Abstract: An air pollution forecast management system including an air quality management device and an Internet of Things (IOT) cloud platform is disclosed. The air quality management device includes a dust particle sensing module being configured to sense gas exhausted from a smoke exhaust flue. The IoT cloud platform is configured to compute, at a second time after a first time, an exhaust gas set of the gas drifting from the first time to the second time by using current-observed meteorological data at the second time, receive a plurality of air-pollution sets at a plurality of geographic locations at the second time, compute a plurality of influencing results of the plurality of air-pollution sets respectively associated with the exhaust gas set, and generate a feedback instruction according to at least one of the plurality of influencing results to control gas emission of the smoke exhaust flue.

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may receive, from a base station, an indication of an air-to-ground (ATG) dedicated random access channel (RACH) configuration. The UE may communicate with the base station based at least in part on the ATG dedicated RACH configuration. Numerous other aspects are described.

Abstract: An optical system is provided, including a first module configured to hold a first optical member. The first module includes a first movable portion, a first fixed portion, and a first driving assembly. The first movable portion is configured to connect the first optical member, and is movable relative to the fixed portion. The first driving assembly is configured to drive the first movable portion to move relative to the fixed portion.

Abstract: An optical system that includes a first module is provided. The first module includes a first movable portion, a first fixed portion, and a first driving assembly. The first movable portion is configured to connect the first optical member, and is movable relative to the first fixed portion. The first driving assembly is configured to drive the first movable portion to move relative to the first fixed portion.

Abstract: Chip packages and methods for forming the same are provided. The chip package includes a substrate having a stepped sidewall, a first surface, and a second surface. The first surface and the second surface are opposite each other. The first surface and the second surface adjoin the stepped sidewall. The chip package also includes a capping layer having a first surface and a second surface opposite each other. The first surface of the capping layer faces the second surface of the substrate. The chip package further includes a dam structure and an adhesive layer. The dam structure bonds the capping layer to the substrate, and surrounds a sensing region in the substrate. The adhesive layer surrounds the dam structure and has a concave-tapered sidewall that extends along the outer edge of the dam structure in the direction from the second surface of the substrate to the capping layer.

Abstract: Certain aspects of the present disclosure provide techniques for slot format configuration. A method that may be performed by a user equipment (UE) includes sending a message to a base station (BS) with UE capability information indicating one or more capabilities of the UE. The method includes receiving signaling from the BS indicating a semi-static slot format configuration based on the UE capability information, the slot format configuration including one or more slot format patterns and a cyclic shift (CS) associated with one or more slot format patterns. The method includes communicating with the BS based on the semi-static slot format configuration and the CS.

Abstract: A head-mounted display, controlling method, and non-transitory computer readable storage medium thereof are provided. The head-mounted display determines a first posture among a plurality of postures based on a plurality of real-time images. The head-mounted display generates a first gesture among a plurality of gestures corresponding to a user according to a plurality of inertial measurement parameters corresponding to a first body part of the user. The head-mounted display generates a control signal corresponding to a first output event among a plurality of output events based on the first gesture and the first gesture.

Abstract: An optical system affixed to an electronic apparatus is provided, including a first optical module, a second optical module, and a third optical module. The first optical module is configured to adjust the moving direction of a first light from a first moving direction to a second moving direction, wherein the first moving direction is not parallel to the second moving direction. The second optical module is configured to receive the first light moving in the second moving direction. The first light reaches the third optical module via the first optical module and the second optical module in sequence. The third optical module includes a first photoelectric converter configured to transform the first light into a first image signal.

Abstract: Aspects of the disclosure relate to wireless communication devices configured to encode information blocks to produce code blocks and interleave the code blocks utilizing an interleaver including a plurality of rows and a plurality of columns, where the number of columns of the interleaver varies between the rows. In some examples, the interleaver includes a right isosceles triangle-shaped matrix of rows and columns. In other examples, the interleaver includes a trapezoid-shaped matrix of rows and columns.

Abstract: A frequency calibration (FCAL) circuit and a method for calibrating an oscillation frequency of a controllable oscillator are provided. The FCAL circuit includes the controllable oscillator, a divider, a time-to-digital converter (TDC) and a calibration logic. The controllable oscillator generates a controllable oscillation clock according to a calibration code. The divider divides the oscillation frequency of the controllable oscillation clock by a predetermined divisor to generate a divided clock. The TDC converts a first period between first edges of a reference clock and the divided clock into a first period code and converts a second period between second edges of the reference clock and the divided clock into a second period code. The calibration logic compares the first period code and the second period code to generate a comparison result for determining whether the first period is greater or less than the second period, and accordingly controls the calibration code.

Abstract: A multi-view display device including a backlight module and a first light valve is provided. The backlight module includes a first light guide plate, a first light source, a second light guide plate, and a second light source. The first light guide plate has a plurality of first diffraction gratings. The first light source is disposed beside a first incident surface of the first light guide plate and configured to emit a first illumination beam. The second light guide plate has a plurality of second diffraction gratings. The second light source is disposed beside a second light incident surface of the second light guide plate and configured to emit a second illumination beam. The first light valve is disposed on the backlight module.

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may receive, from a base station, one or more communications associated with accessing a cell associated with the base station. The UE may selectively access the cell associated with the base station based at least in part on a determination of whether the one or more communications provide an indication that the cell is dedicated for air-to-ground communications. Numerous other aspects are described.

Abstract: A hard disk failure prediction method, a hard disk failure prediction system, a device and a medium are provided. The method includes: acquiring SMART attribute values of a hard disk; performing data standardization processing on the SMART attribute values, and filtering the processed SMART attribute values to obtain filtered SMART attribute values; constructing a hard disk failure prediction key database according to the filtered SMART attribute values, a warning value and a rating value corresponding to the filtered SMART attribute values; optimizing a decision tree-based hard disk failure prediction model by using the hard disk failure prediction key database to obtain an optimized decision tree-based hard disk failure prediction model; and acquiring SMART attribute values of a target hard disk hard disk, and predicting a health of the target hard disk to obtain a prediction result. The present disclosure improves the accuracy of failure prediction.

Abstract: An optical element driving mechanism is provided, including a fixed portion and a movable portion. The movable portion moves relative to the fixed portion. The movable portion includes a first movable assembly and a second movable assembly. The first movable assembly is connected to a first optical element. The second movable assembly is connected to a second optical element. The first movable assembly and the second movable assembly are movable relative to each other. The fixed portion further includes a first guiding element and a second guiding element. The first guiding element guides the first movable assembly and the second movable assembly to move in a first dimension. The second guiding element guides the first movable assembly and the second movable assembly to move in the first dimension. The first guiding element and the second guiding element are located at opposite corners of the fixed portion.

Abstract: An axial-rotation locking-mechanism assembly includes a handle, a locking assembly, and a shaft. The locking assembly includes a locking element and a cam mechanism. The shaft is operatively connected to the handle and the locking assembly. When the handle is rotated in a first direction, the shaft is rotated in a first direction and drives the cam mechanism to move the locking element in a first axial direction. When the handle is rotated in a second direction, the shaft is rotated in a second direction and drives the cam mechanism to move the locking element in a second axial direction. The second direction is the opposite of the first direction. The first axial direction is the opposite of the second direction.

Abstract: A clip for securing one or more cables associated with a computing device includes a baseplate, a first wall, and a second wall. The first wall and the second wall extend from the baseplate. The first wall has a first inward projection at a distal end thereof. The second wall has a second inward projection at a distal end thereof. The first wall is generally parallel to the second wall. The first wall and the second wall are spaced apart from each other by an interior space configured to receive the one or more cables. The first inward projection and the second inward projection aid in preventing the one or more cables from moving outside of the interior space.

Abstract: Aspects of the invention include systems and methods to obtain meta features of a dataset for training in a deep learning application. A method includes selecting an initial search space that defines a type of deep learning architecture representation that specifies hyperparameters for two or more neural network architectures. The method also includes applying a search strategy to the initial search space. One of the two or more neural network architectures are selected based on a result of an evaluation according to the search strategy. A new search space is generated with new hyperparameters using an evolutionary algorithm and a mutation type that defines one or more changes in the hyperparameters specified by the initial search space, and, based on the mutation type, the new hyperparameters are applied to the one of the two or more neural networks or the search strategy is applied to the new search space.

Abstract: An exemplary embodiment of the present disclosure provides a collimated atomic beam generator. The generator can comprise an atomic vapor chamber, a collimator plate, and an insulative adhesive layer. The atomic vapor chamber can comprise an atomic vapor source. The collimator plate can comprise a first side facing the atomic vapor chamber, an opposing second side, and a plurality of channels extending between the first side and the second side. The insulative adhesive layer can be positioned between and coupling the atomic vapor chamber to the collimator plate. The collimator plate can be configured to collimate atomic vapors generated by the atomic vapor source in the atomic vapor chamber.

Abstract: A method for evaluating energy efficiency of electric arc furnace steelmaking comprises: obtaining original smelting information of the electric arc furnace; processing the original smelting information, and calculating an electrical energy efficiency evaluation index and a chemical energy efficiency evaluation index for process operation; wherein the electrical energy efficiency evaluation index comprises circuit efficiency, transformer tap capacity utilization rate and electrical energy thermal efficiency, and the chemical energy efficiency evaluation index comprises oxygen utilization rate, carbon powder utilization rate and chemical energy thermal efficiency; and evaluating an energy utilization condition of the electric arc furnace comprehensively based on the electrical energy efficiency evaluation index and the chemical energy efficiency evaluation index.

Abstract: An optical element driving mechanism is provided and includes a fixed assembly, a movable assembly, a driving assembly and a stopping assembly. The fixed assembly has a main axis. The movable assembly is configured to connect an optical element, and the movable assembly is movable relative to the fixed assembly. The driving assembly is configured to drive the movable assembly to move relative to the fixed assembly. The stopping assembly is configured to limit the movement of the movable assembly relative to the fixed assembly within a range of motion.