Adaptive Cycle Based Sensor Management Method

Shanchao Yang, Kangsheng Tian, Changfei Wu, Weiping Huang, Renzheng Liu
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Abstract

To solve the problems of frequent sensor switching and large calculation amount in traditional sensor management methods, a new sensor management method based on adaptive cycle is proposed. Firstly, the adaptive cycle setting method is researched from the aspects of target tracking accuracy and visible window for sensors and targets. Then, a multi-objective optimization model for sensor management based on the cycle is proposed, and the single-objective solution method is used to solve this model. The simulation results show that, comparing to the traditional sensor management method, this method can effectively reduce the sensor switching frequency and the calculation amount, also it can improve the efficiency of sensor management and avoid resource waste.
基于自适应周期的传感器管理方法
针对传统传感器管理方法中传感器切换频繁、计算量大的问题,提出了一种基于自适应周期的传感器管理方法。首先,从目标跟踪精度和传感器与目标可见窗口两个方面对自适应周期整定方法进行了研究。然后,提出了基于周期的传感器管理多目标优化模型,并采用单目标求解方法对该模型进行求解。仿真结果表明,与传统的传感器管理方法相比,该方法可以有效降低传感器的开关频率和计算量,提高传感器管理效率,避免资源浪费。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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