Russian Federation
Russian Federation
Russian Federation
Purpose: to develop a simulation model of clock synchronization in accordance with the Precision Time Protocol (PTP) functioning in «End-to-End» (E2E) mode. To investigate the influence of probabilistictemporal parameters of network devices operation on synchronization accuracy. Methods: an analysis of foreign and Russian authors’ works and technical documentation, simulation modeling using an agentbased approach. Results: a simulation model of local time scale synchronization via PTP with transparent clock is developed. An estimation of synchronization accuracy are obtained depending on the influencing subprocesses. Theoretical significance: the developed model makes it possible to obtain the estimation of the achieved synchronization accuracy when PTP is operating in E2E mode depending on the characteristics of the devices that are used, as well as on the characteristics of the communication channels. Practical significance: the obtained results can be used for designing relatively small packet networks with PTP support that is relevant in the context of implementing industrial automation tools at enterprises. The developed models can also be used for analyzing the operability of local area networks functioning to find the most significant subprocesses that affect the provisioned to users quality of service. The model can be further scaled for implementing in networks with more complicated topology and become a basis for complex of synchronization models of PTP working in different modes.
Network synchronization, PTP, precision time protocol, E2E, frequency-time provision, time scale
1. IEEE 1588-2019 (07.11.2019). Standard for A Precision Clock Synchronization Protocol for Networked Measurement and Control Systems.
2. Waldhauser S., Jaeger B., Helm M. Time Synchronization in Time-Sensitive Networking // Network Architectures and Services. 2020. Pp. 51–56.
3. Dhiman D. C. NextGen Network Synchronization. Springer, 2021. 175 p.
4. Research on High-accuracy Clock Synchronization Based on IEEE 1588 Protocol / F. Shan [et al.] // 2019 IEEE 7th International Conference on Computer Science and Network Technology (ICCSNT). 2019. Pp. 343–347.
5. An Enhanced Method for Nanosecond Time Synchronization in IEEE 1588 Precision Time Protocol / F. Li [et al.] // Processes. 2023. Vol. 11 (5). P. 17.
6. Novel Re-synchronization Circuit to Enable High-Accuracy PTP Timestamping / C. A. Shao [et al.] // IEEE Transactions on Instrumentation and Measurement. 2024. P. 9.
7. Ryzhkov A. V. Chastotno-vremennoe obespechenie v setyah elektrosvyazi: uchebnoe posobie dlya vuzov. M.: Goryachaya liniya — Telekom, 2021. 270 s.
8. Ryzhkov A. V., Shvarc M. L., Lohovin V. A. Perspektivnye napravleniya razvitiya sistem svyazi i sinhronizacii slozhnyh infrastrukturnyh ob'ektov // T-Comm — Telekommunikacii i Transport. 2024. T. 18, № 11. S. 30–37.
9. Ryzhkov A. V., Shvarc M. L. Puti formirovaniya precizionnoy shkaly vremeni nacional'noy seti svyazi // T-Comm — Telekommunikacii i Transport. 2020. T. 14, № 2. S. 17–24.
10. Oparin E. V. Funkcionirovanie sistemy chastotno-vremennogo obespecheniya zheleznodorozhnogo transporta v usloviyah vozdeystviya destabiliziruyuschih faktorov. M.: RIOR, 2025. 248 s.
11. Mazurenko D. K. Aspekty postroeniya sistemy chastotno-vremennoy setevoy sinhronizacii signalov // T-Comm — Telekommunikacii i Transport. 2017. T. 11, № 8. S. 4–8.
12. Mazurenko D. K., Pal'cin D. A., Fen' A. S. Ekspluataciya oborudovaniya sistemy sinhronizacii signalov v setyah, postroennyh na tehnologii kommutacii paketov, i v setyah 5G // Elektrosvyaz'. 2022. № 12. S. 14–17.
13. Opyt vnedreniya sistem chastotno-vremennogo obespecheniya setey svyazi / M. L. Shvarc [i dr.] // T-Comm — Telekommunikacii i Transport. 2022. T. 16, № 7. S. 21–28.
14. Proshin, F.A., Storozhuk M. N., Storozhuk N. L. Metody sinhronizacii v setyah svyazi // Pervaya milya — last mile. 2024. № 2 (118). S. 62–69.
15. Buncev I. A. Sozdanie i realizaciya imitacionnyh modeley v programmnoy srede AnyLogic. M.: Goryachaya liniya — Telekom, 2016. 154 s.




