DocumentCode
2926010
Title
Using Autonomous Mobile Agents for Efficient Data Collection in Sensor Networks
Author
Black, Timothy ; Mak, Vicky ; Pathirana, Pubudu N. ; Nahavandi, Saeid
Author_Institution
Deakin Univ., Geelong
fYear
2006
fDate
24-26 July 2006
Firstpage
1
Lastpage
6
Abstract
Sensor networks are emerging as the new frontier in sensing technology, however there are still issues that need to be addressed. Two such issues are data collection and energy conservation. We consider a mobile robot, or a mobile agent, traveling the network collecting information from the sensors themselves before their onboard memory storage buffers are full. A novel algorithm is presented that is an adaptation of a local search algorithm for a special case of the Asymmetric Traveling Salesman Problem with Time-windows (ATSPTW) for solving the dynamic scheduling problem of what nodes are to be visited so that the information collected is not lost. Our algorithms are given and compared to other work.
Keywords
mobile robots; travelling salesman problems; wireless sensor networks; asymmetric traveling salesman problem; autonomous mobile agents; dynamic scheduling problem; efficient data collection; energy conservation; local search algorithm; mobile agent; mobile robot; onboard memory storage buffers; sensor networks; Base stations; Buffer storage; Dynamic scheduling; Mobile agents; Mobile robots; Robot kinematics; Robot sensing systems; Scheduling algorithm; Traveling salesman problems; Wireless sensor networks; ATSPTW; Fuzzy Logic; Local Search; Mobility; Robotics; Sensor Networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Automation Congress, 2006. WAC '06. World
Conference_Location
Budapest
Print_ISBN
1-889335-33-9
Type
conf
DOI
10.1109/WAC.2006.376001
Filename
4259917
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