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QoS-aware user association and transmission scheduling for millimeter-wave train-ground communications

QoS-aware user association and transmission scheduling for millimeter-wave train-ground communications
QoS-aware user association and transmission scheduling for millimeter-wave train-ground communications
With the development of wireless communication, people have put forward higher requirements for train-ground communications in the high-speed railway (HSR) scenarios. With the help of mobile relays (MRs) installed on the roof of the train, the application of Millimeter-Wave (mm-wave) communication which has rich spectrum resources to the trainground communication system can realize high data rate, so as to meet users’ increasing demand for broad-band multimedia access. Also, full-duplex (FD) technology can theoretically double the spectral efficiency. In this paper, we formulate the user association and transmission scheduling problem in the mmwave train-ground communication system with MR operating in the FD mode as a nonlinear programming problem. In order to maximize the system throughput and the number of users meeting quality of service (QoS) requirements, we propose an algorithm based on coalition game to solve the challenging NPhard problem, and also prove the convergence and Nash-stable structure of the proposed algorithm. Extensive simulation results demonstrate that the proposed coalition game based algorithm can effectively improve the system throughput and meet the QoS requirements of as many users as possible, so that the communication system has a certain QoS awareness.
Broadband communication, Communication systems, Complexity theory, Millimeter-wave communications, Quality of service, Rail transportation, Throughput, Wireless communication, full-duplex communications, game theory, transmission scheduling, user association
1524-9050
9532-9545
Zhang, Xiangfei
c28f1e83-6b33-4db0-b293-ed4174a018ca
Niu, Yong
1e9137e1-87f3-4e65-b0e2-806a2f249b4a
Yang, Tao
08a09622-7c46-495a-ba4e-c56b7e40bbb5
Xiao, Xian
d967830e-e2f9-4704-874a-25d2dafce95b
Ding, Jianwen
836bb651-9b0e-4427-862c-3e5ec45ed6e9
Chen, Sheng
9310a111-f79a-48b8-98c7-383ca93cbb80
Zhong, Zhangdui
f11c8f1e-7375-4284-bb2f-9dbe2b573ea9
Wang, Ning
12c074fb-be39-46a1-b3b1-670e6e57c16c
Ai, Bo
fc1b180d-18e5-4446-b181-c8d0dd25d14b
Zhang, Xiangfei
c28f1e83-6b33-4db0-b293-ed4174a018ca
Niu, Yong
1e9137e1-87f3-4e65-b0e2-806a2f249b4a
Yang, Tao
08a09622-7c46-495a-ba4e-c56b7e40bbb5
Xiao, Xian
d967830e-e2f9-4704-874a-25d2dafce95b
Ding, Jianwen
836bb651-9b0e-4427-862c-3e5ec45ed6e9
Chen, Sheng
9310a111-f79a-48b8-98c7-383ca93cbb80
Zhong, Zhangdui
f11c8f1e-7375-4284-bb2f-9dbe2b573ea9
Wang, Ning
12c074fb-be39-46a1-b3b1-670e6e57c16c
Ai, Bo
fc1b180d-18e5-4446-b181-c8d0dd25d14b

Zhang, Xiangfei, Niu, Yong, Yang, Tao, Xiao, Xian, Ding, Jianwen, Chen, Sheng, Zhong, Zhangdui, Wang, Ning and Ai, Bo (2023) QoS-aware user association and transmission scheduling for millimeter-wave train-ground communications. IEEE Transactions on Intelligent Transportation Systems, 24 (9), 9532-9545. (doi:10.1109/TITS.2023.3271788).

Record type: Article

Abstract

With the development of wireless communication, people have put forward higher requirements for train-ground communications in the high-speed railway (HSR) scenarios. With the help of mobile relays (MRs) installed on the roof of the train, the application of Millimeter-Wave (mm-wave) communication which has rich spectrum resources to the trainground communication system can realize high data rate, so as to meet users’ increasing demand for broad-band multimedia access. Also, full-duplex (FD) technology can theoretically double the spectral efficiency. In this paper, we formulate the user association and transmission scheduling problem in the mmwave train-ground communication system with MR operating in the FD mode as a nonlinear programming problem. In order to maximize the system throughput and the number of users meeting quality of service (QoS) requirements, we propose an algorithm based on coalition game to solve the challenging NPhard problem, and also prove the convergence and Nash-stable structure of the proposed algorithm. Extensive simulation results demonstrate that the proposed coalition game based algorithm can effectively improve the system throughput and meet the QoS requirements of as many users as possible, so that the communication system has a certain QoS awareness.

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More information

Accepted/In Press date: 25 April 2023
Published date: 1 September 2023
Additional Information: Publisher Copyright: © 2000-2011 IEEE.
Keywords: Broadband communication, Communication systems, Complexity theory, Millimeter-wave communications, Quality of service, Rail transportation, Throughput, Wireless communication, full-duplex communications, game theory, transmission scheduling, user association

Identifiers

Local EPrints ID: 476880
URI: http://eprints.soton.ac.uk/id/eprint/476880
ISSN: 1524-9050
PURE UUID: 05444cdc-16ae-43b8-b552-c81e628c7fbe

Catalogue record

Date deposited: 18 May 2023 16:56
Last modified: 17 Mar 2024 01:57

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Contributors

Author: Xiangfei Zhang
Author: Yong Niu
Author: Tao Yang
Author: Xian Xiao
Author: Jianwen Ding
Author: Sheng Chen
Author: Zhangdui Zhong
Author: Ning Wang
Author: Bo Ai

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