而且协作过程极可能遭到篡改感知数据(Spectrum Sensing Data Falsification
SSDF)攻击.鉴于此
该文提出了一种改进的一致性协作频谱感知方案.利用Metropolis迭代规则
各次用户仅依靠邻接点之间的局部信息交互即可实现感知协作
且无需网络的任何先验知识.为了抵抗潜在的三种SSDF攻击
该方案中引入了相应的抗攻击策略
使合法次用户能及时检测并拒绝恶意用户接入网络.仿真结果表明
改进方案能保证绝大多数合法次用户最终趋于状态一致
并分别做出正确决策;与现有的一致性方案相比
该方案能使协作感知在各种攻击场景中的稳健性明显增强.
Abstract
In distributed cognitive radio networks (CRNs)
a common fusion centre is always not available to collect the sensing results from all cooperative users
and the sensing cooperation is likely to be disrupted by spectrum sensing data falsification (SSDF) attacks.Allowing for these factors
this paper proposes a modified consensus-based scheme for decentralized cooperative spectrum sensing(CSS).Utilizing the iteration rule based on Metropolis weight matrix
each secondary user (SU) can maintain cooperation with others only through the local information exchange in the neighborhood
without requiring any a priori knowledge of the whole network.To counter three potential attack models of SSDF
some anti-attack strategies are also introduced
by which the authentic SUs can identify and reject the malicious users quickly.As represented by the extensive simulation results
the proposed scheme can generally guarantee most authentic SUs to reach a consensus and make right decisions individually; also
it is proved to be much more robust against all potential SSDF attacks
compared with the existing consensus-based scheme.
Detection and Localization of Malicious Nodes in Distributed Cooperative Spectrum Sensing Network
Proactive Spectrum Handover Based on Packet Scheduling Algorithm in Cognitive Radio Networks
Survey on Spectrum Allocation Algorithms for Cognitive Radio Networks
Formation Control for Heterogeneous Multi-agent Systems with Communication Delays Based on Impulsive Control
Channel Assignment and Power Control Based on Stochastic Learning Game in Cognitive Radio Networks
Related Author
LI Gang-qiang
ZHANG Sheng-li
WU Xiao-xiao
XIE Xian-zhong
LIAO Xiao-feng
MA Bin
WANG Qin-hui
YE Bao-liu
Related Institution
Peng Cheng Laboratory
College of Electronics and Information Engineering, Shenzhen University
College of Information Engineering, Huanghuai University
State Key Laboratory of Power Transmission Equipment & System Security and New Technology, College of Computer Science, Chongqing University
Chongqing Key Laboratory of Computer Network and Communication Technology of China, College of Computer Science and Technology, Chongqing University of Posts and Telecommunications