Real-Time Robust Heart Rate Estimation From Wrist-Type PPG Signals Using Multiple Reference Adaptive Noise Cancellation

2018 ◽  
Vol 22 (2) ◽  
pp. 450-459 ◽  
Author(s):  
Sayeed Shafayet Chowdhury ◽  
Rakib Hyder ◽  
Md. Samzid Bin Hafiz ◽  
Mohammad Ariful Haque
Keyword(s):  
Heart Rate ◽  
Real Time ◽  
Noise Cancellation ◽  
Adaptive Noise Cancellation ◽  
Rate Estimation ◽  
Adaptive Noise ◽  
Multiple Reference ◽  
Heart Rate Estimation

scholarly journals A Novel Real-Time Human Heart Rate Estimation Method for Noncontact Vital Sign Radar Detection

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 88689-88699
Author(s):  
Yipeng Ding ◽  
Xiali Yu ◽  
Chengxi Lei ◽  
Yinhua Sun ◽  
Xuemei Xu ◽  
...  
Keyword(s):  
Heart Rate ◽  
Real Time ◽  
Vital Sign ◽  
Human Heart ◽  
Estimation Method ◽  
Radar Detection ◽  
Rate Estimation ◽  
Heart Rate Estimation

NOVEL ADAPTIVE FILTERING TECHNIQUE FOR THE PROCESSING OF ELECTROGASTROGRAM

2002 ◽  
Vol 02 (02) ◽  
pp. L71-L78
Author(s):  
S. SELVAN
Keyword(s):  
Real Time ◽  
Adaptive Filtering ◽  
Noise Cancellation ◽  
Signal Enhancement ◽  
Adaptive Noise Cancellation ◽  
Real Time Processing ◽  
Time Processing ◽  
Filtering Technique ◽  
Adaptive Noise ◽  
Adaptive Signal

The electrogastrogram measured cutaneously by attaching electrodes to the abdominal skin contains considerable noise. An attempt is made to develop an efficient adaptive filtering technique suitable for real time processing of electrogastrogram. A novel technique combining both adaptive noise cancellation and adaptive signal enhancement in a single recurrent neural network is proposed. To compare its performance, adaptive noise cancellation and cascaded connection of adaptive noise cancellation and adaptive signal enhancement are employed. Recurrent neural networks using Real Time Recurrent Learning (RTRL) algorithm are employed for implementing the all the above systems. An attempt is made to alleviate the computational burden imposed by RTRL algorithm by employing pruning of weights.

EVM-CNN: Real-Time Contactless Heart Rate Estimation From Facial Video

2019 ◽  
Vol 21 (7) ◽  
pp. 1778-1787 ◽  
Author(s):  
Ying Qiu ◽  
Yang Liu ◽  
Juan Arteaga-Falconi ◽  
Haiwei Dong ◽  
Abdulmotaleb El Saddik
Keyword(s):  
Heart Rate ◽  
Real Time ◽  
Rate Estimation ◽  
Heart Rate Estimation
Sign in / Sign up

Export Citation Format

Share Document