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Data compression system and method for image-based embedded wireless sensor network

机译:基于图像的嵌入式无线传感器网络的数据压缩系统和方法

摘要

Disclosed are a data compression system for an image-based embedded wireless sensor network, which is capable of overcoming restriction in calculation and memory resources, and a method thereof. According to one embodiment of the present invention, an embedded device included in the data compression system is a sensor node forming the image-based embedded wireless sensor network with a server, and comprises: a photograph unit periodically photographing an installation position to acquire image data; an image compression unit compressing the image data in accordance with a K-average clustering-based algorithm and a Huffman coding-base algorithm; a node communication unit transmitting raw image data and compressed image data through multi-hop communication network with the server, and receiving compression information including centroid information and Huffman code information from the server; and a node control unit transmitting the raw image data every preset learning cycle and activating the image compression unit after reception of the compression information to transmit the compressed image data.
机译:公开了一种能够克服计算和存储资源限制的基于图像的嵌入式无线传感器网络的数据压缩系统及其方法。根据本发明的一个实施例,包括在数据压缩系统中的嵌入式设备是与服务器形成基于图像的嵌入式无线传感器网络的传感器节点,并且包括:照相单元,其周期性地拍摄安装位置以获取图像数据。 ;图像压缩单元根据基于K平均聚类的算法和基于霍夫曼编码的算法对图像数据进行压缩;节点通信单元通过与服务器之间的多跳通信网络发送原始图像数据和压缩图像数据,并从服务器接收包括质心信息和霍夫曼代码信息的压缩信息;节点控制单元在每个预设学习周期发送原始图像数据,并在接收到压缩信息后激活图像压缩单元以发送压缩图像数据。

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