Using autonomous mobile agents for efficient data collection in sensor networks


Autoria(s): Black, Timothy; Mak, Vicky; Pathirana, Pubudu; Nahavandi, Saeid
Contribuinte(s)

[Unknown]

Data(s)

01/01/2006

Resumo

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.<br />

Identificador

http://hdl.handle.net/10536/DRO/DU:30006120

Idioma(s)

eng

Publicador

IEEE

Relação

http://dro.deakin.edu.au/eserv/DU:30006120/nahavandi-usingautonomous-2006.pdf

http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=4259917

Direitos

2006, World Automation Congress

Palavras-Chave #sensor networks #mobility #local search #ATSPTW #fuzzy logic #robotics
Tipo

Conference Paper