Satisfaction-based Dynamic Bandwidth Reallocation for multipath mobile data offloading

被引:6
作者
Bhooanusas, Nuntanut [1 ]
Sou, Sok-Ian [1 ]
Cheng, Kai-Chun [1 ]
机构
[1] Natl Cheng Kung Univ, Inst Comp & Commun Engn, Dept Elect Engn, Tainan 70101, Taiwan
关键词
LTE; WiFi offloading; User satisfaction; Payment; MPTCP;
D O I
10.1016/j.comnet.2020.107594
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Mobile data offloading is a key solution to mitigate heavy traffic load through cellular networks to the WiFi networks. To motivate the mobile users to transmit data over the cellular/WiFi networks under the control of the operator smartly, many incentive pricing frameworks have been proposed with the execution of dynamic bandwidth reallocation schemes to improve network efficiency. In this paper, a Satisfaction-based Dynamic Bandwidth Reallocation (SDBR) scheme is proposed to improve user satisfaction in term of the blocking probability and the user payment in data offloading environments. In SDBR, the operator can efficiently reallocate the bandwidth to accommodate more potential users; the overall operator revenue therefore increases as well. To demonstrate the effectiveness of our proposed SDBR scheme, we first assess the blocking probability with and without serving users having WiFi connections and discuss the benefits of the dynamic bandwidth allocation. Then, we elaborate a satisfaction-based pricing scheme for data downloading to motivate both mobile operator and users to work with SDBR, which brings the increment of operator overall revenue and reduction of individual user payment. Finally, simulation results show that our proposed SDBR scheme outperforms the four existing bandwidth allocation schemes in both time-based and volume-based data transmission.
引用
收藏
页数:17
相关论文
共 30 条
[1]   A dynamic model of customers' usage of services: Usage as an antecedent and consequence of satisfaction [J].
Bolton, RN ;
Lemon, KN .
JOURNAL OF MARKETING RESEARCH, 1999, 36 (02) :171-186
[2]   Internet pricing, price satisfaction, and customer satisfaction [J].
Cao, Y ;
Gruca, TS ;
Klemz, BR .
INTERNATIONAL JOURNAL OF ELECTRONIC COMMERCE, 2003, 8 (02) :31-50
[3]   DAWN: Delay-Aware Wi-Fi Offloading and Network Selection [J].
Cheung, Man Hon ;
Huang, Jianwei .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2015, 33 (06) :1214-1223
[4]  
Cisco, 2018, FOR METH 2016 2021
[5]  
Cormen T.H., 2009, COMMUNITY RESOURCE A
[6]  
Fakhfakh E, 2017, INT WIREL COMMUN, P1114, DOI 10.1109/IWCMC.2017.7986441
[7]   Opportunistic Mobile Data Offloading with Deadline Constraints [J].
Gao, Guoju ;
Xiao, Mingjun ;
Wu, Jie ;
Han, Kai ;
Huang, Liusheng ;
Zhao, Zhenhua .
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2017, 28 (12) :3584-3599
[8]  
Hongdan Xu, 2016, 2016 IEEE International Workshop on Electromagnetics (iWEM): Applications and Student Innovation Competition, P1, DOI 10.1109/iWEM.2016.7504952
[9]   Stochastic-Geometry-Based Performance Analysis of Delayed Mobile Data Offloading With Mobility Prediction in Dense IEEE 802.11 Networks [J].
Hu, Zhiqun ;
Lu, Zhaoming ;
Wen, Xiangming ;
Li, Qishan .
IEEE ACCESS, 2017, 5 :23060-23068
[10]   Performance Optimization of Delayed WiFi Offloading in Heterogeneous Networks [J].
Ko, Haneul ;
Lee, Jaewook ;
Pack, Sangheon .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2017, 66 (10) :9436-9447