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基于压缩感知与能量聚合视觉传感器数据传输系统
引用本文:邓晓军,李玉龙,满君丰,欧阳旻.基于压缩感知与能量聚合视觉传感器数据传输系统[J].传感器与微系统,2015(6):92-95.
作者姓名:邓晓军  李玉龙  满君丰  欧阳旻
作者单位:湖南工业大学 计算机与通信学院,湖南 株洲,412007
基金项目:国家自然科学基金资助项目(61350011);湖南省自然科学基金资助项目(2015JJ2046,2014JJ2115);湖南省教育厅资助科研项目
摘    要:为了保证视频数据的快速传输,并进行有效压缩,从而提升视频数据的传输质量,提出一种基于压缩感知与能量聚合的视觉传感器数据传输技术。该技术在提升视频数据传输率和压缩率的基础上,针对视觉传感器的高能耗问题,采用能量融合技术和能量约束方法来减少能量消耗,并采用了视觉传感器失真和功耗模型、视频数据传输模型,以及能量聚合模型进行分析。实验仿真数据结果表明:在提升视频数据的传输速率、压缩率,以及减少网络总体能量消耗上,提出的视觉传感器数据传输技术取得了较好的效果。

关 键 词:压缩感知  能量聚合  视觉传感器  数据传输技术

Vision sensor data transmission system based on compressed sensing and energy aggregation
DENG Xiao-jun,LI Yu-long,MAN Jun-feng,OUYANG Min.Vision sensor data transmission system based on compressed sensing and energy aggregation[J].Transducer and Microsystem Technology,2015(6):92-95.
Authors:DENG Xiao-jun  LI Yu-long  MAN Jun-feng  OUYANG Min
Abstract:In order to ensure rapid transmission of video datas,and the effective compression,so as to enhance the quality of video data transmission,a vision sensor data transmission technology based on compressed sensing and energy aggregation is proposed. On the basis of enhancing video data transmission rate as well as compression ratio,aiming at problem of high energy consumption of vision sensor,this technology use energy fusion and energy restrain method to reduce energy consumption,and use vision sensor distortion and power consumption model, video data transmission models,and energy aggregation model for analysis. The simulation results show that the proposed vision sensor data transmission technology achieves good effect on enhancing transmission rate and compression rate of video data and reduce overall network energy consumption.
Keywords:compressed sensing  energy aggregation  vision sensor  data transmission technology
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