Abstract

Relay assisted transmission can effectively improve the range of coverage and offloading efficiency of non-orthogonal multiple access-mobile edge computing (NOMA-MEC) system. However, the relay will become untrusted relay when it is attacked by malicious users, resulting in the leakage of information. To solve this problem, this article uses destination-assisted jamming to prevent the leakage of information during the offloading process. Under the condition of time delay and energy consumption, we jointly optimize the transmission power allocated to relay, central processing unit (CPU) frequency and offloading time to maximize the security energy efficiency of the user (UE). Since it is a non-convex multi-objective optimization problem, it is decomposed into several suboptimal single-objective sub-problems, and the single-objective sub-problems are transformed into convex problems by Taylor approximation method, then be solved by Lagrange dual method. Besides, the multi-objective iterative algorithm (MOIA) is further proposed to achieve joint optimal solution. The simulation results show that the proposed method can effectively improve the security offloading performance and security energy efficiency compared with other relay assisted offloading methods.

Highlights

  • With the development of the Internet of Things (IoT) and the popularization of multimedia applications, Internet traffic has increased 17 times in the past five years, and explosive growth in the future is inevitable [1]

  • NUMERICAL RESULTS we will get the numerical results about the security energy efficiency of the UE in our proposed untrusted relay assisted Non-orthogonal multiple access (NOMA)-Mobile edge computing (MEC) system

  • We jointly optimize the user’s transmission power, central processing unit (CPU) frequency and offloading time to maximize the security energy efficiency of UE under the condition of time delay and energy consumption. Since it is a non-convex multi-objective optimization problem, it is decomposed into several suboptimal single-objective sub-problems, and the single-objective sub-problems about transmission power allocated to relay are transformed into convex problems by Taylor approximation method, be solved by Lagrange dual method

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Summary

Introduction

With the development of the Internet of Things (IoT) and the popularization of multimedia applications, Internet traffic has increased 17 times in the past five years, and explosive growth in the future is inevitable [1]. The ensuing demand for emerging business continues to grow. Mobile edge computing (MEC) has been considered a key technology to meet the stringent computation latency requirements of emerging business. To the edge, which can significantly improve the computing efficiency of mobile users [3], [4]. Wireless power transmission (WPT) can effectively solve the energy limitation of IoT devices [8]

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