Title :
Cooperative localization with communication delays for MAUVs
Author :
Yao, Yao ; Xu, Demin ; Yan, Weisheng
Author_Institution :
Coll. of Marine Eng., Northwestern Polytech. Univ., Xi´´an, China
Abstract :
In this paper, we consider the problem of cooperative localization (CL) with communication delays for multiple autonomous underwater vehicles(MAUVs). Localization is a crucial cycle for long range navigation of MAUVs. In the leader-follower cooperative structure, one master AUV is equipped with high precision navigation system, and several slaver AUVs are equipped with low precision navigation system. To sharing information, inter-vehicle communication is becoming an important requirement for cooperative localization. However, due to the terrible underwater environment, acoustic communication is still a difficult challenge for AUVs until now. Taking into account the communication delays, a delayed extended Kalman filter (DEKF) for cooperative localization is designed, where the delayed messages were converted to current after some useful transformations. At the end of this paper, simulation results are provided to prove the superiority and practicality of the proposed DEKF algorithm.
Keywords :
Kalman filters; mobile robots; multi-robot systems; navigation; nonlinear filters; underwater acoustic communication; underwater vehicles; acoustic communication; communication delays; cooperative localization; delayed extended Kalman filter; high precision navigation system; intervehicle communication; leader-follower cooperative structure; long range navigation; low precision navigation system; multiple autonomous underwater vehicles; Acoustic measurements; Automotive engineering; Delay; Educational institutions; Global Positioning System; Master-slave; Mobile robots; Navigation; Underwater acoustics; Underwater communication;
Conference_Titel :
Intelligent Computing and Intelligent Systems, 2009. ICIS 2009. IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-4754-1
Electronic_ISBN :
978-1-4244-4738-1
DOI :
10.1109/ICICISYS.2009.5357852