Reflection Optimization for Covert Ambient Backscatter Systems Under Two Jamming Patterns

IF 8.9 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Yuanai Xie;Yaoyao Wen;Xiao Zhang;Pan Lai;Zhixin Liu;Haoyuan Pan;Tse-Tin Chan
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Abstract

Ambient backscatter communication (ABC) enables low-cost and energy-efficient connectivity for Internet of Things (IoT) devices by leveraging ambient radio-frequency (RF) signals. However, the passive nature and open wireless medium of ABC systems make them vulnerable to detection by unauthorized receivers (wardens). To mitigate this risk, covert communication, which conceals transmissions by embedding them within noise, offers a promising security enhancement for ABC systems. This article proposes a jammer-assisted reflection coefficient optimization framework to enhance the covertness and reliability of ABC systems with an endogenous warden and an external jammer. Specifically, we consider two distinct jamming patterns: 1) uniformly distributed and 2) truncated exponentially distributed artificial noise power. We derive closed-form expressions for both the outage probability of the backscatter link and the minimum detection error rate at the warden under these jamming patterns. Based on these expressions, we determine the optimal reflection coefficients that maximize the effective covert rate while satisfying a predefined covertness constraint. Additionally, we introduce the concept of jamming cost to evaluate the efficiency and applicability of different jamming patterns in terms of the required jamming power to achieve a desired level of covertness. Numerical results validate the effectiveness of the proposed optimization framework and reveal that while uniform jamming provides stronger covertness and lower jamming cost, truncated exponential jamming achieves a lower outage probability. These findings provide key insights for designing secure and efficient ABC systems across diverse IoT deployment scenarios.
两种干扰模式下隐蔽环境后向散射系统的反射优化
环境反向散射通信(ABC)通过利用环境射频(RF)信号,为物联网(IoT)设备提供低成本和节能的连接。然而,ABC系统的被动性质和开放无线介质使它们容易被未经授权的接收器(管理员)检测到。为了减轻这种风险,隐蔽通信通过将传输嵌入噪声中来隐藏传输,为ABC系统提供了一种有希望的安全性增强方法。本文提出了一种干扰辅助反射系数优化框架,以提高具有内源性监测器和外部干扰器的ABC系统的隐蔽性和可靠性。具体来说,我们考虑了两种不同的干扰模式:1)均匀分布和2)截断指数分布的人工噪声功率。在这些干扰模式下,导出了后向散射链路的中断概率和监控器处的最小检测错误率的封闭表达式。基于这些表达式,我们确定了最优反射系数,使有效隐蔽率最大化,同时满足预定义的隐蔽约束。此外,我们引入了干扰成本的概念,以评估不同干扰模式的效率和适用性,根据所需的干扰功率来实现所需的隐蔽性水平。数值结果验证了优化框架的有效性,表明均匀干扰具有较强的隐蔽性和较低的干扰成本,截断指数干扰具有较低的中断概率。这些发现为在不同物联网部署场景中设计安全高效的ABC系统提供了关键见解。
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来源期刊
IEEE Internet of Things Journal
IEEE Internet of Things Journal Computer Science-Information Systems
CiteScore
17.60
自引率
13.20%
发文量
1982
期刊介绍: The EEE Internet of Things (IoT) Journal publishes articles and review articles covering various aspects of IoT, including IoT system architecture, IoT enabling technologies, IoT communication and networking protocols such as network coding, and IoT services and applications. Topics encompass IoT's impacts on sensor technologies, big data management, and future internet design for applications like smart cities and smart homes. Fields of interest include IoT architecture such as things-centric, data-centric, service-oriented IoT architecture; IoT enabling technologies and systematic integration such as sensor technologies, big sensor data management, and future Internet design for IoT; IoT services, applications, and test-beds such as IoT service middleware, IoT application programming interface (API), IoT application design, and IoT trials/experiments; IoT standardization activities and technology development in different standard development organizations (SDO) such as IEEE, IETF, ITU, 3GPP, ETSI, etc.
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