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一种基于模糊方法的智慧城市应用中视觉传感器的传感、编码与传输配置

A Fuzzy-Based Approach for Sensing, Coding and Transmission Configuration of Visual Sensors in Smart City Applications.

作者信息

Costa Daniel G, Collotta Mario, Pau Giovanni, Duran-Faundez Cristian

机构信息

Department of Technology, State University of Feira de Santana, Feira de Santana 44036-900, Brazil.

Faculty of Engineering and Architecture, Kore University of Enna, Enna 94100, Italy.

出版信息

Sensors (Basel). 2017 Jan 5;17(1):93. doi: 10.3390/s17010093.

Abstract

The advance of technologies in several areas has allowed the development of smart city applications, which can improve the way of life in modern cities. When employing visual sensors in that scenario, still images and video streams may be retrieved from monitored areas, potentially providing valuable data for many applications. Actually, visual sensor networks may need to be highly dynamic, reflecting the changing of parameters in smart cities. In this context, characteristics of visual sensors and conditions of the monitored environment, as well as the status of other concurrent monitoring systems, may affect how visual sensors collect, encode and transmit information. This paper proposes a fuzzy-based approach to dynamically configure the way visual sensors will operate concerning sensing, coding and transmission patterns, exploiting different types of reference parameters. This innovative approach can be considered as the basis for multi-systems smart city applications based on visual monitoring, potentially bringing significant results for this research field.

摘要

多个领域的技术进步推动了智慧城市应用的发展,这些应用可以改善现代城市的生活方式。在这种情况下使用视觉传感器时,可以从监控区域获取静态图像和视频流,这可能为许多应用提供有价值的数据。实际上,视觉传感器网络可能需要高度动态化,以反映智慧城市中参数的变化。在这种背景下,视觉传感器的特性、被监控环境的条件以及其他并发监控系统的状态,可能会影响视觉传感器收集、编码和传输信息的方式。本文提出了一种基于模糊的方法,利用不同类型的参考参数,动态配置视觉传感器在传感、编码和传输模式方面的运行方式。这种创新方法可被视为基于视觉监控的多系统智慧城市应用的基础,有望为该研究领域带来显著成果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a8ac/5298666/b73d671f9b2f/sensors-17-00093-g001.jpg

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