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A cloud Bayesian network approach to situation assessment of scouting underwater targets with fixed-wing patrol aircraft
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作者 Yongqin Sun Peibei Ma +1 位作者 Jinjin Dai Dongxin Li 《CAAI Transactions on Intelligence Technology》 SCIE EI 2023年第2期532-545,共14页
The battlefield situation changes rapidly because underwater targets'are concealment and the sea environment is uncertain.So,a great number of situation information greatly increase,which need to be dealt with in ... The battlefield situation changes rapidly because underwater targets'are concealment and the sea environment is uncertain.So,a great number of situation information greatly increase,which need to be dealt with in the course of scouting underwater targets.Situation assessment in sea battlefield with a lot of uncertain information is studied,and a new situation assessment method of scouting underwater targets with fixed-wing patrol aircraft is proposed based on the cloud Bayesian network,which overcomes the deficiency of the single cloud model in reasoning ability and the defect of Bayesian network in knowledge representation.Moreover,in the method,the cloud model knowledge deal with the input data of Bayesian network reasoning,and the advantages in knowledge representation of cloud theory and reasoning of Bayesian network are applied;also,the fuzziness and stochasticity of cloud theory in knowledge expression,the reasoning ability of Bayesian network,are combined.Then,the situation assessment model of scouting underwater targets with fixed-wing patrol aircraft is established.Hence,the directed acyclic graph of Bayesian network structure is constructed and the assessment index is determined.Next,the cloud model is used to deal with Bayesian network,and the discrete Bayesian network is obtained.Moreover,after CPT of each node and the transformation between certainty degree and probability are accomplished;the final situation level is obtained through a probability synthesis formula.Therefore,the target type and the operational intention of the other side are deduced to form the battlefield situation.Finally,simulations are carried out,and the rationality and validity of the proposed method are testified by simulation results.By this method,the battlefield situation can be gained.And this method has a wider application range,especially for large sample data processing,and it has better practicability. 展开更多
关键词 certainty degree cloudy bayesian network(CBN) conditional probability table(CPT) fixed-wing patrol aircraft scouting underwater targets situation assessment
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The Impact and the Solutions of English Linguistic Imperialism
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作者 李慧颖 《海外英语》 2019年第3期231-232,共2页
English linguistic imperialism is that the dominance of English as a world language and sets out to analysis how the language became so dominant. It looks at the spread of English, in order to ascertain whether the la... English linguistic imperialism is that the dominance of English as a world language and sets out to analysis how the language became so dominant. It looks at the spread of English, in order to ascertain whether the language has actively promoted as aninstrument of the foreign policy of the major English-speaking states, and if so, in what ways.Last, it will provide a description of language pedagogy, the scientific study of language learning and language teaching, has beenisolated from the social sciences and political disconnection. 展开更多
关键词 ENGLISH LINGUISTIC IMPERIALISM LANGUAGE CULTURE
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