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An Indoor Intrusion Detection Method Based on Wireless Channel State Information

A technology of wireless channel status and channel status information, applied in the field of intrusion detection, can solve the problems of inability to detect intruders, detection of dead angles, high camera overhead, etc., to achieve reduced deployment and installation costs, reliable intrusion detection system, and significant multipath effects Effect

Active Publication Date: 2020-08-04
ZHEJIANG UNIV
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Although this method is widely used, it has the following disadvantages: 1. There are dead spots in detection, and it is expensive to deploy a large number of cameras
2. There is a problem of violating user privacy information
The disadvantage of this method is that the detection area is relatively single, and it can only be deployed on doors and windows. Once the intruder avoids these areas through some methods, the intruder cannot be detected due to the limitation of the infrared detection distance.

Method used

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  • An Indoor Intrusion Detection Method Based on Wireless Channel State Information
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  • An Indoor Intrusion Detection Method Based on Wireless Channel State Information

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Embodiment Construction

[0035] Hereinafter, we will elaborate on the actual deployment of the present invention in conjunction with the accompanying drawings, so that the advantages and features of the present invention can be easily and quickly understood by those skilled in the art. details as follows:

[0036] (1) Deploy the wireless channel state information collection node (Tx) and wireless router (Rx), the collection node uses the Humming board Pro development board, and the embedded operating system that has passed the compatibility test is installed: Armbian5.20Cubox-I Debian Jessie, and The Intel 5300 network card was successfully deployed on it and the channel state information data can be collected. The wireless router uses NETGEAR JR7600. Study actual home application scenarios and give three sets of hardware selection and configuration solutions for intrusion detection systems, which can be deployed for different application scenarios: 1) home router + HMP; 2) smart router with openWRT + A...

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Abstract

The invention provides an indoor intrusion detection method based on wireless channel state information. The indoor intrusion detection method includes the steps of two parts that the first part, a detection threshold in a silent environment is obtained, that is, a data acquisition node is used for acquiring the wireless channel state information in the indoor unmanned state, the acquired channelstate information is subjected to noise filtering and separation point removal, the amplitude and phase of the acquired channel state information are extracted, and a standard deviation is calculatedto be used as the detection threshold; and the second part, real-time intrusion detection is conducted, that is, the data acquisition node is used for acquiring the wireless channel state information,a short-term mean standard deviation (SVR) and a long-term mean standard deviation (LVR) are used for real-time intrusion detection, the SVR is first used for detecting whether intruders enter a monitoring area or not, once the intruders are detected, the LVR is used for monitor whether the intruders are indoors all the time or not; meanwhile, a K-nearest neighbor algorithm and a dynamic time structuring method are used for classifying intrusion behaviors to accurately judge the intrusion behaviors. The indoor intrusion detection method based on the wireless channel state information overcomes the limitations of a computer vision method on the demand of visible light, the great influence on user privacy and the like, and meanwhile, has the characteristics of large detection range, low equipment cost, and the like.

Description

Technical field [0001] The invention relates to an indoor intrusion detection method based on wireless channel state information, belonging to the field of intrusion detection. Background technique [0002] With the rapid development of society, traditional manual monitoring systems have become increasingly difficult to adapt to the requirements of today's society, and intelligent monitoring systems will become the mainstream of the next generation of monitoring systems. The most basic task of the monitoring system is to detect whether someone enters an area, which has always been a research hotspot in the security field. A commonly used method is the image-based detection method. This method deploys single or multiple camera devices in an area, and then uses image processing methods to extract features of the obtained images, and finally determine whether there is human activity. Although this method is widely used, it has the following shortcomings: 1. There are dead spots in...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G08B13/24H04B17/309
CPCG08B13/2494H04B17/309
Inventor 董玮高艺李炳基林宇翔
Owner ZHEJIANG UNIV
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