Hong Sun

Automatic modulation classification using stacked sparse auto-encoders

2016

Automatic modulation classification (AMC) plays a key role in cognitive radar, cognitive radio and some other civilian and military fields to identify the type of modulation. In this paper, a deep learning based modulation classification …

A scalable approach for developing clinical risk prediction applications in different hospitals

2021 · arXiv (Cornell University)

Objective: Machine learning algorithms are now widely used in predicting acute events for clinical applications. While most of such prediction applications are developed to predict the risk of a particular acute event at one hospital, …

Fast Detection Algorithm for Equal Length Frame Signals Based on Pattern Matching

2023

Aiming at the problems of slow speed and low efficiency of the existing signal frame header detection algorithm in the field of cooperative communication, a pattern matching based frame header detection algorithm is proposed. The …