Enhanced deployment algorithms for heterogeneous directional mobile sensors in a bounded monitoring area

Ting-Yu Lin, Hendro Agus Santoso, Kun Ru Wu, Gui Liu Wang

Research output: Contribution to journalArticlepeer-review

31 Scopus citations

Abstract

Good deployment of sensors empowers the network with effective monitoring ability. Different from omnidirectional sensors, the coverage region of a directional sensor is determined by not only the sensing radius (distance), but also its sensing orientation and spread angle. Heterogeneous sensing distances and spread angles are likely to exist among directional sensors, to which we refer as heterogeneous directional sensors. In this paper, we target on a bounded monitoring area and deal with heterogeneous directional sensors equipped with locomotion and rotation facilities to enable the sensors self-deployment. Two Enhanced Deployment A lgorithms, EDA-I and EDA-II, are proposed to achieve high sensing coverage ratio in the monitored field. EDA-I leverages the concept of virtual forces (for sensors movements) and virtual boundary torques (for sensors rotations), whereas EDA-II combines Voronoi diagram directed movements and boundary torques guided rotations. EDA-I computations can be centralized or distributed that differ in required energy and execution time, whereas EDA-II only allows centralized calculations. Our EDA-II outperforms EDA-I in centralized operations, while EDA-I can be adapted into a distributed deployment algorithm without requiring global information and still achieves comparably good coverage performance to its centralized version. To the best of our knowledge, this is perhaps the first work to employ movements followed by rotations for sensors self-deployment. Performance results demonstrate that our enhanced deployment mechanisms are capable of providing desirable surveillance level, while consuming moderate moving and rotating energy under reasonable execution time.

Original languageEnglish
Article number7465844
Pages (from-to)744-758
Number of pages15
JournalIEEE Transactions on Mobile Computing
Volume16
Issue number3
DOIs
StatePublished - 1 Mar 2017

Keywords

  • Directional sensors deployment
  • sensing coverage
  • virtual boundary torques
  • wireless sensor network

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