无线视觉传感器网络同时覆盖目标和区域的可用性度量和优化算法

D. G. Costa, Elivelton O. Rangel, J. P. J. Peixoto, Thiago C. Jesus
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引用次数: 3

摘要

无线视觉传感器网络(WVSN)在过去几年的成熟,随着新的通信技术和嵌入式硬件开发平台的不断发布,大大增加了视觉监控应用的数量和相关性,更好地支持智慧城市和物联网计划。然而,仍然有一些挑战需要解决,特别是当视觉传感器用于关键监控时。当在WVSN中解决可用性问题时,可以采用不同的度量和算法,但这些方法通常集中在单个覆盖目标上。实际上,一些监视应用程序可能希望同时优化对目标和区域的覆盖,这需要在任何给定时间对应用程序的可用性级别有适当的感知。在这种情况下,本文提出了一种新的WVSN可用性度量,考虑到所有目标和区域都应该被摄像机最佳地同时覆盖。此外,为了提高可旋转视觉传感器应用的可用性,提出了优化算法并进行了比较。
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An Availability Metric and Optimization Algorithms for Simultaneous Coverage of Targets and Areas by Wireless Visual Sensor Networks
The maturation of Wireless Visual Sensor Networks (WVSN) in the last years, with new communication technologies and continuous releasing of embedded hardware development platforms, has significantly enlarged the number and relevance of visual monitoring applications, better supporting smart city and Internet of Things initiatives. However, there are still several challenges to be addressed, especially when visual sensors are used for critical monitoring. When availability issues are addressed in WVSN, different metrics and algorithms can be employed, but such approaches are usually focused on a single coverage goal. Actually, some monitoring applications may want to simultaneously optimize coverage over targets and areas alike, which requires an appropriate perception of the level of availability of the application at any given time. In this context, this article proposes a new availability metric for WVSN, considering that all targets and areas should be optimally and simultaneously covered by the cameras. In addition, optimization algorithms are proposed and compared, aiming at improving the availability of applications when rotatable visual sensors are employed.
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