Study on Secrecy Capacity of Wireless Sensor Networks Based on Amplify-and-Forward Compressed Sensing Scheme

doi:10.16182/j.issn1004731x.joss.201708023

Abstract

Abstract: Due to the limitation of wireless sensor nodes on computation, power energy and storage space, the security issue has become a prevalent concern in the wireless communication. A deep insight on the secrecy capacity of wireless sensor network based on the Amplify-and-Forward (AF) compressed sensing scheme was offered providing a corresponding calculable capacity threshold. Moreover, a feasible algorithm based on augmented Lagrange method for the reconstruction of communication signals was proposed. Furthermore, the impact of the secrecy capacity was discussed to various numbers of active sensor nodes, relay nodes and eavesdropper nodes. Simulation results demonstrate the validity of the provided scheme.

Key words: wireless sensor networks, compressed sensing, physical layer security, distributed strategy, secrecy capacity

CLC Number:

TN929

Guo Jianlan, Chen Yuqiang, Liu Yijun. Study on Secrecy Capacity of Wireless Sensor Networks Based on Amplify-and-Forward Compressed Sensing Scheme[J]. Journal of System Simulation, 2017, 29(8): 1815-1821.

References

[1] 周旋, 孙力娟, 黄海平, 等. 一种基于隐私保护的无线传感网聚类方法研究[J]. 系统仿真学报, 2013, 25(10): 2294-2299.
(Zhou Xuan, Sun Li-juan, Huang Hai-ping, et al.Clustering Method Based on Privacy Preserving for Wireless Sensor Network[J]. Journal of System Simulation (S1004-731X), 2013, 25(10): 2294-2299.)
[2] 于雍, 雷凤宇, 王寿武, 等. 多跳无线网络中基于身份的解决方案[J]. 系统仿真学报, 2014, 26(8): 1725-1732.
(Yu Yong, Lei Feng-yu, Wang Shou-wu, et al.Efficient IBE Solution Applied to Multi-hop Radio Networks[J]. Journal of System Simulation (S1004-731X), 2014, 26(8): 1725-1732.)
[3] 王伟. 无线传感器网络安全技术研究 [D]. 太原: 太原理工大学, 2011.
(Wang Wei.A Research on Security Technology of Wrieless Sensor Network [D]. Taiyuan, China: Taiyuan University of Science and Technology, 2011.)
[4] 宓小土, 高峰, 章白瑜, 等. 无线传感器网络安全性问题[J]. 解放军理工大学学报(自然科学版), 2011, 12(1): 42-47.
(Mi Xiao-tu, Gao Feng, Zhang Bai-yu, et al.Security in wireless sensor networks[J]. Journal of PLA University of Science and Technology (Natural Science Edition), 2011, 12(1): 42-47.)
[5] 苏忠, 林闯, 封富君, 等. 无线传感器网络密钥管理的方案和协议[J]. 软件学报, 2007, 18(5): 1218-1231.
(Su Zhong, Lin Chuang, Feng Fu-jun, et al.Key Management Schemes and Protocols for Wireless Sensor Networks[J]. Journal of Software, 2007, 18(5): 1218-1231.)
[6] 王桂良, 路友荣, 韩猛, 等. 基于压缩感知的认知无线网络协作频谱感知技术[J]. 系统仿真学报, 2013, 25(6): 1247-1251.
(Wang Gui-liang, Lu You-rong, Han Meng, et al.Novel Cooperative Spectrum Sensing Method Based on Compressed Sensing for Cognitive Radio Networks[J]. Journal of System Simulation (S1004-731X), 2013, 25(6): 1247-1251.)
[7] D L Donoho.Compressed Sensing[J]. IEEE Transactions on Information Theory (S0018-9448), 2006, 52(4): 1289-1306.
[8] S Agrawal, S Vishwanath.Secrecy using Compressive Sensing[C]// Information Theory Workshop, IEEE Conference Publications, Paraty, Brazil, Oct. 2011. USA: IEEE, 2001: 563-567.
[9] E J Candes, T Tao.Decoding by Linear Programming[J]. IEEE Transactions on Information Theory (S0018-9448), 2005, 51(12): 4203-4215.
[10] Baraniuk R, Davenport M, De Vore R, et al.A Simple Proof of the Restricted Isometry Property for Random Matrices[J]. USA: Constructive Approximation,(S1432-0940), 2008, 28(3): 253-263.
[11] Debbah M, El-Gamal H, Poor H V, et al.Wireless Physical Layer Security[J]. EURASIP Journal on Wireless Communications and Networking (S1687-1499), 2010(3): 1-2.
[12] Shirazi G N, Lampe L.A compressive sensing approach for secret key agreement based on UWB channel reciprocity[C]// Ultra-Wideband (ICUWB), 2012 IEEE International Conference on. USA: IEEE, 2012: 135-139.
[13] Hestenes M R.Multiplier and gradient methods[J]. Journal of Optimization Theory and Applications (S1573-2878),1969, 4(5): 303-320.