A Lightweight Algorithm for Dynamic Target Acquisition and Transmission

	A Lightweight Algorithm for Dynamic Target Acquisition and Transmission
	Xiao, Ke-Jiang 1,2; Wang, Rui 1; Wen, Ji 3; Chen, Bo-Wei 4
	2016
发表期刊	AD HOC & SENSOR WIRELESS NETWORKS
ISSN	1551-9899
卷号	33 期号:1-4 页码:253-274
摘要	Due to the limited capacity and cost of a sensor node, its computation resource and energy supply will be overloaded when the node is allocated a heavy-duty task, such as processing, storing or transferring large amount of image data. For dynamic target, there are a lot of useless images sensed by image sensor nodes and these images do not have complete feature information of the monitoring target. If these images are processed, stored and transferred, there is nothing to be gained for the system identification performance and some unnecessary energy consumption will be caused. For the above problem, we propose a light-weight image processing and transmission method on dynamic target called LIAT. First, to decrease the large amount images' requirement for the storage in the process of computing, LIAT reuse one image storage space to store the useless images. Second, to resolve the problem of continuous images real-time processing caused by dynamics of the monitoring target, we propose an adaptive real-time detection method for image integration detection to increase the velocity of image integration detection via part image processing and simple threshold method. Finally, to reduce the communication energy consumption, LIAT only sends the integration images to the base station via complete judgment of the dynamic images sensed by image sensor nodes. We conduct both indoor and outdoor environmental experiments. The results demonstrate that although LIAT needs a small amount of extra computing resource cost, it can significantly reduce the storage and transmission consumption while guaranteeing the perceived performance.
关键词	Sensor networks dynamic target image acquisition storage consumption transmission energy consumption
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[61379134] ; Beijing Natural Science Foundation[4122078]
WOS研究方向	Computer Science ; Telecommunications
WOS类目	Computer Science, Information Systems ; Telecommunications
WOS记录号	WOS:000389653700010
出版者	OLD CITY PUBLISHING INC
引用统计
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/7794
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Xiao, Ke-Jiang
作者单位	1.Univ Sci & Technol Beijing, Dept Comp Sci & Technol, Sch Comp & Commun Engn, Beijing 100083, Peoples R China 2.Hunan Elect Power Corp Changsha, State Grid Informat & Commun Co, Changsha 410007, Hunan, Peoples R China 3.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China 4.Princeton Univ, Dept Elect Engn, Princeton, NJ 08544 USA
推荐引用方式 GB/T 7714	Xiao, Ke-Jiang,Wang, Rui,Wen, Ji,et al. A Lightweight Algorithm for Dynamic Target Acquisition and Transmission[J]. AD HOC & SENSOR WIRELESS NETWORKS,2016,33(1-4):253-274.
APA	Xiao, Ke-Jiang,Wang, Rui,Wen, Ji,&Chen, Bo-Wei.(2016).A Lightweight Algorithm for Dynamic Target Acquisition and Transmission.AD HOC & SENSOR WIRELESS NETWORKS,33(1-4),253-274.
MLA	Xiao, Ke-Jiang,et al."A Lightweight Algorithm for Dynamic Target Acquisition and Transmission".AD HOC & SENSOR WIRELESS NETWORKS 33.1-4(2016):253-274.