Toward trusted, social-aware D2D connectivity: bridging across the technology and sociality realms

Ometov, Aleksandr; Orsino, Antonino; Militano, Leonardo; Moltchanov, Dmitri; Araniti, Giuseppe; Olshannikova, Ekaterina; Fodor, Gábor; Andreev, Sergey; Olsson, Thomas; Iera, Antonio; Torsner, Johan; Koucheryavy, Yevgeni; Mikkonen, Tommi

doi:10.1109/mwc.2016.7553033

Cited by 61 publications

(24 citation statements)

References 12 publications

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“…Concerning future 5G scenario, we observe that physical layer connections, network level associations, and social network level relationships are all inter-connected to each other [15]. For instance, social aspects among the users may be of particularly interest to understand the patterns that users could have in the evolution of the time.…”

Section: Merging the Connectivity Sociality And Mobility Tiersmentioning

confidence: 98%

5G Multiscale Mobility : A Look at Current and Upcoming Models in the Next Technology Era

Orsino

Guo

Araniti

2018

IEEE Veh. Technol. Mag.

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. (2017) Multi-scale mobility models in the forthcoming 5G era : a general overview. IEEE Vehicular Technology Magazine . Permanent WRAP URL:http://wrap.warwick.ac.uk/94301 Copyright and reuse:The Warwick Research Archive Portal (WRAP) makes this work by researchers of the University of Warwick available open access under the following conditions. Copyright © and all moral rights to the version of the paper presented here belong to the individual author(s) and/or other copyright owners. To the extent reasonable and practicable the material made available in WRAP has been checked for eligibility before being made available.Copies of full items can be used for personal research or study, educational, or not-for profit purposes without prior permission or charge. Provided that the authors, title and full bibliographic details are credited, a hyperlink and/or URL is given for the original metadata page and the content is not changed in any way.Publisher's statement: © 2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting /republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. A note on versions:The version presented here may differ from the published version or, version of record, if you wish to cite this item you are advised to consult the publisher's version. Please see the 'permanent WRAP url' above for details on accessing the published version and note that access may require a subscription.

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Section: Merging the Connectivity Sociality And Mobility Tiersmentioning

confidence: 98%

5G Multiscale Mobility : A Look at Current and Upcoming Models in the Next Technology Era

Orsino

Guo

Araniti

2018

IEEE Veh. Technol. Mag.

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“…The concept of socially-aware communication has been also proposed for knowledge extraction in mobile networks [71]. Given that any socially-aware communication scheme is based on the involvement of users with their devices, in [72] the authors have addressed this issue by analysing the creation of trusted socially-aware direct connections between devices. Other authors have focused on communications in mobile opportunistic networks among mobile nodes using direct communication [73].…”

Section: A Multiplex Network and Social Contagion Dynamicsmentioning

confidence: 99%

A Multiplex Social Contagion Dynamics Model to Shape and Discriminate D2D Content Dissemination

Scatá

Stefano

Corte

et al. 2021

IEEE Trans. Cogn. Commun. Netw.

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5G network technology is growing fast, thus the number of devices and the traffic are likely to pose impressive challenges. A new paradigm called "Internet-of-People" (IoP) represents a valid approach to include the social aspect. Following an IoP perspective, we believe that the knowledge of social multiplex interactions and dynamics could drive more sustainable growth. By merging this with the Device-to-Device communication (D2D), we originate a new paradigm presented in this work. We propose a novel bio-inspired approach for quantifying the impact of the social multiplex structure on D2D contents' dissemination. Through rigorous mathematical modelling, we have shaped the D2D data dissemination process as a social contagion dynamics of two co-evolving spreading processes. We weigh the dynamic interactions by including the concepts of homophily and awareness. We have measured the effect of homophily, awareness and network heterogeneity on information diffusion. The bio-inspired mechanism is evaluated through a rigorous mathematical and algorithm analysis, and a meaningful simulation. We show that this mechanism is effective in tuning network awareness and alertness, breaking the "echo chambers" effect. Through our model, we have defined and proposed the guidelines to discriminate the nature of the contents based on contents' dissemination.

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“…Ometov et al proposed a trust‐based D2D transmission survey, 20 and Wang et al 21 claim that they were the first to study the impact of selfishness on the underlying cellular network of D2D through the relationship between incoming and outgoing flows in user buffers. In Zhang et al, 22 a green cooperative D2D communication is designed to avoid noncooperative behavior by adopting the social‐aware cooperative D2D MAC protocol.…”

Section: Related Workmentioning

confidence: 99%

Cooperative caching game based on social trust for D2D communication networks

Lü

Zhu

et al. 2020

Int J Communication

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Content sharing via device-to-device (D2D) communications has become a promising method to increase system throughput and reduce traffic load. Due to the characteristic of spectrum sharing in D2D network, confidentiality is becoming a key issue in content transmission. Secure communication in D2D networks is generally guaranteed by a physical-layer security mechanism. However, this method sacrifices the system transmission rate while ensuring security. Since mobile devices are carried by humans, we can leverage their trust relations to enhance the security of communications. As much, considering the psychology structure and social attributes of mobile users, we build a multidimensional trust evaluation mechanism to evaluate the trust relationship between users, and we pick out the trusted users based on the decisiontheoretic rough sets. By sharing content only between trust users, we can enhance the security of content transmissions without relying on physicallayer security measures. Meanwhile, content caching is now widely used to improve accessing efficiency and reduce traffic load on cellular networks. However, caching content for other users incurs additional cost, which results in selfish and noncooperative behavior in users. Considering such selfishness, we introduce a cooperative caching game based on multidimensional trust relations to motivate users to cache contents for other devices. In this game, the trust relations and physical distance between two users are considered to formulate the cost function. Furthermore, we introduce an incentive caching algorithm based on social trust to minimize the total cost in the D2D network. K E Y W O R D Scooperative game, D2D communications, incentive caching, social trust

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Toward trusted, social-aware D2D connectivity: bridging across the technology and sociality realms

Cited by 61 publications

References 12 publications

5G Multiscale Mobility : A Look at Current and Upcoming Models in the Next Technology Era

5G Multiscale Mobility : A Look at Current and Upcoming Models in the Next Technology Era

A Multiplex Social Contagion Dynamics Model to Shape and Discriminate D2D Content Dissemination

Cooperative caching game based on social trust for D2D communication networks

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