EMCR: Routing in WSN using multi criteria decision analysis and Entropy weights

被引:7
|
作者
机构
[1] Bhunia, Suman Sankar
[2] Das, Bijoy
[3] Mukherjee, Nandini
来源
| 1600年 / Springer Verlag卷 / 8729期
关键词
Alternative routes - Efficient routing - Entropy weight method - Multi-criteria decision analysis - Multiple criteria - Network transmission - Routing - Weighted products;
D O I
10.1007/978-3-319-11692-1_28
中图分类号
学科分类号
摘要
Nowadays wireless sensor networks (WSN) are widely used in diffrent applications. In any network (traditional network or WSNs), route finding is the key support for network transmission technology. In WSN, efficient routing algorithm is very important. But the realization of efficient algorithm is not so easy because of many routing parameters of the network and resource constrained nature of the sensor nodes. This paper proposes an efficient and multi-hoping routing algorithm which is able to choose an efficient route between available routes while considering multiple important criteria for taking routing decisions and at the same time providing balance in energy consumption across all the sensor nodes. This proposed scheme is based on multi-criteria decision analysis, where multiple criteria, such as residual energy, frequency (number of packets received) and hop count are taken into account. Entropy weight method is used to assign the weighted values on each criterion. The best alternative route is selected using Weighted Product Model (WPM). The scheme has been implemented using TinyOS, an event-driven operating system designed for wireless sensor network. © Springer International Publishing Switzerland 2014.
引用
收藏
相关论文
共 50 条
  • [1] A note on using centroid weights in additive multi-criteria decision analysis
    Kunsch, Pierre L.
    Ishizaka, Alessio
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2019, 277 (01) : 391 - 393
  • [2] Multi Criteria Automatic Generation of Optimal Routing for WSN
    Mezni, Anis
    Dumitrescu, Emil
    Niel, Eric
    Ben Ahmed, Samir
    2018 14TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE (IWCMC), 2018, : 747 - 752
  • [3] Application of Multi-Criteria Decision Analysis to Identify Global and Local Importance Weights of Decision Criteria
    Wieckowski, Jakub
    Kizielewicz, Bartlomiej
    Paradowski, Bartosz
    Shekhovtsov, Andrii
    Salabun, Wojciech
    INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2023, 22 (06) : 1867 - 1892
  • [4] The Value of Assessing Weights in Multi-criteria Portfolio Decision Analysis
    Keisler, Jeffrey
    JOURNAL OF MULTI-CRITERIA DECISION ANALYSIS, 2008, 15 (5-6) : 111 - 123
  • [5] Multi Criteria Decision Analysis assisted Routing in Wireless Sensor Network using Fuzzy rules
    Bhunia, Suman Sankar
    Das, Bijoy
    Mukherjee, Nandini
    PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING AND NETWORKING, 2015,
  • [6] Optimization of weights and ratings of DRASTIC model parameters by using multi-criteria decision analysis techniques
    Reema Sharma
    Prashant Kumar
    Subhasis Bhaumik
    Praveen Thakur
    Arabian Journal of Geosciences, 2022, 15 (10)
  • [7] METHODS FOR DETERMINING OF CRITERIA WEIGHTS IN MULTI-CRITERIA DECISION ASSIGNMENTS
    Moldrik, Petr
    Vansky, Tomas
    PROCEEDINGS OF THE 6TH INTERNATIONAL SCIENTIFIC CONFERENCE ELECTRIC POWER ENGINEERING 2005, 2005, : 356 - 362
  • [8] THE ANALYSIS OF THE SELECTION METHODS FOR THE DECISION CRITERIA WEIGHTS
    Dumitran, M.
    Gavris, O.
    Sucala, D.
    Curtean, N. M.
    2014 INTERNATIONAL CONFERENCE ON PRODUCTION RESEARCH - REGIONAL CONFERENCE AFRICA, EUROPE AND THE MIDDLE EAST AND 3RD INTERNATIONAL CONFERENCE ON QUALITY AND INNOVATION IN ENGINEERING AND MANAGEMENT (ICPR-AEM 2014), 2014, : 153 - 158
  • [9] City sustainability evaluation using multi-criteria decision making with objective weights of interdependent criteria
    Zhang, Ling
    Xu, Yan
    Yeh, Chung-Hsing
    Liu, Yao
    Zhou, Dequn
    JOURNAL OF CLEANER PRODUCTION, 2016, 131 : 491 - 499
  • [10] ASSESSING MULTI-CRITERIA DECISION ANALYSIS (MCDA) ATTRIBUTE WEIGHTS USING AN INTERACTIVE DATA CAPTURE TOOL
    Schey, C.
    Connolly, M.
    Volovyk, A.
    Topachevskyi, O.
    Kotsopoulos, N.
    VALUE IN HEALTH, 2018, 21 : S220 - S220