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题名

WISE: Low-Cost Wide Band Spectrum Sensing Using UWB

作者
DOI
发表日期
2022-11-06
会议名称
20th ACM Conference on Embedded Networked Sensor Systems, SenSys 2022
ISBN
9781450398862
会议录名称
页码
651-666
会议日期
November 6, 2022 - November 9, 2022
会议地点
Boston, MA, United states
会议录编者/会议主办者
ACM SIGARCH; ACM SIGBED; ACM SIGCOMM; ACM SIGMETRICS; ACM SIGMOBILE; ACM SIGOPS
出版者
摘要
Spectrum sensing plays a crucial role in spectrum monitoring and management. However, due to the expensive cost of high-speed ADCs, wideband spectrum sensing is a long-standing challenge. In this paper, we present how to transform Ultra-wideband (UWB) devices into a spectrum sensor which can provide wideband spectrum monitoring at a low cost. Compared with the expensive high-speed ADCs which cost at least hundreds of dollars, a UWB device is only several dollars. As the low-cost UWB technology is not originally designed for spectrum sensing, we address the inherent limitations of low-cost devices such as limited memory, low SPI speed and low accuracy, and show how to obtain spectrum occupancy information from the noisy and spurious UWB channel impulse response. In this paper, we present WISE, which not only can give accurate channel occupancy information, but also can precisely estimate the signal power and bandwidth. WISE can also detect fleeting radar signals. We implement WISE and perform extensive evaluations with both controlled experiments and field tests. Results show that WISE can sense up to 900MHz bandwidth and the power estimation error is less than 3dB. WISE can also accurately detect busy 5G channels. We believe that WISE provides a new paradigm for low-cost wideband spectrum sensing, which is critical for large-scale fine-grained spectrum monitoring.
© 2022 ACM.
学校署名
第一
语种
英语
收录类别
资助项目
We are truly grateful to all the anonymous reviewers for their insightful comments. This research is supported in part by the Key-Area Research and Development Program of Guangdong Province (No. 2020B0101390001), in part by the National Natural Science Foundation of China (No. 62002150), in part by RGC under Contract CERG 16203719, Contract 16204820, and Contract R8015, and in part by The Major Key Project of PCL(PCL2021A15). Q. Huang is the corresponding author.
EI入藏号
20230613566797
EI主题词
5G mobile communication systems ; Bandwidth ; Impulse response ; Ultra-wideband (UWB)
EI分类号
Information Theory and Signal Processing:716.1 ; Radio Systems and Equipment:716.3 ; Cost and Value Engineering; Industrial Economics:911
来源库
EV Compendex
引用统计
被引频次[WOS]:1
成果类型会议论文
条目标识符http://sustech.caswiz.com/handle/2SGJ60CL/519752
专题南方科技大学
作者单位
1.Southern University of Science and Technology, Peng Cheng Laboratory, China
2.Sun Yat-sen University, Peng Cheng Laboratory, China
3.Beijing University of Posts and Telecommunications, Peng Cheng Laboratory, China
4.Shanghai Jiao Tong University, China
5.Hong Kong University of Science and Technology, Hong Kong
第一作者单位南方科技大学
第一作者的第一单位南方科技大学
推荐引用方式
GB/T 7714
Luo, Zhicheng,Huang, Qianyi,Wang, Rui,et al. WISE: Low-Cost Wide Band Spectrum Sensing Using UWB[C]//ACM SIGARCH; ACM SIGBED; ACM SIGCOMM; ACM SIGMETRICS; ACM SIGMOBILE; ACM SIGOPS:Association for Computing Machinery, Inc,2022:651-666.
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