无线传感器网络智能信标的体系结构

P. Garda, O. Romain, B. Granado, A. Pinna, D. Faura, K. Hachicha
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引用次数: 9

摘要

本文介绍了一种用于无线传感器网络的智能信标的结构。该信标获取场景图像并检测运动,这要归功于马尔可夫运动检测算法的实时执行。当检测到某些运动时,将神经网络实时应用于采集到的图像,以触发某些报警。最后,当报警触发时,通过MMJPEG2000算法压缩的现场视频通过无线网络发送,例如通过卫星进行远程通信。信标是在一个平台上实现的,该平台包括一个微控制器、一个DSP、一个FPGA和几个专用模块。
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Architecture of an intelligent beacon for wireless sensor networks
In this paper, we introduce the architecture of an intelligent beacon for wireless sensor networks. This beacon acquires images of a scene and detects motion, thanks to the real-time execution of a Markov motion detection algorithm. When some motion is detected, neural networks are applied in real-time to the acquired images in order to trigger some alarm. Finally, when some alarm is triggered, video of the scene compressed with the MMJPEG2000 algorithm are sent on a wireless network, a long-range communication by satellite for example. The beacon is implemented on a platform including a microcontroller, a DSP, an FPGA and several dedicated modules.
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