Title :
Cooperative Search and Survey Using Autonomous Underwater Vehicles (AUVs)
Author :
Yoon, Seokhoon ; Qiao, Chunming
Author_Institution :
Dept. of Comput. Sci. & Eng., State Univ. of New York (SUNY) at Buffalo, Buffalo, NY, USA
fDate :
3/1/2011 12:00:00 AM
Abstract :
In this work, we study algorithms for cooperative search and survey using a fleet of Autonomous Underwater Vehicles (AUVs). Due to the limited energy, communication range/bandwidth, and sensing range of the AUVs, underwater search and survey with multiple AUVs brings about several new challenges since a large amount of data needs to be collected by each AUV, and any AUV may fail unexpectedly. To address the challenges and meet our objectives of minimizing the total survey time and traveled distance of AUVs, we propose a cooperative rendezvous scheme called Synchronization-Based Survey (SBS) to facilitate cooperation among a large number of AUVs when surveying a large area. In SBS, AUVs form an intermittently connected network (ICN) in that they periodically meet each other for data aggregation, control signal dissemination, and AUV failure detection/recovery. Numerical analysis and simulations have been performed to compare the performance of three variants of SBS schemes, namely, Alternating Column Synchronization (ACS), Strict Line Synchronization (SLS), and X Synchronization (XS). The results show that XS can outperform other SBS schemes in terms of the survey time and the traveled distance of AUVs. We also compare XS with nonsynchronization-based survey and the lower bound on the survey time and traveled distance. The results show that XS achieves a close to optimal performance.
Keywords :
failure analysis; mobile robots; multi-robot systems; numerical analysis; remotely operated vehicles; synchronisation; underwater vehicles; AUV failure detection; AUV failure recovery; X synchronization; alternating column synchronization; autonomous underwater vehicles; control signal dissemination; cooperative search and survey; data aggregation; intermittently connected network; multiple AUV; numerical analysis; numerical simulations; strict line synchronization; synchronization-based survey; underwater searching; underwater surveying; Mobile sensor networks; autonomous vehicles.; search and survey;
Journal_Title :
Parallel and Distributed Systems, IEEE Transactions on
DOI :
10.1109/TPDS.2010.88