Trust-Based Information and Decision Fusion for Military Convoy Operations
Trust-Based Information and Decision Fusion for Military Convoy Operations
复制标题
军事护航行动中基于信任的信息和决策融合
DOI：
10.1109/milcom.2014.230
复制
发表时间：
2014
期刊：
影响因子：
--
通讯作者：
Dariusz G. Mikulski
中科院分区：
文献类型：
--
作者：
Jin;K. Chan;Dariusz G. Mikulski
这项工作展示了如何使用基于信任的信息和决策融合技术来改善多智能体系统中的智能行为。我们的技术基于信息源的信任值，使用主观逻辑(SL)以特定于上下文的方式融合多维传感器数据。在我们的研究中，我们将基于信任的信息融合技术与基于非信任的信息融合技术进行了比较。我们的应用重点展示了所提出的基于信任的SL信息融合技术如何在护航行动中比基线对应的技术更好地执行。
This work shows how to improve intelligent behavior in multi-agent systems by using a trust-based information and decision fusion technique. Our technique fuses multi-dimensional sensor data in context-specific ways using Subjective Logic (SL) on the basis of trust values of information sources. In our investigation, we compare our trust-based information fusion technique to non-trust based technique on the basis of using SL with a Stochastic Petri Nets model. Our application focus shows how the proposed trust-based SL information fusion technique performs better for convoy operations than a baseline counterpart.