Social trust and social reciprocity based cooperative D2D communications

Xu Chen, Brian Proulx, Xiaowen Gong, Junshan Zhang
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引用次数: 115

Abstract

Thanks to the convergence of pervasive mobile communications and fast-growing online social networking, mobile social networking is penetrating into our everyday life. Aiming to develop a systematic understanding of the interplay between social structure and mobile communications, in this paper we exploit social ties in human social networks to enhance cooperative device-to-device communications. Specifically, as hand-held devices are carried by human beings, we leverage two key social phenomena, namely social trust and social reciprocity, to promote efficient cooperation among devices. With this insight, we develop a coalitional game theoretic framework to devise social-tie based cooperation strategies for device-to-device communications. We also develop a network assisted relay selection mechanism to implement the coalitional game solution, and show that the mechanism is immune to group deviations, individually rational, and truthful. We evaluate the performance of the mechanism by using real social data traces. Numerical results show that the proposed mechanism can achieve up-to 122% performance gain over the case without D2D cooperation.
基于社会信任和社会互惠的合作D2D通信
由于无处不在的移动通信和快速发展的在线社交网络的融合,移动社交网络正在渗透到我们的日常生活中。为了系统地理解社会结构与移动通信之间的相互作用,本文利用人类社会网络中的社会关系来增强设备对设备的协作通信。具体来说,由于手持设备是由人类携带的,我们利用两个关键的社会现象,即社会信任和社会互惠,来促进设备之间的有效合作。有了这一见解,我们开发了一个联盟博弈论框架,为设备对设备通信设计基于社会关系的合作策略。我们还开发了一种网络辅助中继选择机制来实现联合博弈解决方案,并表明该机制不受群体偏差的影响,具有个体理性和真实性。我们通过使用真实的社会数据痕迹来评估该机制的性能。数值结果表明,与无D2D协同的情况相比,该机制的性能提高高达122%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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