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19.06.2024

Research on Data Anti-collision Mechanism for Solving LoRa Channel Resource Conflict Problem in Loom Data Monitoring System

verfasst von: Yanjun Xiao, Yingjia Li, Yu Tian, Weiling Liu

Erschienen in: Wireless Personal Communications | Ausgabe 1/2024

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Abstract

Aiming at the problems of complex networking, high power consumption, and short communication distance of the communication technology used in the existing multi-loom data monitoring system, this paper adopts a LoRa technology with the advantages of strong anti-jamming ability, low operating power consumption, and long communication distance, and proposes a multi-loom data monitoring system program based on LoRa technology. Due to the large number of looms in the industrial field, multiple LoRa terminal nodes need to report data to the LoRa gateway nodes at the same time, the transmission frequency is relatively high and the channel load is heavy, and there is the problem of low channel utilization under the traditional data anti-collision algorithm. Aiming at the above problems, this paper proposes a communication mechanism based on the combination of binary tree conflict decomposition algorithm and TDMA, which can ensure that the communication of static time-slot type terminal nodes is free of data collision and reduce the node’s power consumption, and at the same time, it can ensure that the terminal nodes that do not receive the receive answer frame can use the competition to report the data again within the dynamic time-slot assigned, so that the packets involved in the collision can be successfully transmission. In this paper, the remote monitoring system is designed in terms of both hardware and software systems. In order to prove the feasibility of the solution, practical tests show that the terminal nodes and gateway nodes can realize 100% no packet loss within 400 m in the loom industrial field environment, and the designed terminal nodes have low power consumption. It has some reference value in loom data monitoring.

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Literatur
1.
Zurück zum Zitat Guo, Q. (2024). Analysis of countermeasures for the application of electronic information technology in control systems. Electronics Technology, 53(02), 351–353. Guo, Q. (2024). Analysis of countermeasures for the application of electronic information technology in control systems. Electronics Technology, 53(02), 351–353.
2.
Zurück zum Zitat Xu, B. B. (2012). Research and application of real-time data acquisition for heterogeneous weaving machines. Zhejiang University of Technology. Xu, B. B. (2012). Research and application of real-time data acquisition for heterogeneous weaving machines. Zhejiang University of Technology.
3.
Zurück zum Zitat Wang, S., & Wu, X. (2019). Research on monitoring system of rapier loom based on TwinCATEtherCAT. Progress in Textile Science and Technology, 08, 17–19. Wang, S., & Wu, X. (2019). Research on monitoring system of rapier loom based on TwinCATEtherCAT. Progress in Textile Science and Technology, 08, 17–19.
4.
Zurück zum Zitat Wang, X. L. (2020). Research on spindle vibration monitoring and analysis system of rapier loom. Hebei University of Technology. Wang, X. L. (2020). Research on spindle vibration monitoring and analysis system of rapier loom. Hebei University of Technology.
5.
Zurück zum Zitat Tang, S. S. (2015). Information acquisition and processing system based on ZigBee and WEB. Zhejiang University of Technology. Tang, S. S. (2015). Information acquisition and processing system based on ZigBee and WEB. Zhejiang University of Technology.
6.
Zurück zum Zitat Wu, X. Y., & Xiao, Wb. (2012). Monitoring system of rapier loom based on wireless communication technology. Progress in Textile Science and Technology, 03, 37–39. Wu, X. Y., & Xiao, Wb. (2012). Monitoring system of rapier loom based on wireless communication technology. Progress in Textile Science and Technology, 03, 37–39.
7.
Zurück zum Zitat Zhang, T. L., & Yang, H. Y. (2019). Remote greenhouse environment monitoring system based on lora. Inner Mongolia: Journal of Inner Mongolia University of Technology (Natural Science Edition), 06, 446–453. Zhang, T. L., & Yang, H. Y. (2019). Remote greenhouse environment monitoring system based on lora. Inner Mongolia: Journal of Inner Mongolia University of Technology (Natural Science Edition), 06, 446–453.
8.
Zurück zum Zitat Zhu, Z. B., & Ma, Y. C. (2020). Design of remote low-power steel bridge temperature measurement system. Electronic Measurement Technology, 23, 154–158. Zhu, Z. B., & Ma, Y. C. (2020). Design of remote low-power steel bridge temperature measurement system. Electronic Measurement Technology, 23, 154–158.
9.
Zurück zum Zitat Mangalvedhe, N., Ratasuk, R., & Ghosh, A. (2016). NB-Io T deployment study for low power wide area cellular IoT. IEEE, 7, 92–97. Mangalvedhe, N., Ratasuk, R., & Ghosh, A. (2016). NB-Io T deployment study for low power wide area cellular IoT. IEEE, 7, 92–97.
10.
Zurück zum Zitat Liao, Z. Y., & Yang, S. T. (2021). Research on the application of LoRa technology in low-power intelligent meter reading systems. Guangxi: Journal of Guangxi University for Nationalities (Natural Science Edition), 04, 87–90. Liao, Z. Y., & Yang, S. T. (2021). Research on the application of LoRa technology in low-power intelligent meter reading systems. Guangxi: Journal of Guangxi University for Nationalities (Natural Science Edition), 04, 87–90.
11.
Zurück zum Zitat Huang, J. G., Hu, S. Y., Liu, W., Hu, Y. C., & Luo, J. (2024). Current situation and prospects of smart agriculture development. Southern Agricultural Machinery, 07, 41–44. Huang, J. G., Hu, S. Y., Liu, W., Hu, Y. C., & Luo, J. (2024). Current situation and prospects of smart agriculture development. Southern Agricultural Machinery, 07, 41–44.
12.
Zurück zum Zitat Tian, B., & Bao, X. Y. (2024). Design of monitoring and control system for underground pipe corridor in smart cities. Smart Cities, 02, 14–16. Tian, B., & Bao, X. Y. (2024). Design of monitoring and control system for underground pipe corridor in smart cities. Smart Cities, 02, 14–16.
13.
Zurück zum Zitat Hao, Z. M., Ge, W. H., Hao, J. Y., Li, B. B., Sun, D. D., & Ran, N. (2019). Research on embedded elevator operation state monitoring system. Journal of Electronic Measurement and Instrumentation, 08, 187–193. Hao, Z. M., Ge, W. H., Hao, J. Y., Li, B. B., Sun, D. D., & Ran, N. (2019). Research on embedded elevator operation state monitoring system. Journal of Electronic Measurement and Instrumentation, 08, 187–193.
14.
Zurück zum Zitat Sun, T. Z., & Dai, Y. W. (2018). Design of wireless field information acquisition scheme based on LoRa. Computer Measurement & Control, 08, 208–212. Sun, T. Z., & Dai, Y. W. (2018). Design of wireless field information acquisition scheme based on LoRa. Computer Measurement & Control, 08, 208–212.
15.
Zurück zum Zitat Enes, S., Nevzudin, B., & Đulaga, H. (2023). Long-range remote control based on lora transceivers. BH Electrical Engineering, 2, 42–48. Enes, S., Nevzudin, B., & Đulaga, H. (2023). Long-range remote control based on lora transceivers. BH Electrical Engineering, 2, 42–48.
16.
Zurück zum Zitat Xiao, W., Rachkidy, E. N., & Guitton, A. (2024). Improving collision resolution of superposed LoRa signals using a slot-free decoding scheme. Ad Hoc Networks, 157, 103442.CrossRef Xiao, W., Rachkidy, E. N., & Guitton, A. (2024). Improving collision resolution of superposed LoRa signals using a slot-free decoding scheme. Ad Hoc Networks, 157, 103442.CrossRef
17.
Zurück zum Zitat Arratia, B., Rosas, E., Calafate, T. C., Cano, J. C., Cecilia, M. J., & Manzoni, P. (2024). AlLoRa: Empowering environmental intelligence through an advanced LoRa-based IoT solution. Computer Communications, 218, 44–58.CrossRef Arratia, B., Rosas, E., Calafate, T. C., Cano, J. C., Cecilia, M. J., & Manzoni, P. (2024). AlLoRa: Empowering environmental intelligence through an advanced LoRa-based IoT solution. Computer Communications, 218, 44–58.CrossRef
18.
Zurück zum Zitat Hu, B. (2022). Research and Implementation of LoRa signal collision demodulation mechanism based on physical layer multidimensional features. Southeast University. Hu, B. (2022). Research and Implementation of LoRa signal collision demodulation mechanism based on physical layer multidimensional features. Southeast University.
19.
Zurück zum Zitat Zhao, B. Y. (2021). Design and Implementation of LoRa Anti-Collision Algorithm for Dense IoT Applications. Southeast University. Zhao, B. Y. (2021). Design and Implementation of LoRa Anti-Collision Algorithm for Dense IoT Applications. Southeast University.
20.
Zurück zum Zitat Liu, P. Z., & Ke, Y. A. (2015). Principles of CDMA communication technology and its comparison with TDMA and FDMA. Wireless Interconnection Technology, 02, 13–14. Liu, P. Z., & Ke, Y. A. (2015). Principles of CDMA communication technology and its comparison with TDMA and FDMA. Wireless Interconnection Technology, 02, 13–14.
21.
Zurück zum Zitat Du, Y. X., Li, H. R., & Wang, C. H. (2021). Random access control for internet of things based on binary tree conflict decomposition. Computer Simulation, 09, 395–399. Du, Y. X., Li, H. R., & Wang, C. H. (2021). Random access control for internet of things based on binary tree conflict decomposition. Computer Simulation, 09, 395–399.
22.
Zurück zum Zitat Liu, W. J. (2018). Remote monitoring system of industrialized gas concentration based on Android and LoRa. Yangzhou University. Liu, W. J. (2018). Remote monitoring system of industrialized gas concentration based on Android and LoRa. Yangzhou University.
23.
Zurück zum Zitat Wang, F. (2019). Analysis of speech coding and decoding algorithms based on ARM platform and its design and implementation in wireless transmission system. Xi’an University of Electronic Science and Technology. Wang, F. (2019). Analysis of speech coding and decoding algorithms based on ARM platform and its design and implementation in wireless transmission system. Xi’an University of Electronic Science and Technology.
24.
Zurück zum Zitat Han, J. J. (2018). Research and implementation of oilfield wellhead instrumentation data transmission based on LoRa technology. Xi’an University of Petroleum. Han, J. J. (2018). Research and implementation of oilfield wellhead instrumentation data transmission based on LoRa technology. Xi’an University of Petroleum.
25.
Zurück zum Zitat He, X. W., & Cao, K. H. (2023). LoRa network communication protocol based on location and time planning. Peer-to-Peer Networking and Applications, 4, 1596–1608. He, X. W., & Cao, K. H. (2023). LoRa network communication protocol based on location and time planning. Peer-to-Peer Networking and Applications, 4, 1596–1608.
26.
Zurück zum Zitat Ji, F. (2016). Design and realization of server side of internet of things monitoring system. Nanjing University of Posts and Telecommunications. Ji, F. (2016). Design and realization of server side of internet of things monitoring system. Nanjing University of Posts and Telecommunications.
27.
Zurück zum Zitat Zhang, L., Zhang, X. D., & Yuan, Y. Q. (2023). A time synchronization scheme for virtual-real joint simulation system of TDMA datalink system. Modern navigation(03),200-204+210. Zhang, L., Zhang, X. D., & Yuan, Y. Q. (2023). A time synchronization scheme for virtual-real joint simulation system of TDMA datalink system. Modern navigation(03),200-204+210.
28.
Zurück zum Zitat Lin, S. W. (2019). Design and implementation of wireless relay technology for internet of things applications. Beijing University of Posts and Telecommunications. Lin, S. W. (2019). Design and implementation of wireless relay technology for internet of things applications. Beijing University of Posts and Telecommunications.
29.
Zurück zum Zitat Liao, J. X. (2023). Research on LoRaWAN adaptive data rate algorithm for mobile scenarios. Northeast Agricultural University. Liao, J. X. (2023). Research on LoRaWAN adaptive data rate algorithm for mobile scenarios. Northeast Agricultural University.
30.
Zurück zum Zitat Xiao, W. (2019). Design and implementation of IPv6 protocol header compression mechanism applied to lora networks. Southeast University. Xiao, W. (2019). Design and implementation of IPv6 protocol header compression mechanism applied to lora networks. Southeast University.
31.
Zurück zum Zitat Ma, Y. C. (2023). Design of a highly reliable system for real-time slope monitoring data acquisition and transmission based on LoRa. Shijiazhuang Railway University. Ma, Y. C. (2023). Design of a highly reliable system for real-time slope monitoring data acquisition and transmission based on LoRa. Shijiazhuang Railway University.
32.
Zurück zum Zitat Xie, H. D., Chen, Y. C., & Xiang, X. F. (2022). Reinforcement learning-based channel collision countermeasures. Radio Communication Technology, 04, 745–750. Xie, H. D., Chen, Y. C., & Xiang, X. F. (2022). Reinforcement learning-based channel collision countermeasures. Radio Communication Technology, 04, 745–750.
33.
Zurück zum Zitat Yang, M. K., Zhai, D. S., Fei, J. F., Zhang, R. N., Yang, Y. K., & Zhang, W. (2022). Performance analysis of communication systems based on time-slotted ALOHA and NOMA. Guidance and Fuzing, 03, 38–42. Yang, M. K., Zhai, D. S., Fei, J. F., Zhang, R. N., Yang, Y. K., & Zhang, W. (2022). Performance analysis of communication systems based on time-slotted ALOHA and NOMA. Guidance and Fuzing, 03, 38–42.
34.
Zurück zum Zitat Peng, Y., Tao, Z. J., Lin, Z., Ji, T. J., & Liu, X. W. (2024). Design of smart home system based on STM32 and OneNET. Internet of Things Technology, 02, 86–89. Peng, Y., Tao, Z. J., Lin, Z., Ji, T. J., & Liu, X. W. (2024). Design of smart home system based on STM32 and OneNET. Internet of Things Technology, 02, 86–89.
35.
Zurück zum Zitat Lv, X. W. (2023). The role of equipment comprehensive efficiency OEE strategy for enterprise management. Harbin Bearing, 03, 51–54. Lv, X. W. (2023). The role of equipment comprehensive efficiency OEE strategy for enterprise management. Harbin Bearing, 03, 51–54.
Metadaten
Titel
Research on Data Anti-collision Mechanism for Solving LoRa Channel Resource Conflict Problem in Loom Data Monitoring System
verfasst von
Yanjun Xiao
Yingjia Li
Yu Tian
Weiling Liu
Publikationsdatum
19.06.2024
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 1/2024
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-024-11333-7