slice identifiers indicating one or more network slice identifiers currently allowed to the UE (1), and b) a set of pending network slice identifiers indicating one or more network slice identifiers for which a Network Slice-Specific Authentication and Authorization (NSSAA) procedure is pending. If the AMF (2) triggers initiation of a re-authentication and re-authorization procedure for a first network slice identifier currently allowed to the UE (1), it removes the first network slice identifier from the allowed set and store the same in the pending set. This, for example, allows the AMF to manage the UE context appropriately.

Abstract: The present disclosure provides a positioning method of a target node in a wireless ad hoc network, including: performing an initial positioning to obtain a first positioning result for the target node; determining, based on the first positioning result and a second positioning result for an other node in the wireless ad hoc network, whether a positioning error exists in the first positioning result or not, wherein the second positioning result at least contains an accurate second positioning result; and calculating a third positioning result for the target node based on the accurate second positioning result, in response to determining a positioning error exists in the first positioning result. The present disclosure further provides a positioning apparatus of a target node in a wireless ad hoc network, an electronic device, and a storage medium.

Abstract: A method for accessing a local network includes: subscribing, by a network device, to service area change information of user equipment, where the service area change information of the user equipment indicates that the user equipment enters or leaves a service area of the local network; receiving, by the network device, the service area change information of the user equipment; and performing, based on the received service area change information, policy control for the user equipment accessing or leaving the local network. In this way, access to the local network is accurately controlled, and is not affected by wireless network planning and adjustment, which greatly enhances user experience in use of the local network.

Abstract: Methods and apparatus for determining information about an item of equipment in a direction of interest based upon coordinates derived from wireless communication between wireless transceivers. A smart device assembly is operative to communicate via multiple antennas with a reference point transceiver. A set of coordinates is generated indicating a relative position and/or angle of the wireless transceiver in relation to the reference position transceiver. A query may be made based upon the relative position and angle of the wireless transceiver in relation to the reference position transceiver. A response to the query may include a human readable interface indicating one or more of: direction of travel, a virtual image based upon location and location and direction, and annotative and pictorial information.

Abstract: A wireless device, receives, from a non-terrestrial network (NTN) node, a geographical zone configuration parameter. The wireless device determines a first zone identity of the wireless device based on the geographical zone configuration parameter and a first geographical location of the wireless device. The wireless device sends, to an access and mobility management function (AMF), a first registration request message indicating the first zone identity. The wireless device sends, to the AMF, a second registration request message indicating a second zone identity.

Abstract: Apparatus and methods for enhanced wireless determination of a position and direction of a smart device are describe which support the display of a virtual tag upon a user interface of the smart device. Wireless transceivers controlled by the smart device communicate with reference point transceivers to generate data sufficient to determine relative positions of the wireless transceivers and a direction of interest. Operation of LIDAR may be operative to verify the position and direction of the Smart Device as well as a topography of the environment.

Abstract: A method and apparatus may be used in wireless communications. The apparatus may be an access point (AP), and may transmit a power save frame. The power save frame may include one or more Uplink (UL) Transmission Times (ULT)s. The apparatus may determine that a station (STA) did not transmit during its respective ULT. The AP may transmit another power save frame. The other power save frame may include a modified ULT. The modified ULT may be for a STA that did not transmit during its respective ULT. The other power save frame may include an unmodified ULT. The unmodified ULT may be for a STA that did not transmit.

Abstract: Methods and apparatus for display of digital content associated with a location in a wireless communications area. A user interface is generated with a digital representation of energy levels received into an energy receiving sensor, such as a CCD. The user interface includes interactive portions based upon positions in a wireless communication area. The interactive portions may be activated to display the digital content in a user interface.

Abstract: A device may include a processor. The processor may be configured to: assign, within a first wireless network, an access point name (APN) to a first gateway for a shared network. The first wireless network includes the first gateway. A second wireless network includes a second gateway for the shared network, and the second gateway is assigned the APN within the second network.

Abstract: This disclosure provides systems, devices, apparatus and methods, including computer programs encoded on storage media, for providing uplink broadcast service connectivity via a wireless local area network (WLAN). In some implementations, a wireless device may transmit an uplink communication to an access point (AP) that supports uplink broadcast services, and the AP may forward the uplink communication to a remote destination indicated in the uplink communication. In some implementations, the wireless device may be in an unassociated state and may transmit the uplink communication without establishing a formal wireless session with the AP. The uplink communication may include a request for the AP to embed AP-provided data to the uplink communication before forwarding it the remote destination. This disclosure includes techniques to prevent flooding and unauthorized uplink communications being used for a denial of service attack on the remote destination.

Abstract: A parameter synchronization method is implemented in a computing device. The parameter synchronization method includes importing a deep learning training task of a preset model into a server communicatively coupled to the computing device, recording a preset number of iterative processes during the deep learning training, dividing each iterative process into a number of phases according to time, determining whether a time ratio of an H2D phase, a D2H phase, and a CPU phase in each iterative process is greater than a preset value, and confirming the server to use a copy mode for performing parameter synchronization when the time ratio of the H2D, D2H, and CPU phases is determined to be greater than the preset value.

Abstract: Apparatus and methods of artificial intelligent based provision of digital content where and when the digital content is needed based upon where a user is located and a purpose for accessing the content as well as credentials of a user seeking to access the digital content. Persistent digital content is linked to location coordinates. More specifically, the present invention links a physical onsite location with digital content to enable a user interface with augmented reality that combines aspects of the physical area with location specific digital content. In addition, access to digital content may be limited to users in defined access areas.