ANN-Based Equalizers Boost Optical Communication Throughput By 40 Gbps
ANN-based equalizers outperform traditional algorithms in high-throughput communications. FPGA implementation achieves 40 Gbps throughput with 4x lower bit error rate than conventional equalizer.
This is a Plain English Papers summary of a research paper called CNN-Based Equalization for Communications: Achieving Gigabit Throughput with a Flexible FPGA Hardware Architecture. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter. Overview Increasing throughput demand in data-intensive applications has driven significant performance improvements in optical communication systems Advanced equalizers are crucial to compensate for impairments caused by inter-symbol interference (ISI) in high-throughput communications Artifi...