Cooperative spectrum sensing scheme against SSDF attack based on ESD test in radio network

Lichun XIE; Chunqin ZHANG

doi:10.11959/j.issn.1000-0801.2016236

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Cooperative spectrum sensing scheme against SSDF attack based on ESD test in radio network

research and development | 更新时间：2024-06-05

- Cooperative spectrum sensing scheme against SSDF attack based on ESD test in radio network
- Telecommunications Science Vol. 32, Issue 10, Pages: 87-93(2016)
- 作者机构：
  
  1. 浙江工业职业技术学院，浙江绍兴312000
  2. 东南大学电气工程学院，江苏南京211189
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.1000-0801.2016236
  CLC： TP393
- Published Online：2016-10，
  
  Published：20 October 2016
- 稿件说明：
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Lichun XIE, Chunqin ZHANG. Cooperative spectrum sensing scheme against SSDF attack based on ESD test in radio network[J]. Telecommunications science, 2016, 32(10): 87-93.
DOI：

Lichun XIE, Chunqin ZHANG. Cooperative spectrum sensing scheme against SSDF attack based on ESD test in radio network[J]. Telecommunications science, 2016, 32(10): 87-93. DOI： 10.11959/j.issn.1000-0801.2016236.

摘要

针对认知无线电网络中协作频谱感知容易遭受数据伪造攻击的问题，提出一种基于检验统计和极端学生化偏差检验法的协作频谱感知方案。首先，将差分进化算法与加权增益合并软决策融合方法相结合，形成一种高效的节点决策融合机制。然后，在协作感知中，根据节点的软决策数据，利用检验统计消除故障认知节点。最后，利用提出的改进型ESD检验法消除恶意认知节点，从而形成全局决策。仿真结果表明，该方案在协作感知中能够有效过滤SSDF攻击数据，具有较低的误检测率。

Abstract

Aiming at the problem that the cooperative spectrum sensing vulnerable to falsify data attacks in cognitive radio network

a cooperative spectrum sensing scheme with against SSDF attack based on test statistic and extreme studentized deviate test was proposed. Firstly

the differential evolution algorithm and weighted gain combining soft decision scheme were combined to form an efficient node decision fusion mechanism. Then

the fault cognitive radio nodes were eliminated by test statistic according to soft statistics data. Finally

the malicious cognitive radio nodes were eliminated by improved ESD test

so as to make a global decision. The simulation results show that the proposed scheme can effectively filter SSDF attack data in cooperative sensing

and it has lower error detection rate.

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references

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