IGGCAS OpenIR  > 油气资源研究院重点实验室
Development and Testing of a 5G Multichannel Intelligent Seismograph Based on Raspberry Pi
Idehen, Igbinigie Philip1,2,3; You, Qingyu1; Xu, Xiqiang1; Li, Shaoqing1; Zhang, Yan1; Hu, Yaoxing1; Wang, Yuan1
2022-06-01
Source PublicationSENSORS
Volume22Issue:11Pages:14
AbstractA seismograph was designed based on Raspberry Pi. Although comprising 8 channels, the seismograph can be expanded to 16, 24, or 32 channels by using a USB interfacing with a microcontroller. In addition, by clustering more than one Raspberry Pi, the number of possible channels can be extended beyond 32. In this study, we also explored the computational intelligence of Raspberry Pi for running real-time systems and multithreaded algorithms to process raw seismic data. Also integrated into the seismograph is a Huawei MH5000-31 5G module, which provided high-speed internet real-time operations. Other hardware peripherals included a 24 bit ADS1251 analog-to-digital converter (ADC) and a STM32F407 microcontroller. Real-time data were acquired in the field for ambient noise tomography. An analysis tool called spatial autocorrelation (SPAC) was used to analyze the data, followed by inversion, which revealed the subsurface velocity of the site location. The proposed seismograph is prospective for small, medium, or commercial data acquisition. In accordance with the processing power and stability of Raspberry Pi, which were confirmed in this study, the proposed seismograph is also recommended as a template for developing high-performance computing applications, such as artificial intelligence (AI) in seismology and other related disciplines.
KeywordRaspberry Pi multichannel seismograph ambient noise tomography IoT real-time data transfer 5G module machine learning
DOI10.3390/s22114193
Funding OrganizationKey Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China
WOS KeywordTOMOGRAPHY
Language英语
Funding ProjectKey Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences[COMS2019Q10] ; National Natural Science Foundation of China[92058213] ; National Natural Science Foundation of China[42176084]
Funding OrganizationKey Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; Key Deployment Project of Center for Ocean MegaScience of Chinese Academy of Sciences ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China
WOS Research AreaChemistry ; Engineering ; Instruments & Instrumentation
WOS SubjectChemistry, Analytical ; Engineering, Electrical & Electronic ; Instruments & Instrumentation
WOS IDWOS:000808950600001
PublisherMDPI
Citation statistics
Document Type期刊论文
Identifierhttp://ir.iggcas.ac.cn/handle/132A11/106086
Collection油气资源研究院重点实验室
Corresponding AuthorIdehen, Igbinigie Philip
Affiliation1.Chinese Acad Sci, Inst Geol & Geophys, Key Lab Petr Resources Res, Beijing 100029, Peoples R China
2.Anchor Univ, Dept Phys & Phys Elect, Ayobo P M B 00001, Lagos 100278, Nigeria
3.Obafemi Awolowo Univ, Dept Geol, PMB 13, Ife 220282, Nigeria
First Author AffilicationKey Laboratory of Petroleum Resource Research, Chinese Academy of Sciences
Corresponding Author AffilicationKey Laboratory of Petroleum Resource Research, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Idehen, Igbinigie Philip,You, Qingyu,Xu, Xiqiang,et al. Development and Testing of a 5G Multichannel Intelligent Seismograph Based on Raspberry Pi[J]. SENSORS,2022,22(11):14.
APA Idehen, Igbinigie Philip.,You, Qingyu.,Xu, Xiqiang.,Li, Shaoqing.,Zhang, Yan.,...&Wang, Yuan.(2022).Development and Testing of a 5G Multichannel Intelligent Seismograph Based on Raspberry Pi.SENSORS,22(11),14.
MLA Idehen, Igbinigie Philip,et al."Development and Testing of a 5G Multichannel Intelligent Seismograph Based on Raspberry Pi".SENSORS 22.11(2022):14.
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