QoE Assessment of FPV Drone Control in a Cloud Gaming Based Simulation

Znanstveni rad - Izvorni znanstveni rad s konferencije (pozvano predavanje)

• Autor: Matko Silic
• Autor: Mirko Suznjevic
• Autor: Lea Skorin-Kapov
• Autorova ustanova: Sveučilište u Zagrebu; Fakultet elektrotehnike i računarstva; (Zavod za telekomunikacije)
• Znanstveno / umjetničko područje, polje i grana: TEHNIČKE ZNANOSTI; Računarstvo; Informacijski sustavi

Sažetak (engleski)

The technology of Unmanned Aerial Vehicles (UAVs), or simply drones, has gained much attention over the past two decades, with a rapid decrease in cost and increase in potential applications such as surveillance, journalism, agriculture, film- making, entertainment, etc. With the growth in the popularity of First-person view (FPV) drone piloting comes the challenge of transmitting control information and streaming video at very low latencies to enable proper real-time control. Due to strict latency requirements, FPV technology stagnated, with analog video transmission currently representing the most common implementation. In this paper, we present our preliminary research directed towards developing a digital alternative to this technology. We report on a user study designed to assess the Quality of Experience (QoE) of an FPV system coupled with a cloud-based drone flight simulator, with the focus being on video quality in ideal network conditions. Obtained results show that video encoding parameters have a significant impact on user perceived QoE. Furthermore, our findings highlight the relevance of simulator sickness in this kind of system.

• Ključne riječi (engleski): Quality of Experience; Unmanned Aerial Vehicles; FPV; Cloud Gaming; Video Streaming; Remote Reality
• Jezik: engleski
• Vrsta publikacije: Znanstveni rad - Izvorni znanstveni rad s konferencije (pozvano predavanje)
• Status objave: Objavljen
• Vrsta recenzije: Recenziran - međunarodna recenzija
• Verzija publikacije: Objavljena verzija rada (izdavačev PDF)
• Naslov zbornika: Proceedings of 2021 13th International Conference on Quality of Multimedia Experience (QoMEX)
• Brojčani podaci: str. 175-180
• p-ISSN: 2372-7179
• e-ISSN: 2472-7814
• DOI: https://doi.org/10.1109/qomex51781.2021.9465385
• URN:NBN: urn:nbn:hr:168:551084
• Datum objave publikacije: 2021
• Projekt: Šifra: IP-2019-04-9793; Naziv (hrvatski): Modeliranje i praćenje iskustvene kvalitete imerzivnih višemedijskih usluga u 5G mrežama; Naziv (engleski): Modeling and Monitoring QoE for Immersive 5G-Enabled Multimedia Services; Kratica: Q-MERSIVE; Voditelj: Lea Skorin-Kapov; Pravna nadležnost: Hrvatska; Financijer: HRZZ; Linija financiranja: IP
• Projekt: Šifra: KK.01.2.1.02.0054; Naziv (hrvatski): Razvoj uređaja za prijenos video signala ultra niske latencije; Kratica: DRUNE; Voditelj: Doc. dr. sc. Daniel Hofman; Pravna nadležnost: Hrvatska; Financijer: EFRR; Linija financiranja: EFRR
• Skup: Naziv: 13th International Conference on Quality of Multimedia Experience; Kratica: QoMEX; Lokacija: Montreal, Kanada; Datum početka: 2021-06-14; Datum završetka: 2021-06-17; Vrsta izlaganja: Pozvano predavanje
• URL dokumenta: http://bib.irb.hr/1186025
• Vrsta resursa: Tekst
• Izdavač: IEEE
• Prava pristupa: Ograničen pristup
• Datum i vrijeme pohrane: 2022-05-16 12:15:02