Energy-Efficient Covert Offloading in Blockchain-Enabled IoT: Joint Artificial Noise and Computation Resource Allocation

被引:0
作者
Jiang, Yu'e [1 ]
Wang, Yutong [1 ]
Wu, Haiqin [2 ]
Liu, Yiliang [3 ]
Hu, Langtao [4 ]
机构
[1] Anqing Normal Univ, Univ Key Lab Intelligent Percept & Comp Anhui Prov, Anqing 246000, Peoples R China
[2] East China Normal Univ, Software Engn Inst, Shanghai 200062, Peoples R China
[3] Xi An Jiao Tong Univ, Sch Cyber Sci & Engn, Xian 710049, Shaanxi, Peoples R China
[4] Anqing Normal Univ, Sch Elect Engn & Intelligent Mfg, Anqing 246000, Peoples R China
基金
中国国家自然科学基金;
关键词
Sensors; Noise; Channel estimation; Blockchains; Security; Energy consumption; Resource management; Estimation error; Servers; Artificial noise (AN); blockchain; computation offloading; covert communications; Internet of Things (IoT); UNDERLAYING CELLULAR NETWORKS; TRUST MANAGEMENT; COMMUNICATION; INTERNET; THINGS; SCHEME; LIMITS;
D O I
10.1109/JIOT.2024.3491431
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article proposes an energy-efficient covert offloading scheme for blockchain-enabled Internet of Things (IoT), allowing sensors to upload tasks undetected by adversaries while ensuring satisfaction in paid computation offloading. Covert communication conceals the existence of transmitted signals or links. However, existing schemes primarily rely on artificial noise (AN) or wireless channel uncertainty, resulting in low covert rates for IoT offloading scenarios. Additionally, blockchain-enabled IoT, being value-oriented, necessitates consideration of sensors' satisfaction during covert offloading. To tackle these challenges, the proposed scheme combines the adversary's channel estimation errors with AN to enhance the covert rate, while also matching sensors' satisfaction with the computation resources of mobile edge servers. Notably, a closed-form expression of the average minimum error detection probability is derived to maximize the effective covert rate. Furthermore, an integrated algorithm combining the Kuhn-Munkres (KM) algorithm with two bubble sort algorithms is designed to minimize energy consumption. Both analytical and simulation results demonstrate that the proposed scheme significantly reduces energy consumption compared to existing solutions.
引用
收藏
页码:6889 / 6901
页数:13
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