Abstract: Sensor data identifying an emergency vehicle approaching the autonomous vehicle may be received. A predicted trajectory for the emergency vehicle may be received. Whether the autonomous vehicle is impeding the emergency vehicle may be determined based on the predicted trajectory and map information identifying a road on which the autonomous vehicle is currently traveling. Based on a determination that the autonomous vehicle is impeding the emergency vehicle, the autonomous vehicle may be controlled in an autonomous driving mode in order to respond to the emergency vehicle.

Abstract: A method and an apparatus for controlling a transmission power, and a storage medium. The method includes: determining a target number of transmission cycles according to a service scenario of an electronic device, wherein a preset time window is divided into the target number of transmission cycles, and the preset time window is a test cycle used in a specific absorption rate (SAR) test of the electronic device; determining at least one of an upper limit value or a lower limit value of a transmission power corresponding to each transmission cycle, wherein an average value of transmission powers in the preset time window complies a SAR requirement; and controlling the electronic device to transmit and receive signals using a corresponding transmission power in each transmission cycle.

Abstract: Provided are a method and device for magnetic resonance parameter imaging, medical equipment, and a storage medium. The method comprises: performing acceleration sampling with respect to an image to be reconstructed of an observation target in a preset parameter direction to acquire K-space data corresponding to the image to be reconstructed, calculating, on the basis of the K-space data and of a parameter relaxation model, a parameter value and a compensation coefficient of the image to be reconstructed, generating, on the basis of the compensation coefficient, a compensation image corresponding to the image to be reconstructed, calculating, on the basis of the compensation image, respectively a low-rank part and a sparse part of the image to be reconstructed so as to update the compensation image.

Abstract: The present disclosure provides a signal processing method, comprising: obtaining a Doppler ultrasound signal; converting two adjacent groups of ultrasound signals of the Doppler ultrasound signal into frequency domain signals, and obtaining a result of the signal filling by filling missing ultrasound signals in a preset time period based on the frequency domain signals, the preset time period being an acquisition time interval of the two adjacent groups of ultrasound signals; and determining a target Doppler ultrasound signal based on the result of the signal filling.

Abstract: A method and an apparatus for adjusting antenna radiation power includes adjusting antenna radiation power includes: acquiring a power index identification of a triggered SAR sensor group; acquiring target radiation power corresponding to the power index identification according to a first mapping relationship; and determining a corresponding radiator according to a second mapping relationship and the SAR sensor group and adjusting radiation power of the radiator into the target radiation power. The method and apparatus may be incorporated in an electronic device.

Abstract: The present invention discloses an intelligent image sensing device for sensing-computing-cloud integration based on a federated learning framework. The device comprises: intelligent image sensors, edge servers and a remote cloud, wherein the intelligent image sensor is used for perceiving and generating images, and uploading the images to the edge server; the edge server is used as a client; the remote cloud is used as a server; the clients train a convolutional fuzzy rough neural network based on the received images and the proposed federated learning framework; and the intelligent image sensors download the weight parameters of the trained convolutional fuzzy rough neural network from the clients, and classify and recognize the images based on the trained weight parameters. The present invention searches a lightweight deep learning architecture through neuroevolution, and deploys the lightweight deep learning architecture in the image sensors to automatically discriminate and analyze the perceived images.

Abstract: A method is proposed for tensor processing. A first tensor is obtained to be applied attention, the first tensor representing a batch of inputs with variable sequence lengths. The first tensor is divided into a plurality of matrices based on the number of inputs of the batch and the number of heads of the attention, wherein a matrix of the plurality of matrices has a dimension corresponding to the sequence length of an input of the batch and a dimension corresponding to a head size of the attention. A second tensor is generated by applying the attention to the plurality of matrices respectively based on a grouped matrix multiplication, wherein a resulting matrix of the grouped matrix multiplication comprises a plurality of tiles each of which is computed by a set of threads with a shared memory. Therefore, the computations on useless tokens are avoided.

Abstract: A battery cell, a battery module, a battery pack, and an electrical apparatus are provided. The battery cell includes an intermediate portion and side portions located on two sides of the intermediate portion in a thickness direction, the intermediate portion comprising m battery cell sub-units and the side portions comprising n battery cell sub-units, where m+n is an integer greater than or equal to 3. Each of the battery cell sub-units comprises a positive electrode sheet, a negative electrode sheet and a separator arranged between the positive electrode sheet and the negative electrode sheet, and each of the m battery cell sub-units has a dry battery cell nail penetration short-circuit resistance greater than that of each of the n battery cell sub-units.

Abstract: Disclosed is a nitrile derivative compound represented by formula (I), a stereoisomer, a deuterated product, a co-crystal, a solvate or a pharmaceutically acceptable salt thereof, wherein each group is as defined in the description. The compound has dipeptidyl peptidase 1 inhibitory activity and can be used to prepare a drug for treating diseases including obstructive airway diseases, bronchiectasis, cystic fibrosis, asthma, emphysema, and chronic obstructive pulmonary diseases.

Abstract: In one embodiment, a method of preparing a round fiber optic cable includes applying a cable orientation guide to a portion of the fiber optic cable. The fiber optic cable includes a jacket, a first strength member, a second strength member, and an optical fiber. The strength members and the optical fiber are disposed within the jacket along a strength axis. Applying the cable orientation guide rotates the fiber optic cable such that the strength axis is positioned along a preferential axis. The method further includes forming a punched area in the jacket. The method also include removing a portion of the jacket forward of the punched area to provide a flat end face defined by the punched area for attaching the cable to a retention body of a fiber optic connector.

Abstract: In one embodiment, a method of preparing a round fiber optic cable includes applying a cable orientation guide to a portion of the fiber optic cable. The fiber optic cable includes a jacket, a first strength member, a second strength member, and an optical fiber. The strength members and the optical fiber are disposed within the jacket along a strength axis. Applying the cable orientation guide rotates the fiber optic cable such that the strength axis is positioned along a preferential axis. The method further includes forming a punched area in the jacket. The method also include removing a portion of the jacket forward of the punched area to provide a flat end face defined by the punched area for attaching the cable to a retention body of a fiber optic connector.

Abstract: A positive electrode current collector and a positive electrode plate, a battery, a battery module, a battery pack, and an apparatus including the positive electrode current collector are provided. In some embodiments, a positive electrode current collector is provided, including an organic support layer and an aluminum-based conductive layer disposed on at least one surface of the organic support layer, where the aluminum-based conductive layer contains Al and at least one modifying element selected from O, N, F, B, S, and P, an XPS spectrogram of the aluminum-based conductive layer with a surface passivation layer removed through etching has at least a first peak falling in a range of 70 eV to 73.5 eV and a second peak falling in a range of 73.5 eV to 78 eV, and a ratio x of peak intensity of the second peak to that of the first peak satisfies 0<x?3.0.

Abstract: The present invention provides a control method and a control system for a magnetic control capsule endoscopic apparatus. The method comprises: after the magnetic control capsule endoscopic apparatus is started, detecting a current motion mode thereof, where the motion mode comprises a vehicle-mounted mode and a normal mode; if the motion mode is configured as the normal mode, keeping a position of a magnetic ball unchanged, and directly entering an examination procedure; and if the motion mode is configured as the vehicle-mounted mode, after adjusting the position of the magnetic ball from a default position corresponding to the vehicle-mounted mode to a default position corresponding to the normal mode, entering the examination procedure. According to the method and the system, the position of the magnetic ball is adjusted, such that a plurality of application environments are adapted to, thereby improving the safety performance of the magnetic control capsule endoscopic apparatus.

Abstract: A tissue cutter includes a tissue cutting stent and a first reefing thread. The tissue cutting stent is expandable in a radial direction. The expanded tissue cutting stent is loudspeaker-shaped gradually opening from a proximal end to a distal end, and a loudspeaker-shaped accommodating space is formed inside the expanded tissue cutting stent. The tissue cutting stent is provided with a plurality of first threading holes at the distal end, and the plurality of first threading holes is arranged along a circumferential direction of the tissue cutting stent. The first reefing thread passes through the plurality of first threading holes. The first reefing thread has opposite first and second ends. The first end is secured to a starting threading hole in the plurality of first threading holes.

Abstract: A method for identifying a forest fire special dangerous terrain includes: obtaining raw digital elevation model (DEM) data of a valley and inverse raw DEM data of a ridge in a target area; extracting an elevation difference and a first derivative of a contour line within a preset range of the target area according to the raw DEM data and/or the inverse raw DEM data; calculating a danger level value of the target area based on the elevation difference and the first derivative of the contour line, in which, when the danger level value is greater than a preset threshold, it is determined that the target area is a dangerous terrain of a valley between two mountains or a narrow ridge.

Abstract: At least one target hash value is generated for a target version of a Web product from contents of a Web page displayed by the target version of the Web product. The target hash value is compared to at least one corresponding baseline hash value generated from a Web page displayed by a baseline version of the Web product. A difference between the target hash value and the baseline hash value indicates a difference between a user interface of the target version of the Web product and a user interface of the baseline version of the Web product. The user interface of the target version of the Web product is generated in response to the comparison between the target hash value and the baseline hash value.

Abstract: An intelligent speed regulation system of a connector production apparatus, including: a CCD detection system includes a CCD industrial camera and a CCD detection software module, wherein the CCD industrial camera is configured to shoot a connector plane picture; the CCD detection software module is configured to analyze and identify the connector plane picture, extract true position error value data and generate an error data table file; an intelligent speed regulation software unit configured to calculate an optimal operation speed value of the connector production apparatus according to the true position error value data of a connector; and a PLC apparatus configured to read the optimal operation speed value of the connector production apparatus, and control actions of mechanisms in the connector production apparatus to finish a speed regulation operation. The operation speed of the apparatus can be automatically adjusted according to quality of a connector product.

Abstract: A gaming device includes a display, a processor, and a memory storing a plurality of sets of reel strips which include configurable and non-configurable symbols. A free game series is initiated responsive to a trigger condition being met in a base game. A player selects from among a plurality of options defining a number of free games and a threshold number of configurable symbols that sets an additional feature trigger condition. The options are arranged such that for relatively more free games, the threshold number of configurable symbols increases. When the additional feature trigger condition is met, a plurality of additional feature game instances are initiated. The configurable symbols are held in place for feature game instances.

Abstract: A positive current collector, a secondary battery, and an electrical device are provided. In some embodiments, the positive current collector includes: a support layer; and a conductive layer located on at least one surface of the support layer, where the conductive layer includes a first metal portion configured to connect to a tab, where, along a thickness direction of the conductive layer, the first metal portion includes at least three sublayers, and melting points of the at least three sublayers rise stepwise in ascending order of distance from the support layer. In the embodiments of this application, the first metal portion includes at least three sublayers, and the melting points of the at least three sublayers rise stepwise in ascending order of distance from the support layer, thereby helping increase a bonding force between the conductive layer and the support layer and reducing the probability of peel-off and delamination between the layers.

Abstract: A POS system for managing information from POS terminals, includes a first terminal in a first store and generating first information in a first format including data fields each storing data related to an item purchased in a transaction, a second terminal in a second store and generating second information in a second format including data fields each storing data related to an item purchased in a transaction, a store server configured to manage the first and second information, and a management server configured to acquire the first and second information from the store server, when the items indicated in the first and second information are identical, modify the first and second information such that each information includes the same data fields, aggregate the data in the corresponding fields of the first and second information, and transmit the aggregated data to the store server or an external device.