Signal strength based indoor and outdoor localization scheme in Zigbee sensor networks

被引:0
|
作者
Kuo, Wen-Hsing [1 ]
Chen, Yung-Sheng [1 ]
Cheng, Kui-Tai [1 ]
Lu, Tai-Wei [1 ]
机构
[1] Department of Electrical Engineering, Yuan Ze University, Chungli,320, Taiwan
关键词
Localization - Location finger printings - Outdoor localizations - Positioning - Positioning algorithms - Signal strengths - Transmission protocols - Zigbee sensor networks;
D O I
暂无
中图分类号
学科分类号
摘要
Positioning schemes in sensor networks are presented in this study. A framework monitoring the signal strength based on the transmission protocol AODV and the placement of Zigbees is established and used in sensor node positioning. To treat indoor and outdoor environments, two positioning schemes are presented accordingly. The indoor scheme clusters the localization zone into several subzones based on the strongest received signal, whereas the outdoor scheme adopts the estimated distance to determine the most possible position of the sensed node. Unlike existing studies, our methods do not need any location fingerprinting process in advance or location database. One-floor and multi-floor environment for indoor positioning cases are examined, where the accuracies of different node placements are studied. Two positioning algorithms used in outdoor cases are investigated, where field tests are conducted to evaluate the performance. Results show that the proposed methods can achieve good accuracy in both indoor and outdoor environments.
引用
收藏
页码:55 / 64
相关论文
共 50 条
  • [1] A Node Localization Scheme for Zigbee-based Sensor Networks
    Navarro-Alvarez, Ernesto
    Siller, Mario
    2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9, 2009, : 728 - 733
  • [2] Visualization of Wireless Sensor Networks using Zigbee's Received Signal Strength Indicator (RSSI) for Indoor Localization and Tracking
    Salim, Flora
    Williams, Mani
    Sony, Nishant
    Dela Pena, Mars
    Petrov, Yury
    Saad, Abdelsalam Ahmed
    Wu, Bo
    2014 IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS WORKSHOPS (PERCOM WORKSHOPS), 2014, : 575 - 580
  • [3] RSSI Based Trilatertion for Outdoor Localization in Zigbee based Wireless Sensor Networks (WSNs)
    Arif, Syed A.
    Niaz, Muhammad H.
    Shabbir, Noman
    Zafar, Muhammad H.
    Hassan, Syed R.
    Rehman, Ateeq Ur
    2018 10TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS (CICN 2018), 2018, : 1 - 5
  • [4] A cooperative localization scheme for zigbee-based wireless sensor networks
    Chen, Wenping
    Meng, Xiaofeng
    ICON: 2006 IEEE INTERNATIONAL CONFERENCE ON NETWORKS, VOLS 1 AND 2, PROCEEDINGS: NETWORKING -CHALLENGES AND FRONTIERS, 2006, : 326 - +
  • [5] Sensor models and localization algorithms for sensor networks based on received signal strength
    Fredrik Gustafsson
    Fredrik Gunnarsson
    David Lindgren
    EURASIP Journal on Wireless Communications and Networking, 2012
  • [6] Sensor models and localization algorithms for sensor networks based on received signal strength
    Gustafsson, Fredrik
    Gunnarsson, Fredrik
    Lindgren, David
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2012,
  • [7] Fully Connected Neural Networks Ensemble with Signal Strength Clustering for Indoor Localization in Wireless Sensor Networks
    Bernas, Marcin
    Placzek, Bartlomiej
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2015,
  • [8] Study of Received Signal Strength Indication in ZigBee Location Cluster for Indoor Localization
    Kaemarungsi, Kamol
    Ranron, Rachasak
    Pongsoon, Prasit
    2013 10TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING/ELECTRONICS, COMPUTER, TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY (ECTI-CON), 2013,
  • [9] Accurate Indoor Localization for ZigBee Networks
    Ulusar, Umit Deniz
    Celik, Gurkan
    Turk, Erdinc
    Al-Turjman, Fadi
    Guvenc, Halil
    2018 3RD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENGINEERING (UBMK), 2018, : 514 - 517
  • [10] RSSI-Based Indoor Localization and Identification for ZigBee Wireless Sensor Networks in Smart Homes
    Bianchi, Valentina
    Ciampolini, Paolo
    De Munari, Ilaria
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2019, 68 (02) : 566 - 575