Time in Flight Based MPQUIC Scheduler for Remote Monitoring of Autonomous Driving

Driverless autonomous driving on public roads has finally been approved in Japan under certain conditions such as real-time remote monitoring. However, real-time monitoring is difficult to stably provide with a single mobile network due to the lack of uplink bandwidth and fluctuations in radio quality. While using multiple networks with Multipath QUIC (MPQUIC) could improve the stability of remote monitoring, it may worsen video latency and noise because of packet delay and loss caused by reordering packet arrivals between paths. Conventional packet scheduling algorithms select transmission paths on the basis of the smoothed round trip time (SRTT) and congestion window. These metrics cannot immediately detect the sudden quality degradation in mobile networks. In this paper, we propose a MPQUIC forwarding system for remote monitoring and a novel packet scheduling algorithm that can avoid sudden quality degradations by determining the transmission paths on the basis of time in flight, which is the elapsed time since the oldest unacked packet was sent. We also implement the proposed method and evaluate it in virtual networks and real mobile networks.

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Publication Details

Published
2025-01-10
DOI
https://doi.org/10.1109/ccnc54725.2025.10975968
Citations
1
Primary Topic
Real-Time Systems Scheduling
Type
article
Field-Weighted Citation Impact
2.27
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Time in Flight Based MPQUIC Scheduler for Remote Monitoring of Autonomous Driving

Shuji Komatsu, Takuya Tojo, Taichi Kawano, Takeshi Kuwahara et al.
1 citations
Real-Time Systems Scheduling
2.27
article

Time in Flight Based MPQUIC Scheduler for Remote Monitoring of Autonomous Driving

Shuji Komatsu, Takuya Tojo, Taichi Kawano, Takeshi Kuwahara, Hiroki Iwasawa
article en
1 citations

Abstract

Driverless autonomous driving on public roads has finally been approved in Japan under certain conditions such as real-time remote monitoring. However, real-time monitoring is difficult to stably provide with a single mobile network due to the lack of uplink bandwidth and fluctuations in radio quality. While using multiple networks with Multipath QUIC (MPQUIC) could improve the stability of remote monitoring, it may worsen video latency and noise because of packet delay and loss caused by reordering packet arrivals between paths. Conventional packet scheduling algorithms select transmission paths on the basis of the smoothed round trip time (SRTT) and congestion window. These metrics cannot immediately detect the sudden quality degradation in mobile networks. In this paper, we propose a MPQUIC forwarding system for remote monitoring and a novel packet scheduling algorithm that can avoid sudden quality degradations by determining the transmission paths on the basis of time in flight, which is the elapsed time since the oldest unacked packet was sent. We also implement the proposed method and evaluate it in virtual networks and real mobile networks.

NTT (Japan) (JP)
Affordable and clean energy
Openalex Percentile: Top 16%
Real-Time Systems Scheduling
2.27
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Time in Flight Based MPQUIC Scheduler for Remote Monitoring of Autonomous Driving — Shuji Komatsu, Takuya Tojo, et al. · (2025) | TGRS Research Map | TGRS