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基于環(huán)狀檢測器的WSN節點(diǎn)異常度雙向多重檢測方法
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(泰州學(xué)院 計算機科學(xué)與技術(shù)學(xué)院,江蘇 泰州 225300)

作者簡(jiǎn)介:

顧 晟(1976-),男,江蘇興化人,工程碩士,講師,主要從事計算機網(wǎng)絡(luò )安全方向的研究。[FQ)]

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TP301.6

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WSN Nodes Abnormal Degrees Two-way Multiple Detection Based on the Loop Detector
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(School of Computer Science and Technology Taizhou University,Taizhou 225300, China)

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    摘要:

    雙向多重檢測一直是WSN節點(diǎn)異常檢測的難點(diǎn),結合人工免疫原理提出了基于環(huán)狀檢測器的WSN異常度雙向多重檢測方法,引入人工免疫原理,設計了環(huán)狀檢測器,利用環(huán)狀檢測器能夠實(shí)現對異常信號的分級,并根據小波包提取信息的異常特征信號,結合設計的環(huán)狀檢測器進(jìn)行檢測,無(wú)需知道異常信號的參數和特點(diǎn),只要有正常的信號樣本就能對WSN節點(diǎn)的早期故障進(jìn)行檢測,實(shí)時(shí)預警;以美國Crossbow公司生產(chǎn)的內置震動(dòng)傳感器的WSN節點(diǎn)進(jìn)行測試,測試結果表明,環(huán)狀檢測器在選擇合適的內徑和外徑后,能夠準確地對WSN節點(diǎn)的異常進(jìn)行檢測,檢測準確率高達95%以上,比傳統系統準確率提高了35%左右,滿(mǎn)足了WSN系統對WSN節點(diǎn)準確檢測的要求,有效地解決了傳感網(wǎng)絡(luò )節點(diǎn)異常雙向檢測的問(wèn)題。

    Abstract:

    Two-way multiple detection has been the difficulty of WSN node anomaly detection based on artificial immune principle is presented based on the loop detector of WSN abnormality degrees two-way multiple detection method, this paper introduce artificial immune principle, designs the loop detector, using the loop detector can realize the abnormal signal classification, and according to the anomaly characteristics of the wavelet packet to extract the information of the signals, combining with the design of loop detector for testing, don't need to know parameters and characteristics of abnormal signal, as long as the normal signal samples can achieve early fault detection of WSN nodes, real-time early warning. Crossbow in the United States company's built-in vibration sensor of WSN node test, test results show that the inner and outer diameter of the loop detector in choosing appropriate, can accurately detect anomaly of WSN node detection accuracy is as high as 95% above, up about 35% higher than that of traditional system accuracy. Meet the requirement of the WSN system for WSN nodes, effective solve the problem of the abnormal bi-directional detection sensor network nodes. 

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顧晟.基于環(huán)狀檢測器的WSN節點(diǎn)異常度雙向多重檢測方法計算機測量與控制[J].,2014,22(8):2622-2624,2628.

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  • 收稿日期:2014-05-16
  • 最后修改日期:2014-06-19
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  • 在線(xiàn)發(fā)布日期: 2014-12-16
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