Feasibility of Laser Communication Beacon Light Compressed Sensing

doi:10.3390/s20247257

CORC > 长春光学精密机械与物理研究所 > 中国科学院长春光学精密机械与物理研究所

	Feasibility of Laser Communication Beacon Light Compressed Sensing
	Z. Wang,S. J. Gao and L. Sheng
刊名	Sensors
	2020
卷号	20 期号:24 页码:13
DOI	10.3390/s20247257
英文摘要	The Compressed Sensing (CS) camera can compress images in real time without consuming computing resources. Applying CS theory in the Laser Communication (LC) system can minimize the assumed transmission bandwidth (normally from a satellite to a ground station) and minimize the storage costs of beacon light-spot images; this can save more than ten times the typical bandwidth or storage space. However, the CS compressive process affects the light-spot tracking and key parameters in the images. In this study, we quantitatively explored the feasibility of the CS technique to capture light-spots in LC systems. We redesigned the measurement matrix to adapt to the requirement of light-tracking. We established a succinct structured deep network, the Compressed Sensing Denoising Center Net (CSD-Center Net) for denoising tracking computation from compressed image information. A series of simulations was made to test the performance of information preservation in beacon light spot image storage. With the consideration of CS ratio and application scenarios, coupled with CSD-Center Net and standard centroid, CS can achieve the tracking function well. The information preserved in compressed information correlates with the CS ratio; higher CS ratio can preserve more details. In fact, when the data rate is up than 10%, the accuracy could meet the requirements what we need in most application scenarios.
URL标识	查看原文
语种	英语
内容类型	期刊论文
源URL	[http://ir.ciomp.ac.cn/handle/181722/64522]
专题	中国科学院长春光学精密机械与物理研究所
推荐引用方式 GB/T 7714	Z. Wang,S. J. Gao and L. Sheng. Feasibility of Laser Communication Beacon Light Compressed Sensing[J]. Sensors,2020,20(24):13.
APA	Z. Wang,S. J. Gao and L. Sheng.(2020).Feasibility of Laser Communication Beacon Light Compressed Sensing.Sensors,20(24),13.
MLA	Z. Wang,S. J. Gao and L. Sheng."Feasibility of Laser Communication Beacon Light Compressed Sensing".Sensors 20.24(2020):13.