Energy-optimal data collection and communication using a group of UUVs

Serdar Erkan, Mahmut Kandemir, Gary Giger, S. Daniel Lovell

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

There has been a growing interest to incorporate Unmanned Underwater Vehicles (UUVs) in various military applications. UUVs can be easily deployed in an area of interest such as offshore fleet operating regions and littoral penetration zones to collect critical data. In many military scenarios, collected sensor data have to be transmitted to a host station which could be a land base station, a host surface ship, a communication relay aircraft or a satellite. Since these types of missions require considerable on-station time, it is very important to perform them in an energy-optimal manner. This paper proposes a novel approach that minimizes energy consumption in collecting and communicating sensor data using a group of UUVs. Specifically, our approach determines the optimal mix of communication and vehicle repositioning for a given spatial configuration of UUVs and the location of the base station they must relay their information to. Our goal is to minimize total energy consumption which includes energies spent in underwater communications among the UUVs, the propulsions of the UUVs required to achieve communications and the RF communications conducted by surfacing UUVs to send the sensor data. Integer Linear Programming (ILP) is used to formulate the problem and solve it optimally under performance constraints. Our experiments show that the proposed approach is very effective in reducing energy consumption required for communication activities and the solution times experienced are not excessive.

Original languageEnglish (US)
Title of host publicationRegarding the "Intelligence" in Distributed Intelligent Systems - Papers from the AAAI Fall Symposium, Technical Report
Pages59-64
Number of pages6
StatePublished - Dec 1 2007
Event2007 AAAI Fall Symposium - Arlington, VA, United States
Duration: Nov 9 2007Nov 11 2007

Publication series

NameAAAI Fall Symposium - Technical Report
VolumeFS-07-06

Other

Other2007 AAAI Fall Symposium
CountryUnited States
CityArlington, VA
Period11/9/0711/11/07

Fingerprint

Communication
Energy utilization
Base stations
Sensors
Hard facing
Military applications
Unmanned underwater vehicles
Linear programming
Propulsion
Ships
Aircraft
Satellites
Experiments

All Science Journal Classification (ASJC) codes

  • Engineering(all)

Cite this

Erkan, S., Kandemir, M., Giger, G., & Lovell, S. D. (2007). Energy-optimal data collection and communication using a group of UUVs. In Regarding the "Intelligence" in Distributed Intelligent Systems - Papers from the AAAI Fall Symposium, Technical Report (pp. 59-64). (AAAI Fall Symposium - Technical Report; Vol. FS-07-06).
Erkan, Serdar ; Kandemir, Mahmut ; Giger, Gary ; Lovell, S. Daniel. / Energy-optimal data collection and communication using a group of UUVs. Regarding the "Intelligence" in Distributed Intelligent Systems - Papers from the AAAI Fall Symposium, Technical Report. 2007. pp. 59-64 (AAAI Fall Symposium - Technical Report).
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Erkan, S, Kandemir, M, Giger, G & Lovell, SD 2007, Energy-optimal data collection and communication using a group of UUVs. in Regarding the "Intelligence" in Distributed Intelligent Systems - Papers from the AAAI Fall Symposium, Technical Report. AAAI Fall Symposium - Technical Report, vol. FS-07-06, pp. 59-64, 2007 AAAI Fall Symposium, Arlington, VA, United States, 11/9/07.

Energy-optimal data collection and communication using a group of UUVs. / Erkan, Serdar; Kandemir, Mahmut; Giger, Gary; Lovell, S. Daniel.

Regarding the "Intelligence" in Distributed Intelligent Systems - Papers from the AAAI Fall Symposium, Technical Report. 2007. p. 59-64 (AAAI Fall Symposium - Technical Report; Vol. FS-07-06).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Erkan S, Kandemir M, Giger G, Lovell SD. Energy-optimal data collection and communication using a group of UUVs. In Regarding the "Intelligence" in Distributed Intelligent Systems - Papers from the AAAI Fall Symposium, Technical Report. 2007. p. 59-64. (AAAI Fall Symposium - Technical Report).