多传感器交叉提示技术在传感器联盟中的应用

发布时间：2018-06-30 04:55

本文选题：传感器联盟 + 动态控制　；参考：《西安交通大学学报》2017年07期

【摘要】：围绕多传感器交叉提示技术在传感器联盟中的应用展开研究,用多传感器交叉提示技术组建并更新传感器联盟,解决传感器联盟的动态控制问题。在建立传感器联盟组建过程中,以节省传感器资源和提高传感器资源利用率为目的建立目标函数,将单目标跟踪精度需求作为约束条件,建立了传感器联盟模型。在传感器联盟更新过程中,提出预测更新的传感器管理结构。设计基于多维协商的多传感器交叉提示分布式算法,用于求解及更新传感器联盟方案。仿真实验表明了文中模型的有效性,与拍卖算法和粒子群算法相比,所提算法收敛速度快,求解质量较好;与测量更新的结构相比,预测更新的传感器管理结构更适应于作战态势变化较快的情形。
[Abstract]:Based on the research of the application of multi-sensor cross prompt technology in sensor alliance, the sensor alliance is constructed and updated by multi-sensor cross prompt technology to solve the dynamic control problem of sensor alliance. In the process of establishing sensor alliance, the objective function is established to save sensor resources and improve the utilization ratio of sensor resources, and the model of sensor alliance is established with the requirement of single target tracking precision as the constraint condition. In the process of sensor alliance updating, the sensor management structure of predictive update is proposed. A multi-sensor cross-prompt distributed algorithm based on multi-dimensional negotiation is designed to solve and update the sensor alliance scheme. The simulation results show the effectiveness of the proposed model. Compared with the auction algorithm and particle swarm optimization algorithm, the proposed algorithm has faster convergence speed and better solution quality. The predictive updated sensor management structure is more suitable for the situation where the combat situation changes rapidly.
【作者单位】：空军工程大学防空反导学院;
【基金】：国家自然科学基金资助项目(61573374);国家自然科学基金青年基金资助项目(61503408) 航空科学基金资助项目(20150196006)
【分类号】：TP212

【参考文献】