Key result
An adaptive delta compression algorithm for a wireless PPG data acquisition system achieved a compression ratio of 41.5 and a mean percentile RMS difference of 0.13% at 100 Hz in 12 healthy subjects.
An adaptive delta compression algorithm for wireless PPG systems achieved a compression ratio of 41.5 with minimal signal distortion, enabling efficient long-term monitoring.
Storage and hardware limits constrain continuous multichannel PPG; leaves open efficient designs for cardiovascular monitoring and research.
Photoplethysmography (PPG) is a simple and low‐cost optical technique that measures the blood volume change of the microvascular bed. The multichannel PPG recording system enables researchers to study the characteristics of the PPG signal from multiple body sites. Long‐time, continuous PPG signal monitoring helps doctors in medical diagnosis and treatment. However, the development of the PPG signal acquisition system is limited by storage capacity and computational and hardware capability. Limitation in storage capacity and communication efficiency can be addressed by introducing data compression algorithms. In this paper, a single‐channel, high‐resolution (24‐bit) wireless PPG data acquisition system using Bluetooth connectivity with the adaptive delta compression algorithm is presented. A graphical user interface was developed using MATLAB to interface with the system using a serial port profile. The PPG signals were decompressed and stored in the local hard drive for future analysis. The performance of adaptive data compression algorithm was evaluated with 12 healthy subjects. Results show that the compression ratio achieved is 41.5. The mean percentile root‐mean‐square (RMS) difference at the sampling frequency of 100 Hz is 0.13%. The mean normalized percentile RMS difference value is 9.78%. The system was successfully tested in a continuous acquisition mode for up to 60 min.
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Chong et al. (2018) studied Healthy (n=12). Adaptive delta compression algorithm for wireless PPG data acquisition system was evaluated on Compression ratio and mean percentile root-mean-square (RMS) difference. An adaptive delta compression algorithm for a wireless PPG data acquisition system achieved a compression ratio of 41.5 and a mean percentile RMS difference of 0.13% at 100 Hz in 12 healthy subjects.
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