Modbus TCP backbone throughput analysis for noisy IEEE 802.11 wireless channel
DOI:
https://doi.org/10.15276/opu.2.72.2025.12Keywords:
Modbus TCP, IEEE 802.11 standard, APCS, algorithmic structure, transaction time, throughput, simple and composite operations, bit errors, retransmissionAbstract
The use of high-speed wireless IEEE 802.11 channels (802.11n/ac/ax) for the Modbus TCP backbone in automated control systems of industrial enterprises (APCS) requires an assessment of backbone performance under communication channel operating conditions, taking into account the specific features of APCS operation, where a high level of bit errors is present in the communication channels. Based on an analysis of the algorithmic structure of the backbone and transmission timing diagrams in a wireless channel, analytical relationships were obtained for calculating transaction time and backbone throughput for a real wireless channel. An analysis of the backbone throughput for typical operations was carried out, taking into account different levels of bit error rate (BER) in the wireless communication channel. Classes of Modbus TCP backbone operations (simple and composite) are identified. It is shown that composite operations are formed as a composition of a certain number of simple operations. Unlike models with ideal communication channels, models for real channels take into account frame retransmission mechanisms and additional delays associated with bit errors during information transmission. The obtained expressions for operation execution time and throughput make it possible to assess the real performance of the Modbus TCP backbone for wireless channels with errors. The performed throughput calculation demonstrates a significant impact of bit errors on the backbone throughput for single-channel and multi-channel implementations of the Modbus TCP backbone based on wireless channels of the IEEE 802.11 family. The obtained analytical relationships for the execution time of typical operations and backbone throughput represent a tool for selecting optimal configurations in the design and modernization of industrial networks based on wireless implementations of the Modbus TCP backbone within the framework of the “Industry 4.0” concept.
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References
Islam, G. Z. (2016). Throughput analysis of wireless local area network. International Journal of Engineering and Technical Research, 6(4), 53–60. Available at https://www.erpublication.org/ published_paper/IJETR042733.pdf.
Ullah, S., Zhong, Y., Islam, S. M. R., et al. (2008, October 12–14). Throughput limits of IEEE 802.11 and IEEE 802.15.3. 4th International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM '08), Dalian, China. Retrieved October 20, 2025. Available at https://www.researchgate.net.
Chatzimisios, P. (2002, October 8–9). Throughput and delay analysis of IEEE 802.11 protocol. 2002 IEEE 5th International Workshop on Networked Appliances, Liverpool, UK. Retrieved October 20, 2025. Available at https://www.researchgate.net/publication/4041174_Throughput_and_delay_analysis _of_IEEE_80211_protocol.
Modbus Organization. (n.d.). MODBUS messaging on TCP/IP implementation guide. Available at https://www.modbus.org/docs/Modbus_Messaging_Implementation_Guide_V1_0b.pdf.
Hozdic, E. (2015). Smart factory for industry 4.0: A review. Journal of Modern Manufacturing Systems. Available at https://www.acatech.de/wp-content/uploads/2018/03/Final_report__Industrie_4.0_dec_ 2013.pdf.
International Electrotechnical Commission. (2013). Enterprise-control system integration – Part 1: Models and terminology (IEC 62264-1:2013). Available at https://webstore.iec.ch/en/publication/6675.
Monostori, L. (2014). Cyber-physical production systems: Roots, expectations and R&D challenges. Procedia CIRP, 17, 9–13. DOI: https://doi.org/10.1016/j.procir.2014.03.115.
Postel, J. (1981). Internet Protocol (RFC No. 791). Internet Engineering Task Force. Available at https://tools.ietf.org/html/rfc791.
IEEE. (2018). IEEE 802.3-2018 – Ethernet technology. Available at https://standards.ieee.org/standard/802_3-2018.html.
Naumov, O., & Nesterenko, S. (n.d.). Analysis of cycle time in a Modbus RTU channel with errors. Scientific Works of ONAT. 10(51). Available at https://perspectives.pp.ua/index. php/nts/issue/view/410/513.

