Enabling Secure High-Speed Data Transmission: Coherent Chaotic Optical Communication With Deep Learning and Electro-Optic Feedback

T. Sivasakthi; S. Brindha; T. Ilavarasan

doi:10.2298/YJOR240215028S

Authors

T. Sivasakthi Department of ECE, Sri Sairam Engineering college, Chennai https://orcid.org/0000-0001-9775-2564
S. Brindha Department of ECE, Sri Sai Ram Engineering College, Chennai https://orcid.org/0000-0002-6141-1589
T. Ilavarasan SENSE, VIT Chennai https://orcid.org/0000-0003-2185-1157

DOI:

https://doi.org/10.2298/YJOR240215028S

Keywords:

Coherent chaotic optical communication, deep learning, electro-optic feedback, Mach-Zehnder modulator, non-linearity mitigation, data security

Abstract

Coherent chaotic optical communication represents a present-day technique for attaining excessive-pace, long-distance statistics transmission with first-rate protection. This approach combines deep-gaining knowledge of chaotic synchronization (DLM-CS) models with virtual-sign processing algorithms to counteract fibre transmission impairments, resulting in a sturdy and green communiqué device. Chaotic indicators are generated through electro-optic feedback, explicitly using Optical Intensity Chaos and Optical Phase Chaos (OIC), facilitated by Mach-Zehnder Modulator and Interferometer (MZM/MZI) modulators. Additionally, device getting to know-primarily based algorithms are hired to mitigate non-linearity in the communiqué channel. Performance analysis in this context encompasses Bit Error Rate(BER), lengthy-distance communication competencies, chaotic signal periodicity, chaos synchronization, and safety. This technique allows for steady, high-speed facts transmission over prolonged distances, making it an important era for numerous packages, which includes telecommunications and statistics safety.

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https://datasetsearch.research.google.com/search?src=0&query=data%20transmission%20using%20CHAOTIC%20OPTICAL%20COMMUNICATION&docid=L2cvMTFxMzFnOWN3Mg%3D%3D