Integrating Traffic Noise Emission Modelling into Variable Speed Limit Control

๐Ÿ“… 2026-09-01
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ๆœฌๆ–‡ๆๅ‡บไบ†ไธ€็งๅ™ชๅฃฐๆ„Ÿ็Ÿฅ็š„ๅฏๅ˜้™้€Ÿๆก†ๆžถ๏ผŒ้€š่ฟ‡้›†ๆˆไบค้€š็Šถๆ€ไผฐ่ฎกไธŽ็ฎ€ๅŒ–็š„CNOSSOS-EUๆŽ’ๆ”พๆŒ‡ๆ ‡ๆฅๅŠจๆ€่ฐƒๆ•ด้™้€Ÿ๏ผŒไปฅๅ‡ๅฐ‘ไบค้€šๅ™ชๅฃฐใ€‚
๐Ÿ“ Abstract
Road traffic noise remains a major environmental challenge, yet most speed management strategies are static and do not respond to short-term variations in traffic noise emissions. Although variable speed limit (VSL) systems are widely deployed for safety and congestion mitigation, traffic noise is rarely treated as an explicit operational control objective. This paper proposes a noise-aware VSL framework that integrates aggregated traffic-state estimation with a simplified CNOSSOS-EU-based emission indicator. A stage-based controller with time-varying reference thresholds dynamically adjusts discrete speed-limit levels in response to estimated emission conditions. The framework is evaluated using microscopic traffic simulation calibrated with empirical motorway data and replicated across multiple stochastic realisations. Over a 24-hour evaluation period, the adaptive strategy reduces the receiver-based equivalent sound level by 2.9 dB(A) relative to unrestricted traffic conditions, while maintaining an average vehicle speed approximately 11.3 km/h higher than a permanently imposed low-speed regime. Period-wise analysis shows that speed reductions are activated selectively when emission levels approach calibrated targets, rather than enforcing a constant intermediate limit. Traffic stability indicators reveal moderate increases in speed variability compared with unrestricted operation, but substantially lower braking intensity than under uniform low-speed enforcement. These results demonstrate the feasibility of integrating environmental performance indicators into operational speed control, providing a practical complement to conventional infrastructure-based noise mitigation measures.
Problem

Research questions and friction points this paper is trying to address.

Traffic Noise
Variable Speed Limit
Environmental Performance
Innovation

Methods, ideas, or system contributions that make the work stand out.

noise-aware VSL
traffic-state estimation
CNOSSOS-EU-based emission indicator
stage-based controller
time-varying reference thresholds
๐Ÿ’ผ Related Jobs
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J
Jiawen Meng
Institute AIFB, Karlsruhe Institute of Technology, Germany
J
John Pravin Arockiasamy
Institute AIFB, Karlsruhe Institute of Technology, Germany
Alexey Vinel
Alexey Vinel
Karlsruhe Institute of Technology, Germany & Halmstad University, Sweden
vehicular networksnetworked systemsautonomous vehiclescyber-physical systems