Fluctuations of end-to-end delays in low-latency WebRTC-based UAV-borne internet of things operating in an urban environment

Smart cities, first proposed in the early 1990s, continue to face new opportunities, such as the prevalence of UAVs, and new challenges, such as the need to provide hard real-time communications with UAVs with delays of sub-10-milliseconds and little jitter or even no jitter. Although existing highly reliable, low-latency wireless networks are capable of meeting these challenges, there is a general agreement that classical transport protocols cannot effectively meet such stringent requirements. This paper investigates UAV-borne WebRTC-based IoT for its ability to provide low jitter in an outdoor, highly reliable network environment. The results of field experiments conducted under various network conditions show that WebRTC was able to ensure little fluctuation of end-to-end delays. Moreover, in the case of error-free transmissions, fluctuations were so small that jitter, expressed in milliseconds, was close to zero. The significant advantage of the WebRTC Data Channel over the classic web logical channel, i.e. WebSocket, in terms of jitter was also demonstrated.

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Publication Details

Journal
Scientific Reports
Published
2026-02-26
DOI
https://doi.org/10.1038/s41598-026-41558-4
Primary Topic
UAV Applications and Optimization
Type
article
Field-Weighted Citation Impact
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article

Fluctuations of end-to-end delays in low-latency WebRTC-based UAV-borne internet of things operating in an urban environment

Agnieszka Chodorek, Paweł Sitek, Robert R. Chodorek
Scientific Reports
UAV Applications and Optimization
article

Fluctuations of end-to-end delays in low-latency WebRTC-based UAV-borne internet of things operating in an urban environment

Agnieszka Chodorek, Paweł Sitek, Robert R. Chodorek
article en

Abstract

Smart cities, first proposed in the early 1990s, continue to face new opportunities, such as the prevalence of UAVs, and new challenges, such as the need to provide hard real-time communications with UAVs with delays of sub-10-milliseconds and little jitter or even no jitter. Although existing highly reliable, low-latency wireless networks are capable of meeting these challenges, there is a general agreement that classical transport protocols cannot effectively meet such stringent requirements. This paper investigates UAV-borne WebRTC-based IoT for its ability to provide low jitter in an outdoor, highly reliable network environment. The results of field experiments conducted under various network conditions show that WebRTC was able to ensure little fluctuation of end-to-end delays. Moreover, in the case of error-free transmissions, fluctuations were so small that jitter, expressed in milliseconds, was close to zero. The significant advantage of the WebRTC Data Channel over the classic web logical channel, i.e. WebSocket, in terms of jitter was also demonstrated.

Scientific Reports
Kielce University of Technology (PL), AGH University of Krakow (PL)
Sustainable cities and communities
Openalex Percentile: Top 44%
UAV Applications and Optimization
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