Bee Colony Optimization for Data Aggregation in Wireless Sensor Networks

被引：3

作者：

Kumar, Sujit ^{[1
]}

Kumar, Sushil ^{[1
]}

机构：

[1] Jawaharlal Nehru Univ, Sch Comp & Syst Sci, New Delhi 110067, India

来源：

PROCEEDINGS OF 3RD INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING, NETWORKING AND INFORMATICS, ICACNI 2015, VOL 2 | 2016年 / 44卷

关键词：

Wireless sensor networks; Data aggregation; Bee colony optimization; Energy-efficiency;

D O I：

10.1007/978-81-322-2529-4_25

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Energy constraint nature of wireless sensor networks has led to the need of data aggregation. Problem of optimal data aggregation scheme is a NP-hard problem. Bee colony System, a metaheuristic algorithm, imparts inherent and natural means of optimization for optimal data aggregation. In this paper, Bee Colony Optimization (BCO) using Bee Fuzzy System is used for data aggregation in wireless sensor networks (WSNs). Simulation is done using MATLAB. The performance shows the considerable improvement in energy optimization of wireless sensor networks.

引用

页码：239 / 246

页数：8

共 50 条

[41] An Analysis on Data Aggregation in Wireless Sensor Networks [J].

Renjith, P. N. ;

Baburaj, E. .

2012 INTERNATIONAL CONFERENCE ON RADAR, COMMUNICATION AND COMPUTING (ICRCC), 2012, :62-71

[42] Hybrid algorithm of particle swarm optimization and artificial bee colony with its application in wireless sensor networks [J].

Sun, Hui ;

Shi, Xiaolu ;

Zhao, Jia ;

Wang, Hui .

Sensor Letters, 2014, 12 (02) :392-397

[43] Data aggregation by enhanced squirrel search optimization algorithm for in wireless sensor networks [J].

Kathiroli, Panimalar ;

Kanmani, S. .

WIRELESS NETWORKS, 2025, 31 (03) :2181-2201

[44] On the Optimization of a Probabilistic Data Aggregation Framework for Energy Efficiency in Wireless Sensor Networks [J].

Kafetzoglou, Stella ;

Aristomenopoulos, Giorgos ;

Papavassiliou, Symeon .

SENSORS, 2015, 15 (08) :19597-19617

[45] Research on Data Aggregation Technology Based on Wireless Sensor Networks [J].

Wang, Tianming .

INTERNATIONAL JOURNAL OF FUTURE GENERATION COMMUNICATION AND NETWORKING, 2016, 9 (01) :127-134

[46] Adaptive data aggregation with probabilistic routing in wireless sensor networks [J].

Lu, Yao ;

Comsa, Ioan-Sorin ;

Kuonen, Pierre ;

Hirsbrunner, Beat .

WIRELESS NETWORKS, 2016, 22 (08) :2485-2499

[47] Approaching the Optimal Schedule for Data Aggregation in Wireless Sensor Networks [J].

Wang, Pei ;

He, Yuan ;

Huang, Liusheng .

WIRELESS ALGORITHMS, SYSTEMS, AND APPLICATIONS, 2010, 6221 :26-35

[48] SCT Based Adaptive Data Aggregation for Wireless Sensor Networks [J].

Kumar, S. Manoj ;

Rajkumar, N. .

WIRELESS PERSONAL COMMUNICATIONS, 2014, 75 (04) :2121-2133

[49] SelectCast: Scalable Data Aggregation Scheme in Wireless Sensor Networks [J].

Wang, Cheng ;

Jiang, Changjun ;

Tang, Shaojie ;

Li, Xiang-Yang .

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2012, 23 (10) :1958-1969

[50] A QoS-Aware Data Aggregation in Wireless Sensor Networks [J].

Jeong, Jongsoo ;

Kim, Jaeseok ;

Cha, Woosuk ;

Kim, Haeyong ;

Kim, Sangcheol ;

Mah, Pyeongsoo .

12TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION TECHNOLOGY: ICT FOR GREEN GROWTH AND SUSTAINABLE DEVELOPMENT, VOLS 1 AND 2, 2010, :156-161

← 1 2 3 4 5 →