Abstract: A platooning controller includes a processor configured to perform platooning control based on a driver state and to determine a platooning driver emergency assist (DEA) mode based on a careless driving state or a drowsy driving state of a driver, and a memory configured to store data and an algorithm to be executed by the processor to perform the platooning control.

Abstract: A computer-implemented method is provided for training a global machine learning model using a learning server and a set of vehicle agents connected to roadside units (RSUs). It involves selecting agents, associating them with RSUs based on proximity, and transmitting training data and deadlines. Agents train models locally, which are then aggregated through RSUs to refine the global model to desired precision. The method includes steps of selecting vehicle agents from a pool of the vehicle agents connected to the RSUs, associating the selected vehicle agents and the RSUs respectively based on distances from the selected vehicle agents to the RSUs configured to provide measurements of the distances to the learning server, and transmitting a global model, a selected agent set and deadline thresholds in each global training round to the RSUs configured to transmit the global model and training deadlines to the selected vehicle agents.

Abstract: In order to collect and analyze data from the gamma-ray spectrometer of a lunar exporation satellite in real time, the present disclosure provides a system for monitoring gamma-ray spectrometer data from a satellite, comprising: a data collection unit configured to collect a raw data including a gamma-ray data from a planetary exploration satellite having a gamma-ray spectrometer; an environment setting unit configured to set and input a time range for monitoring and a display environment; a data processing unit configurd to store a filing data in which the raw data collected based on the inputted time range is classified and processed by time and by item; and a visualization unit configured to visualize the stored filing data as a graphic data.

Abstract: The present invention relates to a novel compound with a characteristic structure and a high-efficiency, long-lifetime organic light-emitting device including same as a host compound in the light-emitting layer. Employing a polycyclic compound having a characteristic structure with a pyrene derivative incorporated thereinto as a host in the light-emitting layer, the organic light-emitting device according to the present invention can be configured as a high-efficiency, long-lifetime organic light-emitting device with excellent luminous characteristics in emission efficiency and the like and thus can find industrially advantageous applications in illumination devices as well as various display devices such as flat panel, flexible, and wearable displays.

Abstract: Provided is an ultra-high-strength steel sheet including carbon (C): 0.1 wt % to 0.30 wt %, silicon (Si): 1.0 wt % to 2.0 wt %, manganese (Mn): 1.5 wt % to 3.0 wt %, aluminum (Al): more than 0 wt % and not more than 0.05 wt %, a sum of one or more elements selected from niobium (Nb), titanium (Ti), and vanadium (V): more than 0 wt % and not more than 0.05 wt %, phosphorus (P): more than 0 wt % and not more than 0.02 wt %, sulfur (S): more than 0 wt % and not more than 0.005 wt %, nitrogen (N): more than 0 wt % and not more than 0.006 wt %, and a balance of iron (Fe) and other unavoidable impurities, wherein a final microstructure of the ultra-high-strength steel sheet consists of tempered martensite, martensite, ferrite, and retained austenite, and wherein the ultra-high-strength steel sheet has a yield strength (YP) of 850 MPa or more, a tensile strength (TS) of 1180 MPa or more, and an elongation (El) of 14% or more.

Abstract: A destination station (STA) in a wireless network, comprising: a memory; and a processor coupled to the memory, the processor configured to: receive, from a source STA via a router, a plurality of packets, the router being located between the destination STA and a source STA; determine a congestion prediction to the source STA based on packet arrival times of the plurality of packets; compare the congestion prediction with a first threshold; generate a congestion prediction signal based on the comparison, wherein the congestion prediction signal indicates an operation mode of the source STA; and transmit, to the source STA via the router, the congestion prediction signal.

Abstract: A diagnosis system is provided for diagnosing the partial discharge faults in a power transformer. The system includes a feature extractor, a fault classifier and a domain discriminator and whose parameters are optimized by minimizing a combination of feature loss, classifier loss and domain discrepancy discriminator loss. The feature loss is a weighted sum of cosine similarity distance loss, batch-based instance separation loss, and batch-based feature decorrelation loss.

Abstract: A method of reusing feature maps that is operable on a neural processing unit (NPU) includes calculating, for a first layer of at least one artificial neural network (ANN) model, a space cost based on sizes of an input feature map, an output feature map, and a weight of a subsequent layer of the first layer; calculating a caching value for an operation of the first layer; determining a caching profit for the operation of the first layer based on the space cost and the caching value; determining a caching entry having maximum caching profit among caching candidate entries; and storing the caching entry in a variable memory. A system including the NPU includes a main memory to store a portion of the ANN model; a variable memory to selectively store a caching entry of the portion of the ANN model; and a controller to perform the method.

Abstract: The present invention provides a novel ligand for the dopamine D3 receptor and a preparation method therefor. The compound, and a pharmaceutically acceptable salt and a pharmaceutical composition or a pharmaceutical preparation thereof are used for the treatment and prevention of schizophrenia, neurodegenerative diseases, particularly Parkinson's disease, drug dependence, drug addiction, anxiety, depression, etc. The novel ligand of the dopamine D3 receptor features a high affinity, a high specificity, and a high functional selectivity. The compound and the pharmaceutically acceptable salt and the pharmaceutical composition or the pharmaceutical preparation thereof can be used to study the distribution and function of dopamine D2 subtype receptors and mechanism of diseases associated with dysfunction of dopamine D2-like receptors, and can also be used for the disease modification of hyperprolactinemia, extrapyramidal symptoms, and levodopa-associated movement disorder or dyskinesia.

Abstract: An electronic device includes a transceiver configured to adapt between single-link operation (SLO) and multi-link (MLO) operation, and a processor operably coupled to the transceiver. The processor is configured to determine a quality of service (QOS) of a video call for a number of time steps, and determine, based on the QoS of the video call over the number of time steps, whether to adjust a number of links utilized by the transceiver. The processor is further configured to, in response to a determination to adjust the number of links, adjust the number of links utilized by the transceiver.

Abstract: The present invention relates to a nanodisc comprising angiotensin converting enzyme 2 (ACE2) and a membrane scaffold protein (MSP). In the present invention, the angiotensin converting enzyme 2 (ACE2) is included in the nanodisc, and it was confirmed that the antiviral efficacy and substrate conversion ability of the angiotensin converting enzyme 2 (ACE2) could be significantly improved.

Abstract: A voltage generation circuit includes a voltage control circuit configured to disable a high voltage driving signal, after generating a low voltage driving signal and the high voltage driving signal by comparing a reference voltage and an internal voltage after the start of a mismatching cancellation operation and a sensing operation, and a voltage supply circuit including a first driver having a first driving power and a second driver having a second driving power and configured to drive the internal voltage by selectively activating the first driver and the second driver based on the low voltage driving signal and the high voltage driving signal.

Abstract: Embodiments of the present disclosure disclose a method and a system for tracking the position of the one or more moving objects. The method includes collecting GNSS measurement data of satellite signals transmitted from multiple satellites. The method further includes extracting values of a plurality of features from the GNSS measurement data. The method includes mapping the extracted values of the plurality of features to a source domain. The method includes classifying the mapped transformed plurality of features using a neural network. The neural network is trained over simulated data sampled from a source domain. The method includes identifying multipath measurements of the GNSS measurement data based on classification of the corresponding mapped transformed plurality of features. The method includes tracking the position of the one or more moving objects by processing identification of GNSS measurement data affected by multipath.

Abstract: The present invention relates to an organic compound represented by the following Formula 1, and a high-efficiency and long-lifetime organic light emitting device enabling significantly improved low voltage driving, and having long lifetime, excellent luminous efficiency and the like by employing the same as a light emitting layer host material in the device.

Abstract: The present invention relates to an organic compound represented by the following Formula 1, and a high-efficiency and long-lifetime organic light emitting device enabling significantly improved low voltage driving, and having long lifetime, excellent luminous efficiency and the like by employing the same as a light emitting layer host material in the device.

Abstract: In one example, a semiconductor device can comprise (a) an electronic device comprising a device top side, a device bottom side opposite the device top side, and a device sidewall between the device top side and the device bottom side, (b) a first conductor comprising, a first conductor side section on the device sidewall, a first conductor top section on the device top side and coupled to the first conductor side section, and a first conductor bottom section coupled to the first conductor side section, and (c) a protective material covering the first conductor and the electronic device. A lower surface of the first conductor top section can be higher than the device top side, and an upper surface of the first conductor bottom section can be lower than the device top side. Other examples and related methods are also disclosed herein.