Research on AIS Signal Frequency Statistics based on SpringBoot+Vue

Authors

  • Xuejun You
  • Yingying Chen
  • Taizhi Lv

DOI:

https://doi.org/10.54097/jceim.v11i3.05

Keywords:

AIS (automatic identification system), Flink, Spring Boot, Vue, AutoNavi Map, Signal frequency analysis

Abstract

With the rapid development of global industry, AIS (automatic identification system) has become an important tool for ship management and safety monitoring. In order to better display the frequency distribution of AIS signals, this paper graphically displays the data in the AIS signals, allowing users to fully understand the data in the AIS signals, including ship type distribution, speed range, and signal frequencies in different areas. It uses Kafka and Flink technology to receive, clean and analyze the sent data, and finally stores it in MySQL and Redis data. It reads the data through Spring Boot + MyBatis, and uses Vue + Echarts chart tool and AutoNavi Map API for display and analysis. To gain an in-depth understanding of its importance and application prospects in the field of epidemics.

References

Lv, Taizhi, Peiyi Tang, and Juan Zhang. "A Real-Time AIS Data Cleaning and Indicator Analysis Algorithm Based on Stream Computing." Scientific Programming 2023 (2023):1-11.

Zhang, Jinfen, et al. "An interpretable knowledge-based decision support method for ship collision avoidance using AIS data." Reliability Engineering & System Safety 230 (2023): 108919.

Zhang, Jun, et al. "A web log real-time analysis platform based on stream computing." Third International Conference on Computer Vision and Data Mining (ICCVDM 2022). Vol. 12511. SPIE, 2023: 471-476.

Lv, Taizhi, et al. "Research on Ship AIS Data Analysis Based on Stream Computing and Virtual Fence." 2023 4th International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering (ICBAIE). IEEE, 2023: 41-44.

Abu Kausar, M., M. Nasar, and A. Soosaimanickam. "A Study of Performance and Comparison of NoSQL Databases: MongoDB, Cassandra, and Redis Using YCSB." Indian Journal of Science and Technology 15.31 (2022): 1532-1540.

Sotnik, Svitlana, Volodymyr Manakov, and Vyacheslav Lyashenko. "Overview: PHP and MySQL Features for Creating Modern Web Projects." (2023).

Kang, Xiaolin, et al. "Design of student information management system based on the separation of front and back ends." 2nd International Conference on Internet of Things and Smart City (IoTSC 2022). Vol. 12249. SPIE, 2022: 103-109.

Zou, Yujuan, et al. "Research on ship data analysis based on Spark platform." 2023 5th International Conference on Communications, Information System and Computer Engineering (CISCE). IEEE, 2023: 249-252.

Zhang, Juan, and Taizhi Lv. "Design and implementation of ship data analysis platform." Frontiers in Computing and Intelligent Systems 2.1 (2022): 20-22.

Downloads

Published

21-11-2023

Issue

Section

Articles

How to Cite

You, X., Chen, Y., & Lv, T. (2023). Research on AIS Signal Frequency Statistics based on SpringBoot+Vue. Journal of Computing and Electronic Information Management, 11(3), 22-25. https://doi.org/10.54097/jceim.v11i3.05

Similar Articles

1-10 of 110

You may also start an advanced similarity search for this article.