Abstract
The paper presents a methodology for the synthesis of systems for monitoring the state of a high-speed fiber-optical linear path, based on the information and measuring control system that implements neural network recognition algorithms with synthesis by dominance. The proposed information-measuring system processes levels of the average intensity of the optical signal received at various carriers in a certain retrospective over a defined period of time. Neural network algorithms are synthesized by optimizing the parameters of a neural network that allow to make a conclusion about the state of a high-speed fiber-optical linear path.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Hudgings, J., Nee, J.: WDM all-optical networks. EE228 Project Report, Oslo, 29 (1996)
Rosen, E., Viswanathan, A., Callon, R.: Multiprotocol label switching architecture. RFC 3031 (2001)
Saitov, I.A., Muzalevskii, D.Y.: Continuous monitoring of a fiber-optical baseband transmission path based on intellectual optical-signal processing facilities. Telecommun. Radio Eng. 70, 1501–1508 (2011). (in Russian)
Toge, K., Ito, F.: Recent research and development of optical fiber monitoring in communication systems. Photonic Sens. 3, 304–313 (2013)
Saitov, I.A., Myasin, N.I.: A model of a fiber-optical baseband transmission path with wavelength-division multiplexing and fiber-optical amplifiers. Telecommun. Radio Eng. 70, 1729–1738 (2011). (in Russian)
Delavaux, J.-M.P., Nagel, J.A.: Multi-stage erbium-doped fiber amplifier design. Lightwave Technol. 135, 703–720 (1995)
Robert, M., Gagliardi, S.K.: Optical communication: transl. from Eng. Ed. A.G. Sheremetyev. M.: Svyaz’ (1978) (in Russian)
Maamoun, K., Mouftah, H.: Survivability Issues in Optical and Optical Wireless Access Networks: Monitoring Trail Deployment for Fault Localization in All-Optical Networks and Radio-over-Fiber Passive Optical Networks (2012)
Saitov, I.A., Myasin, N.I., Muzalevskii, D.Y.: Device for continuous monitoring operating capacity of fibre-optic linear channel. Patent of RF for an invention No. 2400015 from 20.09.2010. Application No. 2009102711/28(003451) from 27.01.2009
Yusupov, R.M., Ronzhin, A.L.: From smart devices to smart space. Herald Russ. Acad. Sci. 80, 45–51 (2010). MAIK Nauka
Budkov, V., Prischepa, M., Ronzhin, A.: Dialog model development of a mobile information and reference robot. Pattern Recognit. Image Anal. 21, 458–461 (2011). Pleiades Publishing
Saveliev, A., Basov, O., Ronzhin, A., Ronzhin, A.: Algorithms for low bit-rate coding with adaptation to statistical characteristics of speech signal. In: Ronzhin, A., Potapova, R., Fakotakis, N. (eds.) SPECOM 2015. LNCS, vol. 9319, pp. 65–72. Springer, Heidelberg (2015)
Karpov, A.A., Ronzhin, A.L.: Information enquiry kiosk with multimodal user interface. Pattern Recognit. Image Anal. 19, 546–558 (2009). MAIK Nauka/Interperiodica, Moscow
Basov, O., Ronzhin, A., Budkov, V., Saitov, I.: Method of defining multimodal information falsity for smart telecommunication systems. In: Balandin, S., Andreev, S., Koucheryavy, Y. (eds.) NEW2AN/ruSMART 2015. LNCS, vol. 9247, pp. 163–173. Springer, Heidelberg (2015)
Ronzhin, A., Prischepa, M., Budkov, V.: Development of means for support of comfortable conditions for human-robot interaction in domestic environments. In: Botía, J.A. et al. (Eds.) Workshop Proceedings of the 8th International Conference on Intelligent Environments, pp. 221–230. IOS Press (2012)
Acknowledgment
This work is partially supported by the Russian Foundation for Basic Research (grant No. 16-08-00696-a) and the Council for Grants of the President of Russia (Projects No. MК-7925.2016.9).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing Switzerland
About this paper
Cite this paper
Saitov, I.A., Basov, O.O., Motienko, A.I., Saitov, S.I., Bizin, M.M., Budkov, V.Y. (2016). Neural Network System for Monitoring State of a High-Speed Fiber-Optical Linear Path. In: Cheng, L., Liu, Q., Ronzhin, A. (eds) Advances in Neural Networks – ISNN 2016. ISNN 2016. Lecture Notes in Computer Science(), vol 9719. Springer, Cham. https://doi.org/10.1007/978-3-319-40663-3_57
Download citation
DOI: https://doi.org/10.1007/978-3-319-40663-3_57
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-40662-6
Online ISBN: 978-3-319-40663-3
eBook Packages: Computer ScienceComputer Science (R0)