Wireless network recommendation system in heterogeneous networks

Yue Meng; Chunxiao Jiang; Lei Xu; Yong Ren; Zhu Han

doi:10.1109/GlobalSIP.2015.7418175

Wireless network recommendation system in heterogeneous networks

Yue Meng, Chunxiao Jiang, Lei Xu, Yong Ren, Zhu Han

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Abstract

In this paper, we propose a novel wireless network recommendation system to deal with the user association problem with the existence of small cells. In the proposed system, by rating the base stations (BSs), user equipments (UEs) interact with each other for accurate information about the quality of service (QoS) of multimedia services. A UE desires to acquire better recommendation quality while saving computational resources and protecting its privacy. This tradeoff is formulated as a satisfaction game. We use a utility function to measure a UE's satisfaction, describe the concept of satisfaction equilibrium (SE), and put forward the algorithm to learn the SE.

Original language	English
Title of host publication	2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	151-155
Number of pages	5
ISBN (Electronic)	9781479975914
DOIs	https://doi.org/10.1109/GlobalSIP.2015.7418175
Publication status	Published - 23 Feb 2016
Externally published	Yes
Event	IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015 - Orlando, United States Duration: 13 Dec 2015 → 16 Dec 2015

Publication series

Name	2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015

Conference

Conference	IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015
Country/Territory	United States
City	Orlando
Period	13/12/15 → 16/12/15

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10.1109/GlobalSIP.2015.7418175

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Meng, Y., Jiang, C., Xu, L., Ren, Y., & Han, Z. (2016). Wireless network recommendation system in heterogeneous networks. In 2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015 (pp. 151-155). Article 7418175 (2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/GlobalSIP.2015.7418175

@inproceedings{65be166f20fa4358927ccd3cd1315d39,

title = "Wireless network recommendation system in heterogeneous networks",

abstract = "In this paper, we propose a novel wireless network recommendation system to deal with the user association problem with the existence of small cells. In the proposed system, by rating the base stations (BSs), user equipments (UEs) interact with each other for accurate information about the quality of service (QoS) of multimedia services. A UE desires to acquire better recommendation quality while saving computational resources and protecting its privacy. This tradeoff is formulated as a satisfaction game. We use a utility function to measure a UE's satisfaction, describe the concept of satisfaction equilibrium (SE), and put forward the algorithm to learn the SE.",

author = "Yue Meng and Chunxiao Jiang and Lei Xu and Yong Ren and Zhu Han",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015 ; Conference date: 13-12-2015 Through 16-12-2015",

year = "2016",

month = feb,

day = "23",

doi = "10.1109/GlobalSIP.2015.7418175",

language = "English",

series = "2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "151--155",

booktitle = "2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015",

address = "United States",

}

Meng, Y, Jiang, C, Xu, L, Ren, Y & Han, Z 2016, Wireless network recommendation system in heterogeneous networks. in 2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015., 7418175, 2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015, Institute of Electrical and Electronics Engineers Inc., pp. 151-155, IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015, Orlando, United States, 13/12/15. https://doi.org/10.1109/GlobalSIP.2015.7418175

Wireless network recommendation system in heterogeneous networks. / Meng, Yue; Jiang, Chunxiao; Xu, Lei et al.
2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015. Institute of Electrical and Electronics Engineers Inc., 2016. p. 151-155 7418175 (2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Wireless network recommendation system in heterogeneous networks

AU - Meng, Yue

AU - Jiang, Chunxiao

AU - Xu, Lei

AU - Ren, Yong

AU - Han, Zhu

PY - 2016/2/23

Y1 - 2016/2/23

N2 - In this paper, we propose a novel wireless network recommendation system to deal with the user association problem with the existence of small cells. In the proposed system, by rating the base stations (BSs), user equipments (UEs) interact with each other for accurate information about the quality of service (QoS) of multimedia services. A UE desires to acquire better recommendation quality while saving computational resources and protecting its privacy. This tradeoff is formulated as a satisfaction game. We use a utility function to measure a UE's satisfaction, describe the concept of satisfaction equilibrium (SE), and put forward the algorithm to learn the SE.

AB - In this paper, we propose a novel wireless network recommendation system to deal with the user association problem with the existence of small cells. In the proposed system, by rating the base stations (BSs), user equipments (UEs) interact with each other for accurate information about the quality of service (QoS) of multimedia services. A UE desires to acquire better recommendation quality while saving computational resources and protecting its privacy. This tradeoff is formulated as a satisfaction game. We use a utility function to measure a UE's satisfaction, describe the concept of satisfaction equilibrium (SE), and put forward the algorithm to learn the SE.

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DO - 10.1109/GlobalSIP.2015.7418175

M3 - Conference contribution

AN - SCOPUS:84964727058

T3 - 2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015

SP - 151

EP - 155

BT - 2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015

Y2 - 13 December 2015 through 16 December 2015

ER -

Meng Y, Jiang C, Xu L, Ren Y, Han Z. Wireless network recommendation system in heterogeneous networks. In 2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015. Institute of Electrical and Electronics Engineers Inc. 2016. p. 151-155. 7418175. (2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015). doi: 10.1109/GlobalSIP.2015.7418175

Wireless network recommendation system in heterogeneous networks

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