Abstract
In this paper, a new electromagnetic compatibility (EMC) management method for cell phones is presented. The interference and sensitive characteristics of components in printed circuit board (PCB) of cell phones are analyzed, and the knowledge graph for these interference and sensitive units is established for the first time. In the knowledge graph, the interference and sensitive units are stored as entities and new triple functions are defined to associate these entities. The EMC management report is intelligently generated based on the knowledge graph from interactive sessions, in which long short-term memory and multilayer perceptron methods are used to extract the entities and key parameters of the triple function. The accuracy of the entity extraction model is 75.6%, and F1 measure is 70.9%. Two experiments, which validated the feasibility of the established model, were executed using the proposed method. The method is useful and practical for intelligent EMC management in the industry.
Sign-in/Register to access full text options 
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Schedule a callDisclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.
