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Quantitative Assessment of GNSS Vulnerability based on D-S Evidence Theory *

机译:基于D-S证据理论的GNSS漏洞定量评估*

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With the increasing attention paid to Global Navigation SatellitenSystem (GNSS) vulnerability, there is an urgent need to develop a systemicnand feasible approach to weight the GNSS vulnerability degree. A novelnmodel of quantitative assessment for GNSS vulnerability relying on severalnpredefined metrics of vulnerability performance is proposed to measure thenimpact of vulnerability factors on service availability. This model appliesnthe theory of Dempster-Shafer evidence reasoning to fuse three metrics ofnvulnerability performance, which are designed carefully to reflect thenreliability of service availability in three different perspectives. This modelnincludes three steps: determining performance metrics, calculatingnvulnerability index and characterizing the vulnerability state of servicenavailability. This approach chooses metrics from the system’s point of view,nignores the more abstract attributes of vulnerability factors but seeksnconcrete observables, calculates quantitative vulnerability index andnprovides evolution of vulnerability state over time. Experiments based onnGNSS vulnerability physical simulation, verification platform established innour lab show that this method measures the vulnerability index accurately.nMoreover, it lays the foundation for future threat inferences and remedynoperations under the influence of vulnerability.
机译:随着对全球导航卫星系统(GNSS)漏洞的关注日益增加,迫切需要开发一种系统可行的方法来衡量GNSS漏洞的程度。提出了一种新的基于GNSS漏洞性能的预定义指标的GNSS漏洞定量评估模型,以衡量漏洞因素对服务可用性的影响。该模型应用了Dempster-Shafer证据推理理论融合了三个漏洞可用性指标,这些指标经过精心设计,可以从三个不同角度反映服务可用性的可靠性。该模型包括三个步骤:确定性能指标,计算漏洞指数以及表征服务可用性的漏洞状态。这种方法从系统的角度选择度量标准,忽略了脆弱性因素的更抽象属性,但寻找了具体的可观察对象,计算了定量的脆弱性指数,并提供了脆弱性状态随时间的演变。基于nGNSS漏洞物理仿真,实验室建立的验证平台进行的实验表明,该方法能够准确地测量漏洞指标。此外,它还为将来在漏洞影响下进行威胁推断和补救提供了基础。

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