Poster: On the Low-Cost and Distance-Adaptive Device-free Localization

Chen Liu, Dingyi Fang, Hongbo Jiang, Xiaojiang Chen, Zhanyong Tang, Ju Wang, Weike Nie
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引用次数: 0

Abstract

This poster introduces JRD, a novel device-free localization system which can achieve high accuracy with low cost and little human effort, and is even robust to different scenarios. Unlike the previous Radio Signal Strength (RSS)-based systems which depend on the dense deployment to provide high accuracy, JRD extracts the fine-grained RSS distributions of a single link and presents a voting algorithm based on multi-link to identify the object location accurately while maintaining a low-cost deployment. Furthermore, JRD is flexible to different scenarios by using the transferring technique with less time-consuming and human effort. Experimental results show that JRD can improve the localization accuracy by up to 50% with less cost as compared with the existing RSS approaches.
海报:关于低成本和距离自适应的无设备定位
这张海报介绍了一种新型的无设备定位系统JRD,它可以以低成本和少人力实现高精度,甚至对不同场景都具有鲁棒性。与以往基于无线电信号强度(RSS)的系统依赖于密集部署来提供高精度不同,JRD提取单个链路的细粒度RSS分布,并提出基于多链路的投票算法,在保持低成本部署的同时准确识别目标位置。此外,通过使用更少耗时和人力的转换技术,JRD可以灵活地适应不同的场景。实验结果表明,与现有的RSS方法相比,JRD的定位精度提高了50%以上,且成本较低。
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