WISE: Low-Cost Wide Band Spectrum Sensing Using UWB

被引:4
作者
Luo, Zhicheng [1 ,2 ]
Huang, Qianyi [2 ,3 ]
Wang, Rui [1 ]
Chen, Hao [2 ]
Tao, Xiaofeng [2 ,4 ]
Chen, Guihai [5 ]
Zhang, Qian [6 ]
机构
[1] Southern Univ Sci & Technol, Shenzhen, Peoples R China
[2] Peng Cheng Lab, Shenzhen, Peoples R China
[3] Sun Yat Sen Univ, Guangzhou, Peoples R China
[4] Beijing Univ Posts & Telecommun, Beijing, Peoples R China
[5] Shanghai Jiao Tong Univ, Shanghai, Peoples R China
[6] Hong Kong Univ Sci & Technol, Hong Kong, Peoples R China
来源
PROCEEDINGS OF THE TWENTIETH ACM CONFERENCE ON EMBEDDED NETWORKED SENSOR SYSTEMS, SENSYS 2022 | 2022年
基金
中国国家自然科学基金;
关键词
Spectrum sensing; UWB; Low-cost; Wideband;
D O I
10.1145/3560905.3568541
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
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.
引用
收藏
页码:651 / 666
页数:16
相关论文
共 49 条
[1]  
AirTag, 2021, Apple AirTag arrives for $29, uses Ultra Wideband and does Emoji
[2]  
Anderson Boyd, 2019, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, V3, DOI [10.1145/3351231, 10.1145/3351231]
[3]  
[Anonymous], 2011, IEEE Std, V802, P4, DOI [10.1109/IEEESTD.2011.6012487, DOI 10.1109/IEEESTD.2011.6012487]
[4]  
Apple U1 chip, 2020, Apple U1 chip explained: What is it and what can it do?
[5]  
Apple watch, 2020, Apple Watch Series 6 Features U1 Chip for Ultra Wide-band
[6]   The role of PASTA in network measurement [J].
Baccelli, Francois ;
Veitch, Darryl ;
Machiraju, Sridhar ;
Bolot, Jean .
ACM SIGCOMM COMPUTER COMMUNICATION REVIEW, 2006, 36 (04) :231-242
[7]  
CEVA-RivieraWaves UWB, 2011, Low power ultra-wideband IP for Mobile, Automotive, Consumer and IoT applications
[8]  
Chakraborty A, 2017, IEEE INFOCOM SER
[9]  
Chen Zhe, 2021, MobiCom '21: Proceedings of the 27th Annual International Conference on Mobile Computing and Networking, P601, DOI 10.1145/3447993.3483267
[10]  
Chen Zhe, 2021, MobiCom '21: Proceedings of the 27th Annual International Conference on Mobile Computing and Networking, P392, DOI 10.1145/3447993.3483251