Inter-cluster connection in cognitive wireless mesh networks based on intelligent network coding

Xianfu Chen, Zhifeng Zhao, Honggang Zhang, Tao Jiang, David Grace

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

5 Citations (Scopus)

Abstract

Cognitive wireless mesh networks have great flexibility to improve the spectrum utilization by opportunistically accessing the authorized frequency bands, within which the secondary users (SUs) should not violate the quality of service (QoS) requirement of the primary users (PUs) while transmitting. In this paper, we consider inter-cluster connection among neighboring clusters under the framework of cognitive wireless mesh networks. Corresponding to the neighboring clusters, all nodes operate in half-duplex mode; hence exchanging control message usually needs four time slots by traditional scheme, which leads to a loss in networking and spectral efficiency especially at the gateway node. A novel scheme based on network coding is proposed, which needs only two time slots. Our simulation experiments reveal the following findings: the performances of traditional inter-cluster connection and network coding based inter-cluster connection are comparable. Next, how to choose optimal signal amplification factor at the gateway node according to the wireless environment is discussed. And we present an intelligent policy based on reinforcement learning to solve the problem. Theoretical analysis and numerical results both show the policy can achieve optimal throughput for the SUs in the long run.

Original languageEnglish
Title of host publication2009 IEEE 20th Personal, Indoor and Mobile Radio Communications Symposium, PIMRC 2009
PublisherIEEE Institute of Electrical and Electronic Engineers
ISBN (Print)978-1-4244-5123-4
DOIs
Publication statusPublished - 1 Dec 2009
MoE publication typeNot Eligible
Event2009 IEEE 20th Personal, Indoor and Mobile Radio Communications Symposium, PIMRC 2009 - Tokyo, Japan
Duration: 13 Sep 200916 Sep 2009

Conference

Conference2009 IEEE 20th Personal, Indoor and Mobile Radio Communications Symposium, PIMRC 2009
CountryJapan
CityTokyo
Period13/09/0916/09/09

Fingerprint

Intelligent networks
Network coding
Wireless mesh networks (WMN)
Reinforcement learning
Frequency bands
Amplification
Quality of service
Throughput
Experiments

Keywords

  • Cluster
  • CogMesh
  • Cognitive radio
  • Cognitive wireless mesh networks
  • Network coding
  • Reinforcement learning
  • Relaying

Cite this

Chen, X., Zhao, Z., Zhang, H., Jiang, T., & Grace, D. (2009). Inter-cluster connection in cognitive wireless mesh networks based on intelligent network coding. In 2009 IEEE 20th Personal, Indoor and Mobile Radio Communications Symposium, PIMRC 2009 [5449924] IEEE Institute of Electrical and Electronic Engineers . https://doi.org/10.1109/PIMRC.2009.5449924
Chen, Xianfu ; Zhao, Zhifeng ; Zhang, Honggang ; Jiang, Tao ; Grace, David. / Inter-cluster connection in cognitive wireless mesh networks based on intelligent network coding. 2009 IEEE 20th Personal, Indoor and Mobile Radio Communications Symposium, PIMRC 2009. IEEE Institute of Electrical and Electronic Engineers , 2009.
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Chen, X, Zhao, Z, Zhang, H, Jiang, T & Grace, D 2009, Inter-cluster connection in cognitive wireless mesh networks based on intelligent network coding. in 2009 IEEE 20th Personal, Indoor and Mobile Radio Communications Symposium, PIMRC 2009., 5449924, IEEE Institute of Electrical and Electronic Engineers , 2009 IEEE 20th Personal, Indoor and Mobile Radio Communications Symposium, PIMRC 2009, Tokyo, Japan, 13/09/09. https://doi.org/10.1109/PIMRC.2009.5449924

Inter-cluster connection in cognitive wireless mesh networks based on intelligent network coding. / Chen, Xianfu; Zhao, Zhifeng; Zhang, Honggang; Jiang, Tao; Grace, David.

2009 IEEE 20th Personal, Indoor and Mobile Radio Communications Symposium, PIMRC 2009. IEEE Institute of Electrical and Electronic Engineers , 2009. 5449924.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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Chen X, Zhao Z, Zhang H, Jiang T, Grace D. Inter-cluster connection in cognitive wireless mesh networks based on intelligent network coding. In 2009 IEEE 20th Personal, Indoor and Mobile Radio Communications Symposium, PIMRC 2009. IEEE Institute of Electrical and Electronic Engineers . 2009. 5449924 https://doi.org/10.1109/PIMRC.2009.5449924