Abstract: The present application discloses a method and an apparatus for calibrating external parameters of an image acquisition device, a device and a storage medium, and relates to the technical field of vehicle positioning. The specific implementation solution is as follows: acquiring an image captured by the image acquisition device; determining a plurality of marking points on a calibration plate in the image; determining a first conversion matrix based on coordinates of each of the marking points in the image pixel coordinate system and the calibration plate coordinate system; determining a second conversion matrix based on coordinates of at least one wheel grounding point of the vehicle in the calibration plate coordinate system and the vehicle body coordinate system; and determining external parameters of the image acquisition device by using the first conversion matrix and the second conversion matrix.

Abstract: Systems, methods, and computer-readable media are described for a spectrum management service. A spectrum management service may be utilized to manage wireless spectrum licenses, which may associated with various license-holders, spectrum bands, and geographic regions. The spectrum management service may determine a utilization of various spectrum licenses based on capacity data and usage data from a wireless service provider, and may identify underutilized licenses and/or regions within a wireless network where additional spectrum may be required. The spectrum management service may further identify candidates for spectrum license swaps, analyze proposed or actual license swaps, identify transmissions outside of licensed areas, and analyze information from various sources to improve the efficiency of licensed spectrum usage.

Abstract: A messaging apparatus for sending a multimedia message includes a processor and a memory coupled to the processor and including instructions stored thereon. The instructions, when executed by the processor, cause the messaging apparatus to send display a list of multimedia contents on a screen based on a search term, receive a user's selection of one of displayed multimedia contents, obtain text content corresponding to the selected multimedia content, receive a user's selection of a graphical representation of the user's emotion, combine, in order, the selected multimedia content, as a first layer, the selected graphical representation of the user's emotion, as a second layer, and the text content, as a third layer, to generate a flattened multimedia message, and send the flattened multimedia message via a messaging application.

Abstract: A Wi-Fi wake-up receiver that receives wake-up signals encoded using orthogonal frequency division multiplexing based on-off keying (OFDM-OOK) modulation includes receiver circuitry having analog envelope detector circuitry configured to non-linearly down-convert an input signal and provide an energy signal for sampling by an analog-to-digital converter (ADC). A wake-up signal for waking up a main radio in a Wi-Fi device can be based on the digitized energy signal. The receiver circuitry can further include, upstream of the envelope detector circuitry and the ADC in the signal chain, an analog mixer for linearly down-converting the input signal and a low-pass filter for attenuating adjacent-channel interferer (ACI) signals prior to the non-linear down-conversion by the envelope detector circuitry. Sampling of the energy signal rather than the higher-bandwidth input signal yield power savings in the ADC and associated circuitry such as a modem.

Abstract: This disclosure describes techniques for renegotiating target wake time (TWT) parameters used for transmitting Bluetooth-encoded audio frames over one or more Wi-Fi channels. In some implementations, a software-enabled access point (softAP) paired with a peripheral device based on a Bluetooth protocol and associated with the peripheral device via a WLAN link transmits one or more first Bluetooth-encoded audio frames indicating a current time-to-play (TTP) value for audio data to the peripheral device over the WLAN link during a first TWT session. The softAP detects a change in the WLAN link, and obtains new TWT parameters and a new TTP value responsive to the detected change. The softAP indicates the new TWT parameters and the new TTP value to the peripheral device in conjunction with tearing down the first TWT session, and establishes a second TWT session with the peripheral device based at least in part on the new TWT parameters.

Abstract: A communications device configured to receive signals from an infrastructure equipment of a wireless communications network is provided. The communications device is configured to periodically switch, in accordance with a first periodic rate, between a primary active operating mode and a primary reduced power operating mode in accordance with a primary discontinuous reception, DRX, operation.

Abstract: Embodiments of this application disclose methods, systems, and devices for image region localization and medical image processing. In one aspect, a method comprises acquiring three-dimensional images of a target body part of a patient. The three-dimensional images comprise a plurality of magnetic resonant imaging (MRI) modalities. The method comprises registering a first image set of a first modality with a second image set of a second modality. After the registering, image features of the three-dimensional images are extracted. The image features are fused to obtain fused features. The method also comprises determining voxel types corresponding to voxels in the three-dimensional images according to the fused features. The method also comprises selecting, from the three-dimensional images, target voxels having a preset voxel type, obtaining position information of the target voxels, and localizing a target region within the target body part based on the position information of the target voxels.

Abstract: Techniques for input adaptation from disparate data sources for heterogeneous machine learning model execution are described. A preprocessing adapter can perform preprocessing of data obtained from edge devices to suit the input data characteristic requirements of one or more machine learning (ML) models. The preprocessing adapter can determine the input data characteristic requirements in a variety of ways, such as via analysis of the input layer of a ML model or through data variation testing and associated feedback resulting from output data generated by the ML model.

Abstract: Automatically initiating electronic communication including location sharing on a device in response to detecting a risk situation by initiating an emergency protocol on a mobile device in response to detecting by the mobile device a high risk situation. A setting is changed on the mobile device, as part of the emergency protocol, wherein the detection of the high risk situation is based on data received at the mobile device regarding a person using the mobile device. The setting including enabling location sharing for the device.

Abstract: A method identifies a type of object in a digital image. A user and/or one or more processors selects, from a plurality of partially overlapping sub-images of a digital image, a first sub-image and a second sub-image that overlap one another. The user/processors input the first sub-image into a neural network to create a first inference result that includes an overlapping inference result, for the overlapping area, that recognizes a partial portion of a specific type of object based on the overlapping area. The user/processors infer that the second sub-image creates a second inference result that recognizes a second portion of the specific type of object in the second sub-image based on the second sub-image and the overlapping inference result. The neural network identifies the specific type of object in the digital image based on the first and second sub-images being sub-images of a same type of object.

Abstract: It is disclosed a method for managing a PDU session in a wireless communication system and an apparatus for supporting the same. Particularly, a method for performing handover of a User Equipment (UE) performed by a source Radio Access Network (RAN) that includes a processor, a memory and a communication module in a wireless communication system may include determining to initiate handover to a target RAN; and transmitting a Handover Required message to a source Access and Mobility Management Function (AMF), and the handover is a handover in a case that there is no interface between the RANs or AMF change is required, and the Handover Required message includes a PDU session Identifier (ID) of an activated Protocol Data Unit (PDU) session.

Abstract: Methods, systems, and devices for wireless communication are described for one or more aspects of dynamically configuring an analog-to-digital converter (ADC). A user equipment (UE) may determine a set of supported ADC resolution sizes including one or more dynamically configurable bit quantities. The UE may transmit a capability message including an indication of the set of ADC resolution sizes to a base station. The UE may indicate, to the base station, a power consumption factor or a table of signal-to-quantization noise ratios (SQNR) per bit quantity supported by the UE's ADC. In some cases, the base station may enable, based on the set of ADC resolution sizes, clipping of a power amplifier and one or more associated precoding parameters, and may indicate the precoding parameters to the UE. The UE may select an ADC resolution size for processing received messages.

Abstract: Embodiments include methods for selective transmission of wake-up signals (WUS) to a user equipment (UE) by a network node in a RAN. Such methods include transmitting a WUS to the UE during a first occasion and, during one or more second occasions, monitoring for WUS feedback from the UE in response to the WUS. Such methods include, based on the results of the monitoring, selectively transmitting one or more further WUS to the UE during respective one or more third occasions. The WUS feedback can be received in various ways in different embodiments. In some embodiments, such methods include other operations after a predetermined number of repetitions of detecting no WUS feedback from the UE during second occasions and transmitting further WUS to the UE during third occasions. Other embodiments include complementary methods for a UE, as well as network nodes and UEs configured to perform such methods.

Abstract: Wireless communications systems and methods related to power saving over a forward link of a star topology of user equipment (UE) are provided. In some aspects, a first UE may monitor the forward link connecting a second UE to the first UE for a control message transmitted by the second UE to the first UE. The first UE may then establish an operational mode based on the result of the monitoring for the control message, such as but not limited to a power saving mode or an active mode.

Abstract: A communication system, apparatus, and method are provided including a portable public safety (PS) radio that scans a portable non public safety (non-PS) communication device having electronic press credentials stored therein. A server temporarily registers the portable non-PS communication device and electronic press credentials. The server monitors movement of the temporarily registered device for boundary violations within a public safety incident scene, and communicates a warning to the temporarily registered device in response to boundary violations. Electronic press scores are saved and used as a basis to determine access to future registration requests at future incident scenes.

Abstract: A method for rendering biological tissue sufficiently optically transparent for three-dimensional light microscopy imaging, comprising incubating biological tissue with an optical clearing solution, wherein the optical clearing solution comprises: (i) 20-50 wt % formamide, (ii) 10-90 wt % glycerol, and (iii) water as remainder. Also described herein is a method for ridding tissue of blood to make them amenable for optical clearing, comprising incubating biological tissue in a decolorizing solution, wherein the decolorizing solution comprises: (i) 0.5-3 wt % hydrogen peroxide, (ii) 0.05-1 wt % sodium azide, (iii) 5-20 wt % DMSO, and (iv) phosphate buffered saline as a remained.

Abstract: Methods, systems, and devices for wireless communications are described. Some networks, such as over-deployed integrated access and backhaul (IAB) networks operating in millimeter wave (mmW) bands, may experience high energy consumption if all nodes in the network are fully active at all times. Power utilization modes may mitigate energy consumption by allowing nodes to operate at varying levels of activity. A power utilization mode may include a fully active mode or may drop one or more functions that a fully active node may support, or may support less extensive configurations associated with one or more supported functions, as compared to the configurations associated with a fully active node. Nodes may request information regarding one or more nodes, request a change in power utilizations modes for itself, indicate another node should change modes, or may receive an indication to change modes.

Abstract: Systems, apparatuses, and methods for notification support in extended discontinuous reception mode. A base station and UE may configure eDRX communication. An indication may be received during the eDRX communication. The network may cache the indication. The network may modify the DRX configuration. The network may use a wake up signal. In response, the UE may receive the indication while achieving power savings from the eDRX configuration.

Abstract: An image processing method, an image processing device, an electronic apparatus, and a non-transitory computer-readable storage medium are provided. The image processing method includes: obtaining an original image; performing slicing processing on the original image to obtain multiple slice images of the original image; respectively processing the slice images through a first binarization model to obtain multiple slice binary images respectively corresponding to the slice images; performing stitching processing on the slice binary images to obtain a first binary image; processing the first binary image to obtain a pixel circumscribed contour image; processing the original image through a second binarization model to obtain a second binary image; synthesizing the second binary image and the first binary image according to positions of multiple circumscribed contour pixels in the pixel circumscribed contour image to obtain a synthetic image.

Abstract: A wireless telecommunication system comprises a base station and a terminal device (UE). The UE is configured to determine its mobility status and an associated reliability. The UE is configured to convey an indication of the mobility status and the reliability to the base station. The base station may then configure the UE for operation within the wireless telecommunications system in a manner that takes account of both the mobility status and the reliability for the mobility status. This can help optimise configuration settings for the UE which depend on device mobility.