Learning Physical-Layer Communication With Quantized Feedback
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DOI: 10.1109/tcomm.2019.2951563
Abstract: Data-driven optimization of transmitters and receivers can reveal new modulation and detection schemes and enable physical-layer communication over unknown channels. Previous work has shown that practical implementations of this approach require a feedback signal from… read more here.
Keywords: physical layer; layer communication; quantized feedback; learning physical ... See more keywords
Theoretical Analysis of Deep Neural Networks in Physical Layer Communication
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DOI: 10.1109/tcomm.2022.3201931
Abstract: Recently, deep neural network (DNN)-based physical layer communication techniques have attracted considerable interest. Although their potential to enhance communication systems and superb performance have been validated by simulation experiments, little attention has been paid to… read more here.
Keywords: layer communication; physical layer; communication; dnn based ... See more keywords