학술논문

Game-Theory-Based Spectrum Sharing of Industrial IoT Networking in High-Speed Railway Heterogeneous Communication System
Document Type
Periodical
Source
IEEE Transactions on Cognitive Communications and Networking IEEE Trans. Cogn. Commun. Netw. Cognitive Communications and Networking, IEEE Transactions on. 10(2):594-606 Apr, 2024
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Internet of Things
Rail transportation
Resource management
Game theory
Heterogeneous networks
Games
Analytical models
High-speed railway wireless communication
industrial IoT networking
spectrum sharing
cognitive radio
game theory
Nash equilibrium
Language
ISSN
2332-7731
2372-2045
Abstract
The construction of smart railways and railway informatization urgently needs the support of Internet of Things (IoT) technology. IoT services will provide comprehensive guarantees for improving the operational safety and quality of service (QoS) of high-speed railway (HSR). In order to improve the reliability of the railway IoT technology, we will start from the network layer and analyze the feasibility of the IoT business spectrum resource game under the heterogeneous network architecture. In this paper, we propose a spectrum sharing algorithm for IoT devices in HSR environment by taking IoT device service as secondary user (SU) to share spectrum with primary user (PU) in heterogeneous network environment, The Auction model and Bidding model for two different scenarios are then described, and their effectiveness is analyzed and demonstrated through experimental evaluation. Our research provides a novel IoT service platform construction solution for the next-generation railway broadband mobile communication system.