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Pregled bibliografske jedinice broj: 1117164

Effective Area Coverage of 2D and 3D Environments With Directional and Isotropic Sensors


Sušanj, Diego; Pinčić, Domagoj; Lenac, Kristijan
Effective Area Coverage of 2D and 3D Environments With Directional and Isotropic Sensors // IEEE Access, 8 (2020), 185595-185608 doi:10.1109/access.2020.3029618 (međunarodna recenzija, članak, znanstveni)


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Naslov
Effective Area Coverage of 2D and 3D Environments With Directional and Isotropic Sensors

Autori
Sušanj, Diego ; Pinčić, Domagoj ; Lenac, Kristijan

Izvornik
IEEE Access (2169-3536) 8 (2020); 185595-185608

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
Sensor placement ; sensor models ; genetic algorithms

Sažetak
The problem of finding the optimal deployment of sensors is becoming increasingly important with the growing expansion of the Internet of Things paradigm and increased usage of sensor networks in different applications. During the installation of sensor networks, sensor placement directly affects the performance of the system. The general problem of determining the position and orientation of the sensors with the goal of optimal coverage of a given environment is NP-hard. In this manuscript, an effective stochastic method for the placement of sensors in arbitrarily given two-dimensional and three-dimensional environments is proposed. The method uses models of generic isotropic and directional sensors with the defined probabilistic coverage. The optimization function combining the environment and sensor models based on the area coverage metric is proposed. Three optimization algorithms are compared with regard to obtained coverage score, execution time, and reliability, and the results are presented and discussed.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekti:
KK.01.1.1.01.0009 - Napredne metode i tehnologije u znanosti o podatcima i kooperativnim sustavima (EK )
NadSve-Sveučilište u Rijeci-uniri-tehnic-18-295 - Ugradbeni sustavi za 3D percepciju (Lenac, Kristijan, NadSve ) ( CroRIS)

Ustanove:
Tehnički fakultet, Rijeka

Profili:

Avatar Url Domagoj Pinčić (autor)

Avatar Url Diego Sušanj (autor)

Avatar Url Kristijan Lenac (autor)

Poveznice na cjeloviti tekst rada:

doi

Citiraj ovu publikaciju:

Sušanj, Diego; Pinčić, Domagoj; Lenac, Kristijan
Effective Area Coverage of 2D and 3D Environments With Directional and Isotropic Sensors // IEEE Access, 8 (2020), 185595-185608 doi:10.1109/access.2020.3029618 (međunarodna recenzija, članak, znanstveni)
Sušanj, D., Pinčić, D. & Lenac, K. (2020) Effective Area Coverage of 2D and 3D Environments With Directional and Isotropic Sensors. IEEE Access, 8, 185595-185608 doi:10.1109/access.2020.3029618.
@article{article, author = {Su\v{s}anj, Diego and Pin\v{c}i\'{c}, Domagoj and Lenac, Kristijan}, year = {2020}, pages = {185595-185608}, DOI = {10.1109/access.2020.3029618}, keywords = {Sensor placement, sensor models, genetic algorithms}, journal = {IEEE Access}, doi = {10.1109/access.2020.3029618}, volume = {8}, issn = {2169-3536}, title = {Effective Area Coverage of 2D and 3D Environments With Directional and Isotropic Sensors}, keyword = {Sensor placement, sensor models, genetic algorithms} }
@article{article, author = {Su\v{s}anj, Diego and Pin\v{c}i\'{c}, Domagoj and Lenac, Kristijan}, year = {2020}, pages = {185595-185608}, DOI = {10.1109/access.2020.3029618}, keywords = {Sensor placement, sensor models, genetic algorithms}, journal = {IEEE Access}, doi = {10.1109/access.2020.3029618}, volume = {8}, issn = {2169-3536}, title = {Effective Area Coverage of 2D and 3D Environments With Directional and Isotropic Sensors}, keyword = {Sensor placement, sensor models, genetic algorithms} }

Časopis indeksira:


  • Current Contents Connect (CCC)
  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus


Citati:





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