Prospect theoretic user satisfaction in wireless communications networks

Chia-Han Lee*

*此作品的通信作者

研究成果: Conference contribution同行評審

6 引文 斯高帕斯(Scopus)

摘要

User satisfaction is a critical design metric of wireless communications systems and networks. In this paper, we consider user satisfaction of wireless communications networks from a human psychological point of view through the prospect theory. Due to the asymmetrical s-shaped value function and the dependence of reference point described by the prospect theory, user satisfaction is degraded significantly under dynamic reference point and dynamic value function. We show that the user satisfaction can be maximized by properly allocating resources, but the overall resource utilization will be extremely low. To combat this issue, we propose an efficient and effective reference-point aware (REPA) resource allocation scheme to maximize the weighted user satisfaction in wireless communications networks, finding a good balance between user satisfaction and resource utilization. The proposed REPA scheme is shown to achieve good performance when the prospect theory with dynamic reference point and dynamic value function is applied to the regime of user satisfaction in wireless communications networks.

原文English
主出版物標題2015 24th Wireless and Optical Communication Conference, WOCC 2015
發行者Institute of Electrical and Electronics Engineers Inc.
頁面195-200
頁數6
ISBN(電子)9781479988549
DOIs
出版狀態Published - 2 12月 2015
事件24th Wireless and Optical Communication Conference, WOCC 2015 - Taipei, Taiwan
持續時間: 23 10月 201524 10月 2015

出版系列

名字2015 24th Wireless and Optical Communication Conference, WOCC 2015

Conference

Conference24th Wireless and Optical Communication Conference, WOCC 2015
國家/地區Taiwan
城市Taipei
期間23/10/1524/10/15

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