Performance Evaluations of an Ant Colony Optimization Routing Algorithm for Wireless Sensor Networks

被引：4

作者：

Lin, Tu-Liang ^{[1
]}

Chen, Yu-Sheng ^{[1
]}

Chang, Hong-Yi ^{[1
]}

机构：

[1] Natl Chiayi Univ, Dept Management Informat Syst, Chiayi, Taiwan

来源：

2014 TENTH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING (IIH-MSP 2014) | 2014年

关键词：

Ant Colony Optimization; Routing Algorithm; Wireless Sensor Network; AD HOC NETWORKS;

D O I：

10.1109/IIH-MSP.2014.178

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Previous research of ant-based routing algorithms mainly focused on energy efficiency. However, how ant-based routing algorithms perform in other metrics has been neglected. In this research, we compare the packet delivery ratio, the end-to-end delay and the first packet arrival time of an ant colony optimization (ACO) routing algorithm with three routing protocols commonly used in MANET, namely, AODV, DSDV, and DSR, in the wireless sensor network setting. We found that the ACO is not only energy efficient but also has the best performance in both the packet delivery ratio and the first packet arrival time compared to other routing algorithms. In some cases, it might not perform well in the end-to-end delay.

引用

页码：690 / 693

页数：4

共 10 条

[1]

[Anonymous], SIGCOMM COMPUTER COM

[2] A 2.4-GHz CMOS Short-Range Wireless-Sensor-Network Interface for Automotive Applications [J].

Carmo, Joao Paulo ;

Mendes, Paulo Mateus ;

Couto, Carlos ;

Correia, Jose Higino .

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2010, 57 (05) :1764-1771

[3]

Dorigo M., 1997, IEEE Transactions on Evolutionary Computation, V1, P53, DOI 10.1109/4235.585892

[4]

Johnson D., 1996, Mobile Computing, V353, P153, DOI DOI 10.1007/978-0-585-29603-6_5

[5]

Kawadia V, 2003, IEEE INFOCOM SER, P459

[6] Novel Defense Mechanism against Data Flooding Attacks in Wireless Ad Hoc Networks [J].

Kim, Hyojin ;

Chitti, Ramachandra Bhargav ;

Song, JooSeok .

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2010, 56 (02) :579-582

[7]

Misra R., 2006, 2006 IFIP International Conference on Wireless and Optical Communications Networks

[8] An Integrated Sensor Web Grid Cyberimplementation for Environmental Protection [J].

Preve, Nikolaos P. ;

Protonotarios, Emmanuel N. .

IEEE SENSORS JOURNAL, 2011, 11 (09) :1787-1794

[9] A Wireless Biomedical Signal Interface System-on-Chip for Body Sensor Networks [J].

Wang, Lei ;

Yang, Guang-Zhong ;

Huang, Jin ;

Zhang, Jinyong ;

Yu, Li ;

Nie, Zedong ;

Cumming, David Robert Sime .

IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2010, 4 (02) :112-117

[10] Wireless sensor network survey [J].

Yick, Jennifer ;

Mukherjee, Biswanath ;

Ghosal, Dipak .

COMPUTER NETWORKS, 2008, 52 (12) :2292-2330

← 1 →