Address Query and Signal Processing System Based Intelligent Systems on Artificial Intelligence Sensor Array in Time Domain

Authors

  • Haixia Guo School of Computer Science and Mathematics, Harbin Finance University, Harbin 150036, Heilongjiang, China

Abstract

With the continuous development of the national economy and national defense technology, array address query signal processing systems are increasingly being applied in various fields such as communication, radar, seismic exploration, radio astronomy, wireless communication signal monitoring and management, mobile communication, navigation, medicine, etc. However, when multiple signals with the same beamwidth appear simultaneously, traditional array-based signal processing methods cannot effectively distinguish multiple signals. Artificial intelligence (AI) sensor array can address query and signal processing, and is an emerging information processing mode that breaks through the Rayleigh limitation of traditional
methods, thereby achieving target analysis and localization. This study applied the array time-domain technology in AI sensors to address query and signal processing systems. For the construction of an array address query and signal processing system, multiple signal classification algorithms were used to calculate signal fluctuations, and four data features of the two were compared and analyzed. The results showed that the proposed intelligent array address query and signal processing system can solve the problems existing in traditional methods, and the algorithm used can greatly improve the resolution ability of the array antenna and ease the restrictions on column structure. The time-domain address query and signal processing system of AI sensor arrays can maintain an average stability of over 86%, with a minimum time requirement of 32 seconds; accuracy generally consistent at over 90%, and an average number of 51.8 more than traditional systems in terms of universality. This plays a very important role in the research and development of both civilian and military equipment, and can facilitate further upgrading and development of the respective technology.

Keywords: Address Signal Processing System, Artificial Intelligence Sensor, Array Time Domain, Multiple Signal Classification Algorithm

Cite As

H. Guo, "Address Query and Signal Processing System Based Intelligent Systems on Artificial Intelligence Sensor Array in Time Domain", Engineering Intelligent Systems, vol. 33 no. 4, pp. 417-426, 2025.



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Published

2025-07-01

Issue

Vol. 33 No. 4 (2025): International Journal of Engineering Intelligent Systems

Section

Article

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