MULTI-RADIO NETWORK OPTIMISATION USING BAYESIAN BELIEF PROPAGATION

被引：0

作者：

McGuire, Colin ^{[1
]}

Weiss, Stephan ^{[1
]}

机构：

[1] Univ Strathclyde, Dept Elect & Elect Engn, Ctr White Space Commun, Glasgow G1 1XW, Lanark, Scotland

来源：

2014 PROCEEDINGS OF THE 22ND EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO) | 2014年

关键词：

heterogeneous networks; network optimisation; Bayesian belief propagation; white space communications; rural broadband access;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

In this paper we show how 5 GHz and "TV White Space" wireless networks can be combined to provide fixed access for a rural community. Using multiple technologies allows the advantages of each to be combined to overcome individual limitations when assigning stations between networks. Specifically, we want to maximise throughput under the constraint of satisfying both the desired individual station data rate and the transmit power within regulatory limits. For this optimisation, we employ Pearl's algorithm, a Bayesian belief propagation implementation, which is informed by statistics drawn from network trials on Isle of Tiree with 100 households. The method confirms results obtained with an earlier deterministic approach.

引用

页码：421 / 425

页数：5

共 50 条

[41] Management of Converged Multi-Radio Networks
Sachs, Joachim
IT-INFORMATION TECHNOLOGY, 2011, 53 (01): : 41 - 43
[42] Enhancing throughput in multi-radio cognitive radio networks
Khan, Tanvir Ahmed
Al Islam, A. B. M. Alim
WIRELESS NETWORKS, 2019, 25 (07) : 4383 - 4402
[43] Radio access selection in multi-radio access systems
Jorguseski, Ljupco
Litjens, Remco
Chen Zhiyi
Nikookar, Homayon
2007 14TH IEEE SYMPOSIUM ON COMMUNICATIONS AND VEHICULAR TECHNOLOGY IN THE BENELUX, 2007, : 36 - +
[44] Joint cooperative routing and channel assignment in multi-radio wireless mesh network
Qiao H.
Zhang D.-F.
Xie K.
He S.-M.
Zhang J.
1600, Chinese Institute of Electronics (44): : 1400 - 1405
[45] Predicting software suitability using a Bayesian belief network
Beaver, JM
Schiavone, GA
Berrios, JS
ICMLA 2005: FOURTH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS, PROCEEDINGS, 2005, : 82 - 88
[46] Channel Assignment in Multi-Radio Multi-Channel Wireless Mesh Network by Topology Approach
Zhang, Li
Wang, Xinheng
Liu, Caixing
2009 WRI INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND MOBILE COMPUTING: CMC 2009, VOL 2, 2009, : 358 - +
[47] Internet Gateway deployment optimization in a multi-channel multi-radio Wireless Mesh Network
He, Bing
Xie, Bin
Agrawal, Dharina P.
WCNC 2008: IEEE WIRELESS COMMUNICATIONS & NETWORKING CONFERENCE, VOLS 1-7, 2008, : 2259 - 2264
[48] Using a Bayesian Belief Network to detect healthcare fraud
Kumaraswamy, Nishamathi
Ekin, Tahir
Park, Chanhyun
Markey, Mia K.
Barner, Jamie C.
Rascati, Karen
EXPERT SYSTEMS WITH APPLICATIONS, 2024, 238
[49] Optimization Algorithm Based on SPSA in Multi-Channel Multi-radio Wireless Monitoring Network
Ding, Sheng
Xia, Na
Wang, Peipei
Li, Shaojie
Ou, Yuanxiao
2015 INTERNATIONAL CONFERENCE ON CYBER-ENABLED DISTRIBUTED COMPUTING AND KNOWLEDGE DISCOVERY, 2015, : 517 - 524
[50] IOBR:Interoperable Bee-Hive Routing in a Heterogeneous Multi-Radio Network
Vaishnavi, K.
Kiran, K.
Shenoy, P. Deepa
Venugopal, K. R.
TENCON 2015 - 2015 IEEE REGION 10 CONFERENCE, 2015,

← 1 2 3 4 5 →