Research on RSSI–based localization system in the wireless sensor network

被引:0
|
作者
Liu, Hui [1 ]
机构
[1] School of computer and Information Science, Hunan Institute of Technology, Hengyang, Hunan, China
来源
关键词
Fuzzy identification systems - Fuzzy inference systems - Indoor environment - Localization - Localization system - Research achievements - RSSI - System integration;
D O I
10.2174/1874444301406011139
中图分类号
学科分类号
摘要
Due to the rapid development in wireless sensor networks, the applications of the WSN have been extended to different environment and achieved a more diversified purpose. AS for the localization system, there are many related research achievements. A set of localization system is built through the system integration between the small-scale wireless hardware sensor and the wireless sensor platform, through the use of the RSSI and the integration of the fuzzy inference system. The blind nodes are experimented in the indoor environment so that the system’s efficiency can be verified. The system is implemented in the 8 meters multiplying 8 meters indoor space which is divided into 16 sections. Then 4 anchor nodes are placed in the corners and the fuzzy identification system is built for the nodes’ RSSI signal in the blocks. Later, the localization test is implemented in the random positions within the blocks. The experimental results show that the localization system accuracy rate is more than 80% and can successfully reach the preliminary localization system. © Hui Liu.
引用
收藏
页码:1139 / 1146
相关论文
共 50 条
  • [31] RSSI-based geometric localization in wireless sensor networks
    Achroufene, Achour
    JOURNAL OF SUPERCOMPUTING, 2023, 79 (05): : 5615 - 5642
  • [32] AN ADAPTIVE LOCALIZATION ALGORITHM BASED ON RSSI IN WIRELESS SENSOR NETWORKS
    Zhang, Haihui
    Zhang, Jiaming
    Wu, Huarui
    2012 IEEE 2ND INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND INTELLIGENT SYSTEMS (CCIS) VOLS 1-3, 2012, : 1133 - 1136
  • [33] Connectivity and RSSI based localization scheme for wireless sensor networks
    Shen, XF
    Wang, Z
    Jiang, P
    Lin, RZ
    Sun, YX
    ADVANCES IN INTELLIGENT COMPUTING, PT 2, PROCEEDINGS, 2005, 3645 : 578 - 587
  • [34] Based on RSSI ranging technology for DV-Hop Localization Algorithm of Wireless Sensor Network
    Zhong, Yang-jun
    SMART MATERIALS AND INTELLIGENT SYSTEMS, 2012, 442 : 360 - 365
  • [35] Multi-barycenter Nodes Localization Method in Wireless Sensor Network Based on Improved RSSI
    Fu S.
    Lou W.
    Wang J.
    Ji T.
    Liu W.
    Journal of Beijing Institute of Technology (English Edition), 2021, 30 : 210 - 217
  • [36] Research of Target Localization Algorithms Based on Wireless Sensor Network
    (Air Force Radar Academy)CHEN Xiang-ping FANG Li
    微计算机信息, 2009, 25 (04) : 142 - 144
  • [37] Human Body Detection of Wireless Sensor Network Based on RSSI
    Wang, Haijing
    Wang, Wei
    Zhang, Huanshui
    26TH CHINESE CONTROL AND DECISION CONFERENCE (2014 CCDC), 2014, : 4879 - 4884
  • [38] Fuzzy Distance Measuring Based on RSSI in Wireless Sensor Network
    Feng, Xiufang
    Gao, Zhanqiang
    Yang, Mian
    Xiong, Shibo
    2008 3RD INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEM AND KNOWLEDGE ENGINEERING, VOLS 1 AND 2, 2008, : 395 - 400
  • [39] A sorted RSSI quantization based algorithm for sensor network localization
    Li, XL
    Shi, HC
    Shang, Y
    11TH INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED SYSTEMS, VOL I, PROCEEDINGS, 2005, : 557 - 563
  • [40] Adaptive RSSI-based localization scheme for wireless sensor networks
    Wail Mardini
    Yaser Khamayseh
    Abdalrhman Abdalkareem Almodawar
    Ehab Elmallah
    Peer-to-Peer Networking and Applications, 2016, 9 : 991 - 1004