Recurrent Neural Network Based Joint Equalization and Decoding Method for Tre…

In this paper, a joint equalization and decoding method based on recurrent neural networks (RNNs) is proposed for trellis coded modulation (TCM) systems. For traditional methods based on concatenat…

Ultrahigh-Speed Optical Interconnects With Thin Film Lithium Niobate Modulator

The exponential growth in data-driven applications like artificial intelligence and metaverse poses an increasing demand for integrated optical interconnects with efficient and cost-effective high-…

Part-Level Car Parsing and Reconstruction in Single Street View Images

Part information has been proven to be resistant to occlusions and viewpoint changes, which are main difficulties in car parsing and reconstruction. However, in the absence of datasets and approach…

10.83 Tb/s Over 800 Km Nonlinear Frequency Division Multiplexing WDM Transmis…

Nonlinear frequency division multiplexing (NFDM) transmission scheme has attracted great interest in optical fiber communication systems due to its potential for surpassing the Kerr nonlinearity li…

Convolutional Neural Network-Aided DP-64 QAM Coherent Optical Communication S…

Optical nonlinearity impairments have been a major obstacle for high-speed, long-haul and large-capacity optical transmission. In this paper, we propose a novel convolutional neural network (CNN)-b…

Simultaneous Extraction of Multi-Scale Structural Features and the Sequential…

Presently, it is still challenging to obtain satisfied identification results for long-distance safety monitoring with fiber distributed acoustic sensor (DAS) in practical complicated burying envir…

Inter-Channel Fiber Nonlinearity Mitigation in High Baud-Rate Optical Communi…

Kerr nonlinearity in long distance fiber-optic link imposes a fundamental limitation to the capacity of wavelength division multiplexed (WDM) optical communication systems. Solving the inverse-prop…

Multiset Feature Learning for Highly Imbalanced Data Classification

The ApolloScape Open Dataset for Autonomous Driving and Its Application

OL4EL : Online Learning for Edge-Cloud Collaborative Learning on Heterogeneou…