On-device Computational Caching-Enabled Augmented Reality for 5G and Beyond: A Contract Theory-Based Incentive Mechanism

Author(s):  
Tri Nguyen Dang ◽  
Kitae Kim ◽  
Latif U. Khan ◽  
S. M. Ahsan Kazmi ◽  
Zhu Han ◽  
...  
2019 ◽  
Vol 6 (6) ◽  
pp. 10700-10714 ◽  
Author(s):  
Jiawen Kang ◽  
Zehui Xiong ◽  
Dusit Niyato ◽  
Shengli Xie ◽  
Junshan Zhang

2017 ◽  
Vol 24 (3) ◽  
pp. 80-85 ◽  
Author(s):  
Yanru Zhang ◽  
Miao Pan ◽  
Lingyang Song ◽  
Zaher Dawy ◽  
Zhu Han

Author(s):  
S. M. Ahsan Kazmi ◽  
Tri Nguyen Dang ◽  
Ibrar Yaqoob ◽  
Aunas Manzoor ◽  
Rasheed Hussain ◽  
...  

Author(s):  
Zhenwei Zhang ◽  
Hua Qu ◽  
Jihong Zhao ◽  
Wei Wang

Cooperative Non-Orthogonal Multiple Access (NOMA) with Simultaneous Wireless Information and Power Transfer (SWIPT) communication can effectively improve the spectrum efficiency and energy efficiency of the wireless networks with extend coverage. An important design issue is to incentivize a relaying center user to participate in the cooperative process and achieve a win-win situation to both the BS and the center user. Some private information of the center users are hidden from the BS in the networks. We apply a contract theory-based incentive mechanism under such asymmetric information scenario to incentives center user to join the cooperative communication to maximize the BS profit utility and to guarantee the center user’s expect payoff. A match theory-based Gale-Shapley algorithm is proposed to obtain the optimal strategy with low computation complexity. Simulation results indicated the network performance of our proposed cooperative transmission is much better than the conventional NOMA transmission and the benefit utility of the BS with the stable match strategy is nearly close to the complete channel state information multi-users scenario while the center users get the satisfied expect payoffs.


Entropy ◽  
2021 ◽  
Vol 23 (9) ◽  
pp. 1161
Author(s):  
Zhenwei Zhang ◽  
Hua Qu ◽  
Jihong Zhao ◽  
Wei Wang

Cooperative Non-Orthogonal Multiple Access (NOMA) with Simultaneous Wireless Information and Power Transfer (SWIPT) communication can not only effectively improve the spectrum efficiency and energy efficiency of wireless networks but also extend their coverage. An important design issue is to incentivize a full duplex (FD) relaying center user to participate in the cooperative process and achieve a win–win situation for both the base station (BS) and the center user. Some private information of the center users are hidden from the BS in the network. A contract theory-based incentive mechanism under this asymmetric information scenario is applied to incentivize the center user to join the cooperative communication to maximize the BS’s benefit utility and to guarantee the center user’s expected payoff. In this work, we propose a matching theory-based Gale–Shapley algorithm to obtain the optimal strategy with low computation complexity in the multi-user pairing scenario. Simulation results indicate that the network performance of the proposed FD cooperative NOMA and SWIPT communication is much better than the conventional NOMA communication, and the benefit utility of the BS with the stable match strategy is nearly close to the multi-user pairing scenario with complete channel state information (CSI), while the center users get the satisfied expected payoffs.


2020 ◽  
Vol 22 (2) ◽  
pp. 445-458 ◽  
Author(s):  
Zeyu Xu ◽  
Yang Cao ◽  
Wei Wang ◽  
Tao Jiang ◽  
Qian Zhang

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