A scheme is proposed for processing optical signals in a receiver of a communication system, based on complex fully connected neural networks. The influence of the main characteristics of the neural network on the efficiency of nonlinear distortion compensation is studied. A significant advantage of the proposed scheme over real-valued neural networks is demonstrated.
- 2.02 ELECTRICAL ENG, ELECTRONIC ENG
- 2.05 MATERIALS ENGINEERING
- 1.03 PHYSICAL SCIENCES AND ASTRONOMY
- 1.03.UB PHYSICS, APPLIED
- 2.02.IQ ENGINEERING, ELECTRICAL & ELECTRONIC