Pregled bibliografske jedinice broj: 1117164
Effective Area Coverage of 2D and 3D Environments With Directional and Isotropic Sensors
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)
CROSBI ID: 1117164 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
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
Citiraj ovu publikaciju:
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