DocumentCode :
635560
Title :
A bio-inspired distributed approach for searching underwater acoustic source using a team of AUVs
Author :
Shaukat, Mansoor ; Chitre, Mandar ; Sim Heng Ong
Author_Institution :
NUS Grad. Sch. for Integrative Sci. & Eng., Nat. Univ. of Singapore, Singapore, Singapore
fYear :
2013
fDate :
10-14 June 2013
Firstpage :
1
Lastpage :
10
Abstract :
We present a bio-inspired distributed algorithm which is a fusion of two distinct animal behaviours to solve three different underwater search missions. One of the two constituent control modules is called target-drive which models the hypothesized behaviour of a fish-larva searching for a coral reef using acoustic cues. Target-drive helps a single Autonomous Underwater Vehicle (AUV) to adjust its heading towards the acoustic source. The other control module called group-cohesion, mimics movements of a golden shiner (Notemigonus crysoleucas) in a school of fish. The proposed approach only relies on implicit communication and achieves target convergence only by assuming a single on-board hydrophone and location estimate of AUV´s neighbours. The effects of varying key parameters such as group-size and neighbourhood-radius on convergence times have been thoroughly investigated. We present a preliminary analysis of the algorithm´s performance which shows promise in solving problems employing small teams of AUVs in terms of convergence times and non-existent inter-agent communication.
Keywords :
acoustic signal processing; autonomous underwater vehicles; convergence; distributed algorithms; hydrophones; multi-robot systems; oceanographic techniques; underwater sound; AUV team; Notemigonus crysoleucas; acoustic cues; animal behaviours; autonomous underwater vehicle; bio-inspired distributed algorithm; control modules; convergence times; coral reef; fish school; fish-larva searching; golden shiner movements; group-cohesion; group-size; hypothesized behaviour; location estimate; neighbourhood-radius; nonexistent inter-agent communication; single on-board hydrophone; target convergence; target-drive; underwater acoustic source searching; underwater search missions; Convergence; Educational institutions; Force; Robots; Sensors; Underwater acoustics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
OCEANS - Bergen, 2013 MTS/IEEE
Conference_Location :
Bergen
Print_ISBN :
978-1-4799-0000-8
Type :
conf
DOI :
10.1109/OCEANS-Bergen.2013.6607954
Filename :
6607954
Link To Document :
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