TY - JOUR
T1 - A localization algorithm for wireless sensor networks with asymmetric links
AU - Zhang, Yaming
AU - Shi, Haoshan
AU - Liu, Yan
AU - Cheng, Wei
PY - 2014/3
Y1 - 2014/3
N2 - For conquering the problem of poor locating performance by using DV-Hop algorithm in the complex environment with asymmetric links. Several approaches were put forwarded in this paper. Firstly, a neighbor nodes mining method is used for ensure the accurate identification of adjacent nodes. Secondly, the minimum hop-count mechanism is used for calculate the real hop count between nodes. Thirdly, a new method of computing average hop-size is adopted to reduce its error. And then, a novel method of solving a system of equations is presented to estimation the initial location of unknown node. Finally, a coordinate calibration technology is used to further improve the positioning accuracy. Simulation results show that, the improved algorithm can effectively avoid the influence of asymmetric links, significantly improve the positioning accuracy and reduce the cost of network.
AB - For conquering the problem of poor locating performance by using DV-Hop algorithm in the complex environment with asymmetric links. Several approaches were put forwarded in this paper. Firstly, a neighbor nodes mining method is used for ensure the accurate identification of adjacent nodes. Secondly, the minimum hop-count mechanism is used for calculate the real hop count between nodes. Thirdly, a new method of computing average hop-size is adopted to reduce its error. And then, a novel method of solving a system of equations is presented to estimation the initial location of unknown node. Finally, a coordinate calibration technology is used to further improve the positioning accuracy. Simulation results show that, the improved algorithm can effectively avoid the influence of asymmetric links, significantly improve the positioning accuracy and reduce the cost of network.
KW - Asymmetric links
KW - DV-Hop algorithm
KW - Localization
KW - Wireless sensor networks (WSNs)
UR - http://www.scopus.com/inward/record.url?scp=84900474702&partnerID=8YFLogxK
U2 - 10.3969/j.issn.1004-1699.2014.03.009
DO - 10.3969/j.issn.1004-1699.2014.03.009
M3 - 文章
AN - SCOPUS:84900474702
SN - 1004-1699
VL - 27
SP - 320
EP - 326
JO - Chinese Journal of Sensors and Actuators
JF - Chinese Journal of Sensors and Actuators
IS - 3
ER -