A QOS Routing Algorithm Based on DPSO for Wireless Sensor Networks in Indoor Environment

被引:0
|
作者
Yi Jun [1 ]
Huang He
Li Taifu [1 ]
机构
[1] Chongqing Univ Sci & Technol, Dept Elect & Informat Engn, Chongqing 401331, Peoples R China
关键词
Wireless Sensor Network; Routing Algorithm; Quality Of Service; Discrete Particle Swarm Optimization; Indoor Environment; INFORMATION;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Adaptive QOS routing algorithm (DAQR) based on discrete particle swarm algorithm for wireless sensor networks is proposed to solve the problem that the existing QOS routing algorithms can't take count into both adaptive ability and network energy consumption in room environment. In the work, different QOS parameters are defined as different optimization objects on the research basis of AIRE and WAIER. The QOS routing setup process is abstracted to multi-objective optimization process. It works out multi-objective optimization strategy about routing based on classic particle swarm algorithm, genetic algorithm and niche algorithm. Simulation results prove that DAQR can effectively adapt to the change of environment, and show better expandability when network scale expands.
引用
收藏
页码:4963 / 4967
页数:5
相关论文
共 10 条
  • [1] Afshinmanesh F, 2005, EUROCON 2005: THE INTERNATIONAL CONFERENCE ON COMPUTER AS A TOOL, VOL 1 AND 2 , PROCEEDINGS, P217
  • [2] Akkaya K, 2003, 23RD INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS WORKSHOPS, P710
  • [3] [Anonymous], 2004, DISCRETE PARTICLE SW
  • [4] Braginsky D., 2002, P 1 ACM INT WORKSH W, P22, DOI DOI 10.1145/570738.570742
  • [5] Deb B, 2003, C LOCAL COMPUT NETW, P406
  • [6] MMSPEED: Multipath multi-SPEED protocol for QoS guarantee of reliability and timeliness in wireless sensor networks
    Felemban, E
    Lee, CG
    Ekici, E
    [J]. IEEE TRANSACTIONS ON MOBILE COMPUTING, 2006, 5 (06) : 738 - 754
  • [7] Characterization of the angle, delay and polarization of multipath signals for indoor environments
    Gurrieri, Luis E.
    Willink, Tricia J.
    Petosa, Aldo
    Noghanian, Sima
    [J]. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2008, 56 (08) : 2710 - 2719
  • [8] Negotiation-based protocols for disseminating information in wireless sensor networks
    Kulik, J
    Heinzelman, W
    Balakrishnan, H
    [J]. WIRELESS NETWORKS, 2002, 8 (2-3) : 169 - 185
  • [9] Ladha C., 2007, The IEEE International Conference on Mobile Ad-hoc and Sensor Systems, P1
  • [10] Lee Cheol-Gyun, 2002, IEEE T MAGN, V35, P1722