Energy Efficiency Design for Secure MISO Cognitive Radio Network Based on a Nonlinear EH Model

In this work, we investigate the secrecy energy efficiency (SEE) optimization problem for a multiple-input single-output (MISO) cognitive radio (CR) network based on a practical nonlinear energy-harvesting (EH) model. In particular, the energy receiver (ER) is assumed to be a potential eavesdropper...

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Main Authors: Lei Ni, Xinyu Da, Hang Hu, Miao Zhang
Format: Article
Language:English
Published: Hindawi Limited 2018-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2018/9149258
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spelling doaj-8740c748b90a46b895b358b1da6ed5ab2020-11-24T22:13:40ZengHindawi LimitedMathematical Problems in Engineering1024-123X1563-51472018-01-01201810.1155/2018/91492589149258Energy Efficiency Design for Secure MISO Cognitive Radio Network Based on a Nonlinear EH ModelLei Ni0Xinyu Da1Hang Hu2Miao Zhang3Graduate School, Air Force Engineering University, Xi’an 710077, ChinaInformation and Navigation College, Air Force Engineering University, Xi’an 710077, ChinaInformation and Navigation College, Air Force Engineering University, Xi’an 710077, ChinaDepartment of Electronic Engineering, University of York, York YO10 5DD, UKIn this work, we investigate the secrecy energy efficiency (SEE) optimization problem for a multiple-input single-output (MISO) cognitive radio (CR) network based on a practical nonlinear energy-harvesting (EH) model. In particular, the energy receiver (ER) is assumed to be a potential eavesdropper due to the open architecture of a CR network with simultaneous wireless information and power transfer (SWIPT), such that the confidential message is prone to be intercepted in wireless communications. The aim of this work is to provide a secure transmit beamforming design while satisfying the minimum secrecy rate target, the minimum EH requirement, and the maximum interference leakage power to primary user (PU). In addition, we consider that all the channel state information (CSI) is perfectly known at the secondary transmitter (ST). We formulate this beamforming design as a SEE maximization problem; however, the original optimization problem is not convex due to the nonlinear fractional objective function. To solve it, a novel iterative algorithm is proposed to obtain the globally optimal solution of the primal problem by using the nonlinear fractional programming and sequential programming. Finally, numerical simulation results are presented to validate the performance of the proposed scheme.http://dx.doi.org/10.1155/2018/9149258
collection DOAJ
language English
format Article
sources DOAJ
author Lei Ni
Xinyu Da
Hang Hu
Miao Zhang
spellingShingle Lei Ni
Xinyu Da
Hang Hu
Miao Zhang
Energy Efficiency Design for Secure MISO Cognitive Radio Network Based on a Nonlinear EH Model
Mathematical Problems in Engineering
author_facet Lei Ni
Xinyu Da
Hang Hu
Miao Zhang
author_sort Lei Ni
title Energy Efficiency Design for Secure MISO Cognitive Radio Network Based on a Nonlinear EH Model
title_short Energy Efficiency Design for Secure MISO Cognitive Radio Network Based on a Nonlinear EH Model
title_full Energy Efficiency Design for Secure MISO Cognitive Radio Network Based on a Nonlinear EH Model
title_fullStr Energy Efficiency Design for Secure MISO Cognitive Radio Network Based on a Nonlinear EH Model
title_full_unstemmed Energy Efficiency Design for Secure MISO Cognitive Radio Network Based on a Nonlinear EH Model
title_sort energy efficiency design for secure miso cognitive radio network based on a nonlinear eh model
publisher Hindawi Limited
series Mathematical Problems in Engineering
issn 1024-123X
1563-5147
publishDate 2018-01-01
description In this work, we investigate the secrecy energy efficiency (SEE) optimization problem for a multiple-input single-output (MISO) cognitive radio (CR) network based on a practical nonlinear energy-harvesting (EH) model. In particular, the energy receiver (ER) is assumed to be a potential eavesdropper due to the open architecture of a CR network with simultaneous wireless information and power transfer (SWIPT), such that the confidential message is prone to be intercepted in wireless communications. The aim of this work is to provide a secure transmit beamforming design while satisfying the minimum secrecy rate target, the minimum EH requirement, and the maximum interference leakage power to primary user (PU). In addition, we consider that all the channel state information (CSI) is perfectly known at the secondary transmitter (ST). We formulate this beamforming design as a SEE maximization problem; however, the original optimization problem is not convex due to the nonlinear fractional objective function. To solve it, a novel iterative algorithm is proposed to obtain the globally optimal solution of the primal problem by using the nonlinear fractional programming and sequential programming. Finally, numerical simulation results are presented to validate the performance of the proposed scheme.
url http://dx.doi.org/10.1155/2018/9149258
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