A hybrid PSO-GA algorithm based directional modulation technique

Feng Liu; Ling Wang; Jian Xie; Wei Zhang

doi:10.1109/ICSPCC46631.2019.8960730

A hybrid PSO-GA algorithm based directional modulation technique

Feng Liu, Ling Wang, Jian Xie, Wei Zhang

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

Directional Modulation (DM) technique, as a promising mean to secure wireless communication, has been attracting increasing attention in recent ten years. The baseband modulation signal is synthesized at the antenna level for maintaining the standard constellation format along the prescribed direction while simultaneously distorting the signal constellation in other directions. In this paper, we present a novel phased DM signal synthesis method using an improved hybrid algorithm, which takes advantages of both genetic algorithm (GA) and particle swarm optimization (PSO) algorithm. The proposed DM signal has a narrower information beam-width, so it offers a better physical layer secure performance compared with the GA or PSO optimized directional modulation signal. Simulation results validate the proposed synthesis approach.

Original language	English
Title of host publication	2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728117072
DOIs	https://doi.org/10.1109/ICSPCC46631.2019.8960730
State	Published - Sep 2019
Externally published	Yes
Event	2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019 - Dalian, Liaoning, China Duration: 20 Sep 2019 → 22 Sep 2019

Publication series

Name	2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019

Conference

Conference	2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019
Country/Territory	China
City	Dalian, Liaoning
Period	20/09/19 → 22/09/19

Keywords

Directional modulation (DM)
Genetic algorithm (GA)
Hybrid algorithm
Particle swarm optimization (PSO)

Access to Document

10.1109/ICSPCC46631.2019.8960730

Cite this

Liu, F., Wang, L., Xie, J., & Zhang, W. (2019). A hybrid PSO-GA algorithm based directional modulation technique. In 2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019 Article 8960730 (2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICSPCC46631.2019.8960730

Liu, Feng ; Wang, Ling ; Xie, Jian et al. / A hybrid PSO-GA algorithm based directional modulation technique. 2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019. Institute of Electrical and Electronics Engineers Inc., 2019. (2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019).

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title = "A hybrid PSO-GA algorithm based directional modulation technique",

abstract = "Directional Modulation (DM) technique, as a promising mean to secure wireless communication, has been attracting increasing attention in recent ten years. The baseband modulation signal is synthesized at the antenna level for maintaining the standard constellation format along the prescribed direction while simultaneously distorting the signal constellation in other directions. In this paper, we present a novel phased DM signal synthesis method using an improved hybrid algorithm, which takes advantages of both genetic algorithm (GA) and particle swarm optimization (PSO) algorithm. The proposed DM signal has a narrower information beam-width, so it offers a better physical layer secure performance compared with the GA or PSO optimized directional modulation signal. Simulation results validate the proposed synthesis approach.",

keywords = "Directional modulation (DM), Genetic algorithm (GA), Hybrid algorithm, Particle swarm optimization (PSO)",

author = "Feng Liu and Ling Wang and Jian Xie and Wei Zhang",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019 ; Conference date: 20-09-2019 Through 22-09-2019",

year = "2019",

month = sep,

doi = "10.1109/ICSPCC46631.2019.8960730",

language = "英语",

series = "2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019",

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Liu, F, Wang, L , Xie, J & Zhang, W 2019, A hybrid PSO-GA algorithm based directional modulation technique. in 2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019., 8960730, 2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019, Institute of Electrical and Electronics Engineers Inc., 2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019, Dalian, Liaoning, China, 20/09/19. https://doi.org/10.1109/ICSPCC46631.2019.8960730

A hybrid PSO-GA algorithm based directional modulation technique. / Liu, Feng; Wang, Ling ; Xie, Jian et al.
2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019. Institute of Electrical and Electronics Engineers Inc., 2019. 8960730 (2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - A hybrid PSO-GA algorithm based directional modulation technique

AU - Liu, Feng

AU - Wang, Ling

AU - Xie, Jian

AU - Zhang, Wei

PY - 2019/9

Y1 - 2019/9

N2 - Directional Modulation (DM) technique, as a promising mean to secure wireless communication, has been attracting increasing attention in recent ten years. The baseband modulation signal is synthesized at the antenna level for maintaining the standard constellation format along the prescribed direction while simultaneously distorting the signal constellation in other directions. In this paper, we present a novel phased DM signal synthesis method using an improved hybrid algorithm, which takes advantages of both genetic algorithm (GA) and particle swarm optimization (PSO) algorithm. The proposed DM signal has a narrower information beam-width, so it offers a better physical layer secure performance compared with the GA or PSO optimized directional modulation signal. Simulation results validate the proposed synthesis approach.

AB - Directional Modulation (DM) technique, as a promising mean to secure wireless communication, has been attracting increasing attention in recent ten years. The baseband modulation signal is synthesized at the antenna level for maintaining the standard constellation format along the prescribed direction while simultaneously distorting the signal constellation in other directions. In this paper, we present a novel phased DM signal synthesis method using an improved hybrid algorithm, which takes advantages of both genetic algorithm (GA) and particle swarm optimization (PSO) algorithm. The proposed DM signal has a narrower information beam-width, so it offers a better physical layer secure performance compared with the GA or PSO optimized directional modulation signal. Simulation results validate the proposed synthesis approach.

KW - Directional modulation (DM)

KW - Genetic algorithm (GA)

KW - Hybrid algorithm

KW - Particle swarm optimization (PSO)

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M3 - 会议稿件

AN - SCOPUS:85078872661

T3 - 2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019

BT - 2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019

Y2 - 20 September 2019 through 22 September 2019

ER -

Liu F, Wang L , Xie J, Zhang W. A hybrid PSO-GA algorithm based directional modulation technique. In 2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 8960730. (2019 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2019). doi: 10.1109/ICSPCC46631.2019.8960730

A hybrid PSO-GA algorithm based directional modulation technique

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