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Energy efficiency optimization of ultra-reliable low-latency communication for high-speed rail

Energy efficiency optimization of ultra-reliable low-latency communication for high-speed rail
Energy efficiency optimization of ultra-reliable low-latency communication for high-speed rail
With the rapid development of new communication technology, notably ultra reliable low latency communication (URLLC) in the 5th generation cellular network, and the wide deployment of high-speed rail (HSR), it becomes critically important to enhance the energy efficiency of the HSR communication system by optimally allocating the bandwidth and transmit power for users, while ensuring the quality of service (QoS) requirements of URLLC. In this paper, we tackle this challenging resource allocation problem of the URLLC system for HSR. Specifically, we establish the train-ground URLLC model for the HSR communication system with mobile relays (MRs), based on which we formulate the optimization problem with the QoS requirements of URLLC as constraints for maximizing the system’s energy efficiency. By decomposing this challenging optimization problem into two subproblems, a
heuristic algorithm is adopted to optimally allocate the transmit power and bandwidth of users with the block coordinate descent (BCD) approach. The simulation results show that compared with the existing algorithms, the proposed algorithm achieves better performance in resource allocation optimization of user bandwidth and transmit power.
Bandwidth, Delays, Optimization, Quality of service, Rail transportation, Resource management, Ultra reliable low latency communication, Ultra-reliable low-latency communication, energy efficiency optimization, highspeed railway, resource allocation
0018-9545
16638-16653
Qiao, Yuanyuan
211ac56a-31dc-427b-98c5-049896c8226b
Niu, Yong
1e9137e1-87f3-4e65-b0e2-806a2f249b4a
Chen, Sheng
9310a111-f79a-48b8-98c7-383ca93cbb80
Zhong, Zhangdui
f11c8f1e-7375-4284-bb2f-9dbe2b573ea9
Zhang, Changming
57058dc7-b6e8-4ece-868f-5342aaa10488
Wang, Ning
12c074fb-be39-46a1-b3b1-670e6e57c16c
Ai, Bo
fc1b180d-18e5-4446-b181-c8d0dd25d14b
Qiao, Yuanyuan
211ac56a-31dc-427b-98c5-049896c8226b
Niu, Yong
1e9137e1-87f3-4e65-b0e2-806a2f249b4a
Chen, Sheng
9310a111-f79a-48b8-98c7-383ca93cbb80
Zhong, Zhangdui
f11c8f1e-7375-4284-bb2f-9dbe2b573ea9
Zhang, Changming
57058dc7-b6e8-4ece-868f-5342aaa10488
Wang, Ning
12c074fb-be39-46a1-b3b1-670e6e57c16c
Ai, Bo
fc1b180d-18e5-4446-b181-c8d0dd25d14b

Qiao, Yuanyuan, Niu, Yong, Chen, Sheng, Zhong, Zhangdui, Zhang, Changming, Wang, Ning and Ai, Bo (2024) Energy efficiency optimization of ultra-reliable low-latency communication for high-speed rail. IEEE Transactions on Vehicular Technology, 73 (11), 16638-16653. (doi:10.1109/TVT.2024.3415424).

Record type: Article

Abstract

With the rapid development of new communication technology, notably ultra reliable low latency communication (URLLC) in the 5th generation cellular network, and the wide deployment of high-speed rail (HSR), it becomes critically important to enhance the energy efficiency of the HSR communication system by optimally allocating the bandwidth and transmit power for users, while ensuring the quality of service (QoS) requirements of URLLC. In this paper, we tackle this challenging resource allocation problem of the URLLC system for HSR. Specifically, we establish the train-ground URLLC model for the HSR communication system with mobile relays (MRs), based on which we formulate the optimization problem with the QoS requirements of URLLC as constraints for maximizing the system’s energy efficiency. By decomposing this challenging optimization problem into two subproblems, a
heuristic algorithm is adopted to optimally allocate the transmit power and bandwidth of users with the block coordinate descent (BCD) approach. The simulation results show that compared with the existing algorithms, the proposed algorithm achieves better performance in resource allocation optimization of user bandwidth and transmit power.

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Accepted/In Press date: 12 June 2024
e-pub ahead of print date: 17 June 2024
Published date: 9 November 2024
Additional Information: Publisher Copyright: IEEE
Keywords: Bandwidth, Delays, Optimization, Quality of service, Rail transportation, Resource management, Ultra reliable low latency communication, Ultra-reliable low-latency communication, energy efficiency optimization, highspeed railway, resource allocation

Identifiers

Local EPrints ID: 491409
URI: http://eprints.soton.ac.uk/id/eprint/491409
ISSN: 0018-9545
PURE UUID: d93ed61a-593b-4d04-bfce-c2940c49367c

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Date deposited: 21 Jun 2024 17:07
Last modified: 11 Nov 2024 17:32

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Contributors

Author: Yuanyuan Qiao
Author: Yong Niu
Author: Sheng Chen
Author: Zhangdui Zhong
Author: Changming Zhang
Author: Ning Wang
Author: Bo Ai

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