A canonical wireless communication system consists of a transmitter and a receiver. The
information bit stream is transmitted after coding, modulation, and pulse shaping. Due to the …

随着无线通信应用边界的不断扩展, 无线通信应用环境也日趋复杂多样, 面临射频损伤,
信道衰落, 干扰和噪声等负面影响, 给接收端恢复原始信息带来挑战. 借鉴深度学习方法在计算机 …

In this paper, we investigate deep learning (DL)-enabled signal demodulation methods and
establish the first open dataset of real modulated signals for wireless communication …

In this paper, we investigate the design and implementation of machine learning (ML)-based
demodulation methods in the physical layer of visible light communication (VLC) systems …

In this paper we proposed the use of JT65A radio communication protocol for data exchange
in wide-area monitoring systems in electric power systems. We investigated the software …

A wireless communications system usually consists of a transmitter which transmits the
information and a receiver which recovers the original information from the received …

The LoRa modulation scheme is becoming one of the most adopted Internet of Things
wireless physical layer due to its ability to transmit data over long distances with low power …

With the continues expansion of the application boundary for wireless communications, the
application environment of wireless communications is becoming increasingly complex and …

Soft demodulation is a basic module of traditional communication receivers. It converts
received symbols into soft bits, that is, log likelihood ratios (LLRs). However, in the non-ideal …

By contraposing the signal detection for filter bank multicarrier (FBMC) communications with
the underwater acoustic (UWA) channel, this paper analyzes the traditional imaginary …