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检索条件"机构=Institute of Computer Control Technology Huali"

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Research on Surveillance technology Based on Channel State Information technology Combined with Group Intelligence Cooperative Computing 5

Research on Surveillance Technology Based on Channel State I...

引用

5th International Seminar on Artificial Intelligence, Networking and Information technology, AINIT 2024

作者： Luo, Guohua Lu, Jiaming Lin, Junjie Chen, Wangxu Zheng, Kaiwen Lu, Xinghua Institute of Computer Control Technology Guangzhou Huali College Guangzhou China

ISBN: (纸本)9798350385557

Traditional visual surveillance systems have blind spots, resulting in a lack of information about the location and behavior of the surveillance target, while the lack of collaboration of a single visual sensor in traditional surveillance systems limits the acquisition of critical information. To solve this problem, this study proposes a surveillance technology scheme based on channel state information and group intelligence technology. The scheme utilizes CSI technology to design an indoor surveillance cooperative mechanism that can operate in smoke and dark conditions, even through barriers, to effectively monitor non-LoS targets, thus overcoming the blind spot problem of conventional visual surveillance systems. The system does not require the monitoring target personnel to wear sensors or configure specialized monitoring equipment, but rather realizes intelligent cooperative computing of multi-device groups through the breadth coverage characteristics of Wi-Fi information, combined with the changes in the intensity of CSI information caused by target motion, thus realizing real-time monitoring of the target, and improving safety and efficiency. © 2024 IEEE.

关键词： Channel state information

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Ship Wreck Detection Based on Multi-Beam Local Scene Robust Positioning 5

Ship Wreck Detection Based on Multi-Beam Local Scene Robust ...

引用

5th International Seminar on Artificial Intelligence, Networking and Information technology, AINIT 2024

作者： Pan, Yifu Cheng, Jinglong Lu, Xinghua Li, Yajing Wang, Chenhao Guo, Zhanjie Institute of Computer Control Technology Guangzhou Huali College Guangzhou China

ISBN: (纸本)9798350385557

In order to realize the visual detection and location search of shipwrecked at sea, a method for detecting shipwrecked at sea based on multi-beam local scene robust location is proposed. A visual image feature detection model of shipwrecked at sea is constructed, the multi-beam local scene robust feature analysis of shipwrecked at sea is realized by fusion matching and outlier parameter decomposition, the scene tracking of shipwrecked at sea is realized by combining the spatial beamforming method, and the super-pixel clustering processing of the wave beam is realized, and the robust positioning of shipwrecked is realized by considering the super-pixel gray information. According to the similarity between the pixels in the center of each cluster and the iterative search area, the multi-beam local scene is focused, the dynamic tracking and identification of real-time ships at sea and the focus of the map are realized by using the dual-mode verification method, the difference map is calculated by using the single-pixel logarithmic ratio operator and the neighborhood logarithmic ratio operator, and the wrecked ship is detected by weighted fusion according to the difference map. The simulation results show that this method can improve the positioning ability of the shipwrecked area, avoid the background interference, and get a clear picture of the detection result of the shipwrecked state change. © 2024 IEEE.

关键词： Ships

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Research on Resource Allocation Algorithm Based on OFDM Communication System 8

Research on Resource Allocation Algorithm Based on OFDM Comm...

引用

8th International Conference on Electrical, Mechanical and computer Engineering, ICEMCE 2024

作者： Zhou, Hanze Gao, Yuning Tang, Canxiong Yang, Dongchao Liang, Hongbin Institute Computer Control Technology Guangzhou Huali College Guangzhou China

ISBN: (纸本)9798331506230

Wireless communication relies on resource allocation to realize data transmission. The complex communication environment challenges resource allocation under harsh conditions, so optimizing resource allocation in communication system is very important. This paper explores the resource allocation problem of communication system, and designs and implements a low complexity resource allocation algorithm based on OFDM communication system. Three normalized resource allocation processing methods are used to optimize the resource allocation of water injection algorithm, so as to reduce the computational complexity and running time of the system and improve the capacity performance of the system. The results show that the strategy has a significant effect on improving the performance of OFDM communication system, and can effectively deal with the problems of low delay and transmission efficiency in the communication system, and achieve and optimize the resource allocation goal. © 2024 IEEE.

关键词： Adaptive technology Low complexity OFDM resource allocation Spectrum resources

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Research on regional personnel monitoring technology based on channel state information 7

Research on regional personnel monitoring technology based o...

引用

7th International Conference on Intelligent Computing and Signal Processing, ICSP 2022

作者： Mai, Kaijun Lu, Xinghua Luo, Guohua Cheng, Jinglong Guangzhou Huali College Institute of Computer Control Technology Guangzhou China

ISBN: (纸本)9781665478571

In view of the shortcomings of traditional camera and sensor type monitoring, such as blind spots, limited recognition distance and sensitive scene limitations, this paper proposes a human activity detection and monitoring method based on channel-state-information (CSI). The CSI information of the WiFi signal in the monitored area. Next, use the Butterworth low-pass filter to detect and remove abnormal data. And then use the principal component analysis (PCA) to extract the features of the human body posture, gait information, and number of people model;Learn to build a number recognition model for CSI data;because everyone is different, gait information can be used as an ID for human identification to identify different identities, and the human gait information based on Dynamic Time Warping (DTW) can be Effective identification, so as to play the effect of regional environmental monitoring. In the experiment, this method can achieve 92% capture performance for human gesture recognition, more than 93% error in indoor area recognition is less than 1, and the correct rate of gait recognition is up to 95.2%. © 2022 IEEE.

关键词： Personnel

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Design and implementation of a small diving safety detection underwater robot 7

Design and implementation of a small diving safety detection...

引用

2022 7th International Conference on Information Science, computer technology and Transportation, ISCTT 2022

作者： Ma, Qingqing Cheng, Jinglong Mai, Kaijun Pan, Enting Feng, Xizhe Ye, Zongyuan Institute of computer control technology Guangzhou Huali College Guangzhou China

ISBN: (纸本)9783800760565

In order to test the safety of diving in shallow waters, this design uses a small submersible safety detection underwater robot based on STM32 microcontroller, which can be used as a small cable unmanned underwater robot (ROV, Remote Operated Vehicle) detected in shallow waters. The underwater robot can realize the self-balance of the underwater posture, detect the underwater environment, fuse the sensor data, and send the water detection results to the upper computer display through the wireless module. Brief introduction of hardware structure design, software framework construction, introduce the control algorithm, sensor data collection and diving water hazard judgment. The underwater robot has verified the feasibility and stability of this design. © VDE VERLAG GMBH ∙ Berlin ∙ Offenbach.

关键词： Machine design

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Integrated access control monitoring system based on face video detection 2

Integrated access control monitoring system based on face vi...

引用

2nd International Conference on Consumer Electronics and computer Engineering, ICCECE 2022

作者： Zhai, Qian Institute of Computer Control Technology Guangzhou Huali College Guangzhou China

ISBN: (纸本)9781665408868

In order to realize the integrated entrance guard detection in the scene of random flow of *** with face recognition algorithm, the design method of integrated entrance guard monitoring system is proposed based on face video detection. A face video feature detection model in the scene of random flow of people is established, block matching on the face video features in the scene of random flow of people is performed, a living feature analysis model of face video monitoring in the scene of random flow of people is established by adopting the method of block feature information fusion, the face feature recognition and information fusion is realized by adopting the method of biological directional recognition, and the statistical features and edge detail parameters of face video in the scene of random flow of people are extracted, Combined with the face anti-deception algorithm, the authenticity of the face in the process of integrated entrance guard monitoring is judged. On the basis of dynamic biometric detection, the feature recognition of facial expressions under different expressions such as nature, smile and mouth opening are realized, and the integrated entrance guard monitoring is realized according to the feature recognition results. In the embedded and cloud technology environment, the alarm controller of integrated access control is built to realize access control, information privacy protection, image recognition and information playback, and the system hardware design is realized. The simulation results show that the designed integrated entrance guard monitoring system has high detection and recognition ability of face features and good recognition accuracy. © 2022 IEEE.

关键词： Monitoring

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Research on detection techniques for scanning attacks in software-defined network environments 4

Research on detection techniques for scanning attacks in sof...

引用

4th International Conference on computer Engineering and Application, ICCEA 2023

作者： Huang, Jiahao Chen, Jianxi Lu, Xinghua Mo, Bin Zeng, Cannan Qiu, Shilong Institute of Computer Control Technology Guangzhou Huali College Guangzhou China St. Paul University Philippines Tuguegarao Philippines

ISBN: (纸本)9798350347548

Cybersecurity incidents continue to plague digital life. Attackers planning to compromise a network or system often use methods such as scanning attacks to obtain valid attack information in advance, thus increasing the probability of a successful network attack. In response to this problem, the high flexibility of new architectures for software-defined networks and the OpenFlow protocoOpenFlowrovided some statistical information about network traffic in recent years. This method allows traffic to be monitored through switches that support the OpenFlow protocol and enables faster port scan detection than traditional methods of collecting periodic statistics, which can be used to detect malicious traffic activity. In this paper, we delve into the statistical rules of traffic in Openflow networks, develop and implement a traffic detection method based on port scanning in Openflow networks, establish an information entropy-based inspection mechanism, and use a mixture of two conventional traffic models and anomalous traffic for access. The experimental results show that the method can effectively and reasonably detect slow scanning attacks as well as improve the accuracy of identifying abnormal traffic. © 2023 IEEE.

关键词： Software defined networking

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Optimisation of occlusion data based on graph neural networks with joint objectives 4

Optimisation of occlusion data based on graph neural network...

引用

4th International Conference on Machine Learning, Big Data and Business Intelligence, MLBDBI 2022

作者： Lu, Lianwen Cui, Yuhan Lu, Xinghua Qiu, Jitao Ye, Zongyuan Institute of Computer Control Technology Guangzhou Huali College Guangzhou China Guangzhou Huali College School of Computer and Information Engineering Guangzhou China

ISBN: (纸本)9798350333947

This paper proposes a data federation multiobjective tracking (MOT) method based on a graph neural network framework, where a graph-based approach merges the optimisation data between multiple objects in the same frame and between objects in the preceding and following frames into the feature learning task. This approach uses the data logic and topological properties of graphs, combined with detectors to encapsulate the neighbourhood information of each node, in order to construct an association graph between multi-objective multi-features with the inference logic of optimised occlusion data, which is then learned by linear filtering to constrain feature score similarity. Finally, this paper conducts comparative experiments on the MOT dataset. By comparing the experimental index data of MOT15/17/20, the outstanding performance of this paper's method can be effectively demonstrated. © 2022 IEEE.

关键词： Graphic methods

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Research on Surveillance technology Based on Channel State Information technology Combined with Group Intelligence Cooperative Computing

Research on Surveillance Technology Based on Channel State I...

引用

Artificial Intelligence, Networking and Information technology (AINIT), International Seminar on

作者： Guohua Luo Jiaming Lu Junjie Lin Wangxu Chen Kaiwen Zheng Xinghua Lu Institute of computer control technology Guangzhou Huali College Guangzhou China

ISBN: (数字)9798350385557

ISBN: (纸本)9798350385564

关键词： Wireless communication Visualization Wireless sensor networks Accuracy Surveillance Collaboration Video surveillance

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Research on Resource Allocation Algorithm Based on OFDM Communication System

Research on Resource Allocation Algorithm Based on OFDM Comm...

引用

2024 8th International Conference on Electrical, Mechanical and computer Engineering (ICEMCE)

作者： Hanze Zhou Yuning Gao Canxiong Tang Dongchao Yang Hongbin Liang Guangzhou Huali College Institute computer control technology Guangzhou China

ISBN: (数字)9798331506230

ISBN: (纸本)9798331506247

关键词： Wireless communication Communication systems OFDM Market research Delays Computational efficiency Resource management Data communication Computational complexity Water resources

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