Pregled bibliografske jedinice broj: 391751
Experimental comparison of sonar based occupancy grid mapping methods
Experimental comparison of sonar based occupancy grid mapping methods // AUTOMATIKA: Journal for Control, Measurement, Electronics, Computing and Communications, 50 (2009), 1-2; 65-79 (međunarodna recenzija, članak, znanstveni)
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Naslov
Experimental comparison of sonar based occupancy grid mapping methods
Autori
Ivanjko, Edouard ; Petrović, Ivan ; Brezak, Mišel
Izvornik
AUTOMATIKA: Journal for Control, Measurement, Electronics, Computing and Communications (0005-1144) 50
(2009), 1-2;
65-79
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni
Ključne riječi
occupancy grid mapping ; mobile robot ; Bayesian map ; Demspter-Shafer map ; Fuzzy map ; Borenstein map ; MURIEL map ; TBF map ; sonar
Sažetak
For successful usage of mobile robots in human working areas several navigation problems have to be solved. One of the navigational problems is the creation and update of the model or map of a mobile robot working environment. This article describes most used types of the occupancy grid maps based sonar range readings. These maps are: (i) Bayesian map, (ii) Dempster-Shafer map, (iii) Fuzzy map, (iv) Borenstein map, (v) MURIEL map, and (vi) TBF map. Besides the maps description, a memory consumption and computation time comparison is done. Simulation validation is done using the AMORsim mobile robot simulator for Matlab and experimental validation is done using a Pioneer 3DX mobile robot. Obtained results are presented and compared regarding resulting map quality.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika, Računarstvo, Temeljne tehničke znanosti
POVEZANOST RADA
Projekti:
036-0361621-3012 - Napredne strategije upravljanja i estimacije u složenim sustavima (Perić, Nedjeljko, MZO ) ( CroRIS)
036-0363078-3018 - Upravljanje mobilnim robotima i vozilima u nepoznatim i dinamičkim okruženjima (Petrović, Ivan, MZO ) ( CroRIS)
Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb
Citiraj ovu publikaciju:
Časopis indeksira:
- Web of Science Core Collection (WoSCC)
- Science Citation Index Expanded (SCI-EXP)
- SCI-EXP, SSCI i/ili A&HCI
- Scopus
Uključenost u ostale bibliografske baze podataka::
- INSPEC
- Science Citation Index Expanded