TY - JOUR
T1 - Improvements of Multihop Localization Algorithm for Wireless Sensor Networks
AU - Wang, Zhaoyang
AU - Zhang, Baihai
AU - Wang, Xiaoyi
AU - Jin, Xuebo
AU - Bai, Yuting
N1 - Publisher Copyright:
© 2007-2012 IEEE.
PY - 2019/3
Y1 - 2019/3
N2 - In emerging sensor network applications, localization requirement of applications and availability needs feasible algorithm with lower cost and higher accuracy. To localize the wireless sensor networks nodes accurately, we propose error-compensation based node distance estimation, which benefits from joint exploitation, at no cost, of the information provided by the adjacent areas and nodes. Under the given limitation, the localization problem is transformed into total least squares with inequality constraints (ICTLS) model with three estimated parameters, and the problem is solved by iteration of inequality constraints errors in variables. Simulation results show that the performance of our proposed algorithm is superior to DV-Hop algorithm and other improved algorithms in all considered scenarios.
AB - In emerging sensor network applications, localization requirement of applications and availability needs feasible algorithm with lower cost and higher accuracy. To localize the wireless sensor networks nodes accurately, we propose error-compensation based node distance estimation, which benefits from joint exploitation, at no cost, of the information provided by the adjacent areas and nodes. Under the given limitation, the localization problem is transformed into total least squares with inequality constraints (ICTLS) model with three estimated parameters, and the problem is solved by iteration of inequality constraints errors in variables. Simulation results show that the performance of our proposed algorithm is superior to DV-Hop algorithm and other improved algorithms in all considered scenarios.
KW - Error compensation
KW - multihop (MH) localization
KW - total least squares with inequality constraints (ICTLS)
KW - wireless sensor networks (WSNs)
UR - https://www.scopus.com/pages/publications/85050234232
U2 - 10.1109/JSYST.2018.2851782
DO - 10.1109/JSYST.2018.2851782
M3 - Article
AN - SCOPUS:85050234232
SN - 1932-8184
VL - 13
SP - 365
EP - 376
JO - IEEE Systems Journal
JF - IEEE Systems Journal
IS - 1
M1 - 8412218
ER -