Calibration-Free Feedforward Temperature Compensation for Wireless Clock Synchronisation

Wireless systems are entering the arena of time-critical applications, including industrial controls. This makes clock synchronisation vital. A relevant source of synchronisation errors, especially in heavy-duty applications and harsh environments, is given by temperature variations that affect the quartz oscillators. This article takes a control theory-based approach and proposes to augment clock synchronisation schemes—that are typically feedback-based—with a feedforward compensation path using temperature measurements to quickly react to temperature change. Unlike previous approaches relying on per-device data, our solution takes advantage of the combined feedforward-feedback nature of the control scheme to perform compensation using only nominal crystal parameters. When implemented in conjunction with the FLOPSYNC-2 feedback-based clock synchronisation scheme and tested both in simulation and experimentally, the approach resulted in a greatly reduced synchronisation error during temperature transients. In detail, Monte Carlo simulations show that the proposed solution can reduce the peak clock synchronisation error on average by 5.3 \(\times\) and in the worst case by 2.2 \(\times\) , thus proving applicable and effective without the need for a costly per-device calibration. When tested experimentally on a network of sensor nodes, a 3.3 \(\times\) peak clock synchronisation error improvement was observed, confirming the simulation predictions.

Authors

Institutions

Publication Details

Journal
ACM Transactions on Autonomous and Adaptive Systems
Published
2025-02-04
DOI
https://doi.org/10.1145/3716138
Primary Topic
Network Time Synchronization Technologies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Calibration-Free Feedforward Temperature Compensation for Wireless Clock Synchronisation

Alberto Leva, Zaigham Khalid, William Fornaciari, Federico Terraneo
ACM Transactions on Autonomous and Adaptive Systems
Network Time Synchronization Technologies
article

Calibration-Free Feedforward Temperature Compensation for Wireless Clock Synchronisation

Alberto Leva, Zaigham Khalid, William Fornaciari, Federico Terraneo
article en

Abstract

Wireless systems are entering the arena of time-critical applications, including industrial controls. This makes clock synchronisation vital. A relevant source of synchronisation errors, especially in heavy-duty applications and harsh environments, is given by temperature variations that affect the quartz oscillators. This article takes a control theory-based approach and proposes to augment clock synchronisation schemes—that are typically feedback-based—with a feedforward compensation path using temperature measurements to quickly react to temperature change. Unlike previous approaches relying on per-device data, our solution takes advantage of the combined feedforward-feedback nature of the control scheme to perform compensation using only nominal crystal parameters. When implemented in conjunction with the FLOPSYNC-2 feedback-based clock synchronisation scheme and tested both in simulation and experimentally, the approach resulted in a greatly reduced synchronisation error during temperature transients. In detail, Monte Carlo simulations show that the proposed solution can reduce the peak clock synchronisation error on average by 5.3 \(\times\) and in the worst case by 2.2 \(\times\) , thus proving applicable and effective without the need for a costly per-device calibration. When tested experimentally on a network of sensor nodes, a 3.3 \(\times\) peak clock synchronisation error improvement was observed, confirming the simulation predictions.

ACM Transactions on Autonomous and Adaptive SystemsVol. 20(1)
Politecnico di Milano (IT)
Openalex Percentile: Top 98%
Network Time Synchronization Technologies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.