Applications of learning automata in wireless sensor networks

被引:4
|
作者
Lotf, Jalil Jabari [1 ]
Hosseinzadeh, Mehran
Ghazani, Seyed Hossein Hosseini Nazhad [1 ]
Alguliev, Rasim M. [1 ]
机构
[1] Azerbaijan Natl Acad Sci, Inst Informat Technol, Baku, Azerbaijan
关键词
Learning Automata; wireless sensor networks; routing protocol;
D O I
10.1016/j.protcy.2012.02.015
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We are dealing with a host of challenging issues in wireless sensor networks like: limited energy supply of a sensor, which is a threat for network life time, QOS needs and energy efficient routing. Researchers have proposed a variety of approaches to deal with these issues, but when it comes to dynamic, unpredictable environments, some of these solutions lose their effectiveness. The question is whether there is an adaptive approach, which could adapt itself with the changing nature of the environment? "Learning Automaton" is the answer to this question. If we equip the sensors with some intelligent automata, our network earns the ability of adapting itself with the environment when it changes. In other words, the WSN uses the power of learning and becomes intelligent as time passes. In this paper we introduce several proposed algorithms which use the learning automata to deal with the issues mentioned above, intelligently.
引用
收藏
页码:77 / 84
页数:8
相关论文
共 50 条
  • [41] LACAS: Learning Automata-Based Congestion Avoidance Scheme for Healthcare Wireless Sensor Networks
    Misra, Sudip
    Tiwari, Vivek
    Obaidat, Mohammad S.
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2009, 27 (04) : 466 - 479
  • [42] LA-Mobicast: A learning automata based mobicast routing protocol for wireless sensor networks
    Gholipour, M.
    Meybodi, M. R.
    SENSOR LETTERS, 2008, 6 (02) : 305 - 311
  • [43] A learning automata based scheduling solution to the dynamic point coverage problem in wireless sensor networks
    Esnaashari, M.
    Meybodi, M. R.
    COMPUTER NETWORKS, 2010, 54 (14) : 2410 - 2438
  • [44] Energy Efficient Load Balanced Clustering Algorithm Based on Learning Automata for Wireless Sensor Networks
    Cao, Lizhi
    Chen, Ying
    2013 SIXTH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 1, 2013, : 397 - 401
  • [45] Learning sensor models for wireless sensor networks
    Ertin, Emre
    INTELLIGENT COMPUTING: THEORY AND APPLICATIONS V, 2007, 6560
  • [46] Collaborative Wireless Sensor Networks and Applications
    Zhu, Rongbo
    Ma, Maode
    Zhang, Yan
    Hu, Jiankun
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2015,
  • [47] Wireless Sensor Networks and Applications: a Survey
    Garcia-Hernandez, Carlos F.
    Ibargueengoytia-Gonzalez, Pablo H.
    Garcia-Hernandez, Joaquin
    Perez-Diaz, Jesus A.
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2007, 7 (03): : 264 - 273
  • [48] Wireless Sensor Networks for Biomedical Applications
    Abreu, Carlos
    Mendes, Paulo
    2013 IEEE 3RD PORTUGUESE MEETING IN BIOENGINEERING (ENBENG), 2013,
  • [49] Wireless sensor networks: Applications and challenges
    Alemdar, A.
    Ibnkahla, M.
    2007 9TH INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS, VOLS 1-3, 2007, : 1439 - 1444
  • [50] Applications of Wireless Sensor Networks - A Survey
    Ramson, S. R. Jino
    Moni, D. Jackuline
    2017 INTERNATIONAL CONFERENCE ON INNOVATIONS IN ELECTRICAL, ELECTRONICS, INSTRUMENTATION AND MEDIA TECHNOLOGY (ICIEEIMT), 2017, : 325 - 329