Ant Colony Optimization-Based Location-Aware Routing for Wireless Sensor Networks

被引：0
|
作者：
Wang, Xiaoming [1 ]
Li, Qiaoliang [2 ,3 ]
Xiong, Naixue [3 ]
Pan, Yi [3 ]
机构：
[1] Shaanxi Normal Univ, Sch Comp Sci, Xian 710062, Peoples R China
[2] Hunan Univ, Sch Comp Sci & Commun, Changsha 410082, Hunan, Peoples R China
[3] Georgia State Univ, Dept Comp Sci, Atlanta, GA 30303 USA
来源：
WIRELESS ALGORITHMS, SYSTEMS, AND APPLICATIONS, PROCEEDINGS | 2008年 / 5258卷
基金：
中国国家自然科学基金;
关键词：
WSN; routing; ACO; pheromone; transition probability; simulation;
D O I：
暂无
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
The routing for Wireless Sensor Networks (WSNs) is a key and hard problem, and it is a research topic in the field of WSN applications. Based on Ant Colony Optimization (ACO), this paper proposes a novel adaptive intelligent routing scheme for WSNs. Following the proposed scheme, a high performance routing algorithm for WSNs is designed. The proposed routing scheme is very different from the existing ACO based routing schema for WSNs. On one hand, in the proposed scheme, the search range for an ant to select its next-hop node is limited to a subset of the set of the neighbors of the current node. On the other hand, by fusing the residual energy and the global and local location information of nodes, the new probability transition rule.,,, for an ant to select its next-hop node are defined. Compared with other ACO based routing algorithms for WSNs, the proposed routing algorithm has a better network performance on aspects of energy consumption, energy efficiency, and packet delivery latency.
引用
收藏
页码：109 / +
页数：2
相关论文
共 50 条
  • [21] Ant Colony Optimization Based Quality of Service Aware Energy Balancing Secure Routing Algorithm for Wireless Sensor Networks
    Rathee, Manisha
    Kumar, Sushil
    Gandomi, Amir H.
    Dilip, Kumar
    Balusamy, Balamurugan
    Patan, Rizwan
    IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2021, 68 (01) : 170 - 182
  • [22] A Survey of Ant Colony Optimization-Based Approaches to Routing in Computer Networks
    Janacik, Peter
    Orfanus, Dalimir
    Wilke, Adrian
    FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS, MODELLING AND SIMULATION (ISMS 2013), 2013, : 427 - 432
  • [23] Ant-colony optimization based service aware routing algorithm for multimedia sensor networks
    Beijing Key Laboratory of Intelligent Telecommunications Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing 100876, China
    Tien Tzu Hsueh Pao, 2007, 4 (705-711):
  • [24] Location-aware ID assignment in wireless sensor networks
    Liu, Yunhuai
    Ni, Lionel M.
    2006 IEEE INTERNATIONAL CONFERENCE ON MOBILE ADHOC AND SENSOR SYSTEMS, VOLS 1 AND 2, 2006, : 485 - 489
  • [25] Particle Swarm Optimization Compared to Ant Colony Optimization for Routing in Wireless Sensor Networks
    EL Ghazi, Asmae
    Ahiod, Belaid
    PROCEEDINGS OF THE MEDITERRANEAN CONFERENCE ON INFORMATION & COMMUNICATION TECHNOLOGIES 2015 (MEDCT 2015), VOL 2, 2016, 381 : 221 - 227
  • [26] Ant Colony-based Energy-Aware Multipath Routing Algorithm for Wireless Sensor Networks
    Xia, Songzhu
    Wu, Su
    2009 SECOND INTERNATIONAL SYMPOSIUM ON KNOWLEDGE ACQUISITION AND MODELING: KAM 2009, VOL 3, 2009, : 198 - 201
  • [27] Performance Evaluations of an Ant Colony Optimization Routing Algorithm for Wireless Sensor Networks
    Lin, Tu-Liang
    Chen, Yu-Sheng
    Chang, Hong-Yi
    2014 TENTH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING (IIH-MSP 2014), 2014, : 690 - 693
  • [28] Cloud Model and Ant Colony Optimization Based QoS Routing Algorithm for Wireless Sensor Networks
    Jian, Di
    ADVANCED TECHNOLOGY IN TEACHING - PROCEEDINGS OF THE 2009 3RD INTERNATIONAL CONFERENCE ON TEACHING AND COMPUTATIONAL SCIENCE (WTCS 2009), VOL 1: INTELLIGENT UBIQUITIOUS COMPUTING AND EDUCATION, 2012, 116 : 179 - 187
  • [29] An energy balance routing in wireless sensor networks by intelligent ant colony optimization
    Liu, Xuxun
    Cao, Yang
    Zou, Xueyu
    Qin, Liangjie
    Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition), 2008, 36 (02): : 95 - 98
  • [30] A Routing Protocol Based on Ant Colony Algorithm for Wireless Sensor Networks
    Sun Lijuan
    Yang Guannan
    Guo Jian
    Xu Wenjun
    Wang Ruchuan
    CHINESE JOURNAL OF ELECTRONICS, 2010, 19 (04): : 589 - 593
12345