BlockRoam: Blockchain-Based Roaming Management System for Future Mobile Networks

被引:8
作者
Nguyen, Cong T. [1 ]
Nguyen, Diep N. [2 ]
Dinh Thai Hoang [2 ]
Hoang-Anh Pham [1 ]
Nguyen Huynh Tuong [1 ]
Xiao, Yong [3 ,4 ]
Dutkiewicz, Eryk [2 ]
机构
[1] Ho Chi Minh City Univ Technol, VNU HCM, Ho Chi Minh City 70000, Vietnam
[2] Univ Technol Sydney, Sch Elect & Data Engn, Ultimo, NSW 2007, Australia
[3] Huazhong Univ Sci & Technol, Sch Elect Informat & Commun, Wuhan 430074, Peoples R China
[4] Pazhou Lab, Guangzhou 510330, Peoples R China
基金
中国国家自然科学基金;
关键词
Blockchain; Delays; Security; Stakeholders; Games; Smart contracts; Investment; Mobile roaming; fraud prevention; proof-of-stake; Stackelberg game; and blockchain; PROOF;
D O I
10.1109/TMC.2021.3065672
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Mobile service providers (MSPs) are particularly vulnerable to roaming frauds, especially ones that exploit the long delay in the data exchange process of the contemporary roaming management systems, causing multi-billion dollars loss each year. In this paper, we introduce BlockRoam, a novel blockchain-based roaming management system that provides an efficient data exchange platform among MSPs and mobile subscribers. Utilizing the Proof-of-Stake (PoS) consensus mechanism and smart contracts, BlockRoam can significantly shorten the information exchanging delay, thereby addressing the roaming fraud problems. Through intensive analysis, we show that the security and performance of such PoS-based blockchain network can be further enhanced by incentivizing more users (e.g., subscribers) to participate in the network. Moreover, users in such networks often join stake pools (e.g., formed by MSPs) to increase their profits. Therefore, we develop an economic model based on Stackelberg game to jointly maximize the profits of the network users and the stake pool, thereby encouraging user participation. We also propose an effective method to guarantee the uniqueness of this game's equilibrium. The performance evaluations show that the proposed economic model helps the MSPs to earn additional profits, attracts more investment to the blockchain network, and enhances the network's security and performance.
引用
收藏
页码:3880 / 3894
页数:15
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