A Movement-Assisted Deployment of Collaborating Autonomous Sensors for Indoor and Outdoor Environment Monitoring

Ewa Niewiadomska-Szynkiewicz , Andrzej Sikora , Michał Marks

Abstract

Using mobile robots or unmanned vehicles to assist optimal wireless sensors deployment in a working space can significantly enhance the capability to investigate unknown environments. This paper addresses the issues of the application of numerical optimization and computer simulation techniques to on-line calculation of a wireless sensor network topology for monitoring and tracking purposes. We focus on the design of a self-organizing and collaborative mobile network that enables a continuous data transmission to the data sink (base station) and automatically adapts its behavior to changes in the environment to achieve a common goal. The pre-defined and self-configuring approaches to the mobile-based deployment of sensors are compared and discussed. A family of novel algorithms for the optimal placement of mobile wireless devices for permanent monitoring of indoor and outdoor dynamic environments is described. They employ a network connectivity-maintaining mobility model utilizing the concept of the virtual potential function for calculating the motion trajectories of platforms carrying sensors. Their quality and utility have been justified through simulation experiments and are discussed in the final part of the paper.
Author Ewa Niewiadomska-Szynkiewicz IAiIS
Ewa Niewiadomska-Szynkiewicz,,
- The Institute of Control and Computation Engineering
, Andrzej Sikora
Andrzej Sikora,,
-
, Michał Marks
Michał Marks,,
-
Journal seriesSensors, ISSN 1424-8220
Issue year2016
Vol16
No9
Pages1-21
Publication size in sheets1
Keywords in Englishad hoc network; MANET; self-organizing network; mobility model; deployment model
DOIDOI:10.3390/s16091497
URL file:///C:/Users/Beata/Downloads/sensors-16-01497%20(1).pdf
projectDevelopment of methodology of control, decision support and production management. Project leader: Zieliński Cezary, , Phone: 5102, start date 19-05-2015, end date 31-12-2016, 504/02233/1031, Completed
WEiTI Działalność statutowa
Languageen angielski
File
Niewiad i in sensors-16-01497 (1).pdf (file archived - login or check accessibility on faculty) Niewiad i in sensors-16-01497 (1).pdf 2.33 MB
Score (nominal)30
ScoreMinisterial score = 30.0, 27-03-2017, ArticleFromJournal
Ministerial score (2013-2016) = 30.0, 27-03-2017, ArticleFromJournal
Publication indicators WoS Impact Factor: 2016 = 2.677 (2) - 2016=2.964 (5)
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* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.
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