3results about How to "Reduce data processing load" patented technology

This invention discloses a clutter discrimination and suppression method based on multiple echo features, comprising: acquiring radar front-end clutter and target echo detection video data and dividing it into several connected regions; extracting multi-dimensional features and labeling prior information for each connected region; using the Relief feature selection algorithm to calculate and filter the weights of the multi-dimensional features, removing redundant features to obtain the optimal feature vector; using this feature vector to train a support vector machine classifier, and obtaining the optimal parameter model through cross-validation; acquiring measured clutter data, extracting corresponding features and inputting them into the model; and determining whether to remove clutter and retain targets based on the output. This invention effectively filters out dynamic clutter spots, avoids false deletion of weak targets, significantly reduces the false alarm rate of the system, and alleviates the computational burden of subsequent track processing.

This invention discloses an automatic airway secretion clearing and nursing system for neurosurgery based on negative pressure sensing technology, belonging to the field of medical and nursing technology. The system includes a main structure that integrates a main control unit, a negative pressure generation and regulation unit, a suction tubing and operating components, a sputum collection and processing unit, a bypass electromagnetic pressure relief valve, and a micro-positive pressure generator. The main control unit is connected to a multimodal sensor bus and operates a module wake-up scheduling mechanism. Based on the received multimodal data, it sequentially performs multi-level risk warning judgments. When the judgment meets the preset intervention conditions, the system performs physical pressure relief through the bypass electromagnetic pressure relief valve, and the micro-positive pressure generator injects positive pressure buffer airflow to counteract the backflow pressure. For high-viscosity secretions, the system converts the basic suction negative pressure into a pulsating negative pressure airflow by changing the opening of the electronically controlled throttle valve. It uses alternating shear force to destroy the internal structure of the secretions, avoiding mechanical tearing damage and maintaining fluid pressure balance.

This application discloses a data packet processing method, apparatus, electronic device, and readable storage medium, applied in the field of communication technology. The data packet processing method includes: acquiring a data packet to be processed, and parsing the data packet to be processed through a data plane to obtain packet information; determining, based on the packet information, whether to use a Virtual Extended Local Area Network (VXLAN) to process the data packet to be processed; if so, encapsulating the data packet to be processed with a packet header to obtain a VXLAN packet, and processing the VXLAN packet. This application solves the technical problem of low data packet processing efficiency.