A method based on cardiopulmonary coupling analysis for sleep quality assessment with FPGA implementation

作者：

Highlights：

• A new model for sleep quality analysis was developed.

• Sleep quality can be estimated trough cardiopulmonary coupling analysis.

• The FPGA based on PYNQ is a suitable platform for an home monitoring device.

摘要

•A new model for sleep quality analysis was developed.•Sleep quality can be estimated trough cardiopulmonary coupling analysis.•The FPGA based on PYNQ is a suitable platform for an home monitoring device.

论文关键词：1D-CNN,CAP,ECG,FPGA,Sleep quality

论文评审过程：Received 14 April 2020, Revised 6 August 2020, Accepted 10 January 2021, Available online 15 January 2021, Version of Record 22 January 2021.

论文官网地址：https://doi.org/10.1016/j.artmed.2021.102019