CPC: A Novel Content Popularity Compensation Algorithm for Intelligent Wireless Router in User Centric Network

被引:0
作者
Lin, Xiaoyong [1 ,2 ,3 ]
Ma, Jie [1 ]
Zhang, Zeqiu [1 ]
Chen, Chao [1 ]
Xia, Yun [1 ]
Yu, Yang [1 ]
Qiu, Tingting [1 ]
Wang, Xiaoming [1 ,2 ]
机构
[1] Nanjing Univ Posts & Telecommun, Coll Commun & Informat Engn, Nanjing 210003, Jiangsu, Peoples R China
[2] Nanjing Univ Posts & Telecommun, Minist Educ, Key Lab Broadband Wireless Commun & Sensor Networ, Nanjing 210003, Jiangsu, Peoples R China
[3] Nanjing Univ Posts & Telecommun, Coll Tongda, Yangzhou 225127, Jiangsu, Peoples R China
来源
2017 12TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND KNOWLEDGE ENGINEERING (IEEE ISKE) | 2017年
关键词
wireless resource allocation; content popularity; intelligent wireless router; user centric network; logarithm satisfaction degree; RESOURCE-ALLOCATION;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
User centric network (UCN) brought a new concept of all routers to be intelligent and definable, intelligent wireless terminals implement more video online service than general webpage exploring service, in the time of content is the king, how to provide a best user experience for the video content user under intelligent wireless routers(IWR) is a key focus in the current research of user centric network. This paper proposed a scheme of intelligent pipe between Policy server and IWR, and designed a novel content popularity compensation (CPC) algorithm in user centric network framework, the IWR obtained the user attributes and video content popularity, used the parameter of content popularity compensation index (CPI) to integrate the classified user weight (CUW) and content popularity level (CPL), the modified satisfaction degree (MSD) was designed to replace of the general index of user satisfaction degree, such as linear satisfaction degree (LSD) and simple logarithmic satisfaction (SLS). The scheduling rule was to get a maximized system MSD, and the measurement of user average satisfaction (UAS) was the evaluation standard of CPC. The simulations results showed that the CPC got the better performance than that of routine algorithms, such as max-min fairness (MIME) and Utility function (ULF), the CPC algorithm could push on the intelligent wireless router in smart home and bring a novel video content quality of experience (QoE) of future wireless video online users.*
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页数:6
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