Multi Criteria Decision Analysis assisted Routing in Wireless Sensor Network using Fuzzy rules

被引：1

作者：

Bhunia, Suman Sankar ^{[1
]}

Das, Bijoy ^{[1
]}

Mukherjee, Nandini ^{[2
]}

机构：

[1] Jadavpur Univ, Sch Mobile Comp & Commun, Kolkata, India

[2] Jadavpur Univ, Dept Comp Sci & Engn, Kolkata, India

来源：

PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING AND NETWORKING | 2015年

关键词：

WSN; MCDA; Fuzzy rules;

D O I：

10.1145/2684464.2684499

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

Wireless sensor network is a self-organizing wireless network system which has enabled densely deployment of nodes. These wireless sensors gather and forward data. But finding an efficient route is a challenge while the nodes communicate for data transmission. A routing algorithm, FMCR, is proposed in this paper. A well-known operations research technique, multi-criteria decision analysis, is used in this proposed scheme. Here multiple criteria, such as residual energy, packet transmission frequency and hop count are taken into account. In order to assign the weighted values on each criterion, Fuzzy rules are applied on heuristic properties like node density, dead nodes and delay. The best route is selected using Weighted Product Model (WPM). This scheme has been implemented using TinyOS, an event-driven operating system designed for wireless sensor network.

引用

页数：7

共 50 条

[21] Algorithm Analysis of Wireless Sensor Network Routing
Hasanjan-Kerim
PROCEEDINGS OF THE 2013 ASIA-PACIFIC COMPUTATIONAL INTELLIGENCE AND INFORMATION TECHNOLOGY CONFERENCE, 2013, : 551 - 559
[22] Energy-Efficient Routing Using Fuzzy Neural Network in Wireless Sensor Networks
Varun, Rajesh Kumar
Gangwar, Rakesh C.
Kaiwartya, Omprakash
Aggarwal, Geetika
WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021
[23] Optimal Routing Protocol for Wireless Sensor Network Using Genetic Fuzzy Logic System
Beevi, S. Zulaikha
Alabdulatif, Abdullah
CMC-COMPUTERS MATERIALS & CONTINUA, 2022, 70 (02): : 4107 - 4122
[24] Efficient routing mechanism for neighbour selection using fuzzy logic in wireless sensor network
Ramkumar, K.
Ananthi, N.
Brabin, D. R. Denslin
Goswami, Puneet
Baskar, M.
Bhatia, Komal Kumar
Kumar, Harish
COMPUTERS & ELECTRICAL ENGINEERING, 2021, 94
[25] Enhancement of network lifetime using fuzzy clustering and multidirectional routing for wireless sensor networks
Kiran, W. S.
Smys, S.
Bindhu, V
SOFT COMPUTING, 2020, 24 (15) : 11805 - 11818
[26] Multi-attribute Decision Making for Data-centric Routing in Wireless Sensor Network
Zhou, Jin
Chen, C. L. Philip
Chen, Long
2013 INTERNATIONAL CONFERENCE ON FUZZY THEORY AND ITS APPLICATIONS (IFUZZY 2013), 2013, : 429 - 434
[27] Multi-object optimization routing algorithm based on fuzzy decision making for wireless sensor networks
College of Information Science and Technology, Nanjing Univ. of Aeronautics and Astronautics, Nanjing 210016, China
不详
不详
Xi'an Dianzi Keji Daxue Xuebao, 2008, 4 (721-725+763):
[28] Use of multi-criteria decision analysis in fuzzy network DEA models
Pieter, Michal
MATHEMATICAL METHODS IN ECONOMICS (MME 2017), 2017, : 566 - 571
[29] A Fuzzy Decision Maker for Wireless Sensor Network in Ubiquitous Network Environment
Qayyum, Huma
Sohail, Shaleeza
Shah, Ghalib A.
Khanum, Aasia
2009 INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS WORKSHOPS: WAINA, VOLS 1 AND 2, 2009, : 359 - 364
[30] EMCR: Routing in WSN using multi criteria decision analysis and Entropy weights
1600, Springer Verlag (8729):

← 1 2 3 4 5 →