Modulation level adaptive stochastic resonance receiver with low-resolution ADCs for multilevel amplitude modulated signals

IEICE Communications Express(2024)

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摘要
Utilizing an analog to digital converter (ADC) with low-resolution is preferred in terms of high sampling rate, low energy consumption and low implementation cost. Against these advantages' utilizing low-resolution ADCs would lead to degrade the signal detection performance. This paper focuses on addressing this issue by introducing a novel receiver that incorporates a new stochastic resonance (SR) processing method, which adaptively adjusts the intentional noise base on the modulation level of the signal, for the detection of multilevel amplitude modulated signals. Through computer simulation, we confirmed the further improvement by applying the proposed adaptive SR. Moreover, we observed that the proposed receiver is more resistant to channel noise.
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关键词
low-resolution analog-to-digital converter,stochastic resonance,multilevel amplitude modulated signal
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