A MDP-based Adaptive Spread Spectrum Parameter Algorithm under Train-to-Train Communication

Xiying Song; Haifeng Song; Xingtang Wu; Hairong Dong

doi:10.23919/CCC52363.2021.9549447

A MDP-based Adaptive Spread Spectrum Parameter Algorithm under Train-to-Train Communication

Xiying Song^*
, Haifeng Song^*
, Xingtang Wu
, Hairong Dong

^*Corresponding author for this work

Beijing Jiaotong University
Beihang University

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

Abstract

With the advantages of punctuality and rapidity, rail transit has become the essential transportation mode in society. To further develop it into an intelligent system, train-to-train (T2T) communication is proposed as a significant technology in recent years. In this paper, with the background and purpose of T2T communication ranging, a new composite spread spectrum sequence is proposed. An adaptive algorithm that applies the Markov Decision Process (MDP) to evaluate spread spectrum parameters is emphatically studied based on the composite sequence. The results indicated the algorithm could effectively balance the performance indicators of the spread spectrum system.

Original language	English
Title of host publication	Proceedings of the 40th Chinese Control Conference, CCC 2021
Editors	Chen Peng, Jian Sun
Publisher	IEEE Computer Society
Pages	3149-3154
Number of pages	6
ISBN (Electronic)	9789881563804
DOIs	https://doi.org/10.23919/CCC52363.2021.9549447
State	Published - 26 Jul 2021
Externally published	Yes
Event	40th Chinese Control Conference, CCC 2021 - Shanghai, China Duration: 26 Jul 2021 → 28 Jul 2021

Publication series

Name	Chinese Control Conference, CCC
Volume	2021-July
ISSN (Print)	1934-1768
ISSN (Electronic)	2161-2927

Conference

Conference	40th Chinese Control Conference, CCC 2021
Country/Territory	China
City	Shanghai
Period	26/07/21 → 28/07/21

Keywords

Markov Decision Process
Pseudo Random Noise Code
Spread Spectrum
Train-to-Train Communication

Access to Document

10.23919/CCC52363.2021.9549447

Cite this

@inproceedings{84d2bacbe6eb4366a90ab9b9d86622ae,

title = "A MDP-based Adaptive Spread Spectrum Parameter Algorithm under Train-to-Train Communication",

abstract = "With the advantages of punctuality and rapidity, rail transit has become the essential transportation mode in society. To further develop it into an intelligent system, train-to-train (T2T) communication is proposed as a significant technology in recent years. In this paper, with the background and purpose of T2T communication ranging, a new composite spread spectrum sequence is proposed. An adaptive algorithm that applies the Markov Decision Process (MDP) to evaluate spread spectrum parameters is emphatically studied based on the composite sequence. The results indicated the algorithm could effectively balance the performance indicators of the spread spectrum system.",

keywords = "Markov Decision Process, Pseudo Random Noise Code, Spread Spectrum, Train-to-Train Communication",

author = "Xiying Song and Haifeng Song and Xingtang Wu and Hairong Dong",

note = "Publisher Copyright: {\textcopyright} 2021 Technical Committee on Control Theory, Chinese Association of Automation.; 40th Chinese Control Conference, CCC 2021 ; Conference date: 26-07-2021 Through 28-07-2021",

year = "2021",

month = jul,

day = "26",

doi = "10.23919/CCC52363.2021.9549447",

language = "英语",

series = "Chinese Control Conference, CCC",

publisher = "IEEE Computer Society",

pages = "3149--3154",

editor = "Chen Peng and Jian Sun",

booktitle = "Proceedings of the 40th Chinese Control Conference, CCC 2021",

address = "美国",

}

Song, X, Song, H, Wu, X & Dong, H 2021, A MDP-based Adaptive Spread Spectrum Parameter Algorithm under Train-to-Train Communication. in C Peng & J Sun (eds), Proceedings of the 40th Chinese Control Conference, CCC 2021. Chinese Control Conference, CCC, vol. 2021-July, IEEE Computer Society, pp. 3149-3154, 40th Chinese Control Conference, CCC 2021, Shanghai, China, 26/07/21. https://doi.org/10.23919/CCC52363.2021.9549447

A MDP-based Adaptive Spread Spectrum Parameter Algorithm under Train-to-Train Communication. / Song, Xiying; Song, Haifeng; Wu, Xingtang et al.
Proceedings of the 40th Chinese Control Conference, CCC 2021. ed. / Chen Peng; Jian Sun. IEEE Computer Society, 2021. p. 3149-3154 (Chinese Control Conference, CCC; Vol. 2021-July).

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

TY - GEN

T1 - A MDP-based Adaptive Spread Spectrum Parameter Algorithm under Train-to-Train Communication

AU - Song, Xiying

AU - Song, Haifeng

AU - Wu, Xingtang

AU - Dong, Hairong

PY - 2021/7/26

Y1 - 2021/7/26

N2 - With the advantages of punctuality and rapidity, rail transit has become the essential transportation mode in society. To further develop it into an intelligent system, train-to-train (T2T) communication is proposed as a significant technology in recent years. In this paper, with the background and purpose of T2T communication ranging, a new composite spread spectrum sequence is proposed. An adaptive algorithm that applies the Markov Decision Process (MDP) to evaluate spread spectrum parameters is emphatically studied based on the composite sequence. The results indicated the algorithm could effectively balance the performance indicators of the spread spectrum system.

AB - With the advantages of punctuality and rapidity, rail transit has become the essential transportation mode in society. To further develop it into an intelligent system, train-to-train (T2T) communication is proposed as a significant technology in recent years. In this paper, with the background and purpose of T2T communication ranging, a new composite spread spectrum sequence is proposed. An adaptive algorithm that applies the Markov Decision Process (MDP) to evaluate spread spectrum parameters is emphatically studied based on the composite sequence. The results indicated the algorithm could effectively balance the performance indicators of the spread spectrum system.

KW - Markov Decision Process

KW - Pseudo Random Noise Code

KW - Spread Spectrum

KW - Train-to-Train Communication

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U2 - 10.23919/CCC52363.2021.9549447

DO - 10.23919/CCC52363.2021.9549447

M3 - 会议稿件

AN - SCOPUS:85117308125

T3 - Chinese Control Conference, CCC

SP - 3149

EP - 3154

BT - Proceedings of the 40th Chinese Control Conference, CCC 2021

A2 - Peng, Chen

A2 - Sun, Jian

PB - IEEE Computer Society

T2 - 40th Chinese Control Conference, CCC 2021

Y2 - 26 July 2021 through 28 July 2021

ER -

A MDP-based Adaptive Spread Spectrum Parameter Algorithm under Train-to-Train Communication

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Keywords

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