A QoS Routing Protocol Based on ACO in Wireless Multimedia Sensor Network

被引:0
作者
Wan, Jun [1 ]
Li, Layuan [1 ]
机构
[1] Wuhan Univ Technol, Sch Comp Sci & Technol, Wuhan 430070, Peoples R China
来源
MECHATRONICS, ROBOTICS AND AUTOMATION, PTS 1-3 | 2013年 / 373-375卷
关键词
Wireless Multimedia Sensor Networks; Ant Colony Optimization; QoS; Routing; OPTIMIZATION; COLONY;
D O I
10.4028/www.scientific.net/AMM.373-375.317
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In view of the complexity, higher power consumption and other shortcomings of current wireless multimedia sensor networks (WMSN) QoS routing protocol algorithm, this paper proposes the Ant Colony Optimization (ACO) to improve the WMSN routing protocol. First of all, a routing model for multimedia sensor networks QoS was presented and then a routing algorithm (WMSN-ANT) was brought forward, which uses the network restrict condition to update the pheromone concentration. The forward ants (Fant) collects the link bandwidth, delay, packet loss rate and other parameters, along with the elite strategy for the ant system to update the local node of the network state model and the pheromone of each visited node in order to find the best routing under the conditions of multiconstrained QoS. The simulation results show that the algorithm is characterized by the distributed network routing optimization and has better convergence than the traditional QoS routing protocol and can significantly improve the network lifetime
引用
收藏
页码:317 / 322
页数:6
相关论文
共 10 条
[1]   A survey on wireless multimedia sensor networks [J].
Akyildiz, Ian F. ;
Melodia, Tommaso ;
Chowdhury, Kaushik R. .
COMPUTER NETWORKS, 2007, 51 (04) :921-960
[2]  
[陈慕齐 CHEN Muqi], 2006, [海军工程大学学报, Journal of naval university of engineering], V18, P38
[3]   Ant colony optimization theory: A survey [J].
Dorigo, M ;
Blum, C .
THEORETICAL COMPUTER SCIENCE, 2005, 344 (2-3) :243-278
[4]   Ant system: Optimization by a colony of cooperating agents [J].
Dorigo, M ;
Maniezzo, V ;
Colorni, A .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 1996, 26 (01) :29-41
[5]  
KE Zong-wu, 2008, COMPUTER ENG DESIGN, V29, P360
[6]  
Misra R, 2006, IMP INT C
[7]  
Okdem S, 2006, P 1 NASA ESA C AD HA
[8]  
Shuang L, 2008, DELAY CONSTRAINED HI, V6, P1
[9]  
Sun Yan, 2007, Acta Electronica Sinica, V35, P705
[10]  
YU Rong, 2006, 3 IEEE CONS COMM NET