基于提升小波变换的无线心电脉搏信号盲水印技术

N. Dey, S. Biswas, P. Das, A. Das, S. S. Chaudhuri
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引用次数: 23

摘要

在过去的十年中,人们在远程监测方面进行了大量的研究工作,其中涉及到通过无线媒体传输生物医学信号。在各医院和诊断中心之间交换生物信号需要高度的安全性和可靠性,同时通过互联网传输。水印是在多媒体内容中加入“所有权”信息来证明真实性,验证信号的完整性,实现对拷贝过程的控制。Photoplethysmography (PPG)是医学界分析人类心脏功能的一种非常敏感和重要的诊断工具。这种分析比最常用的通过测量心脏电活动来检测各种心血管疾病的心电图方法更简单。其特征的差异也提供了与相同原因合并的心脏疾病的重要信息,并引起了心脏功能障碍的警报。本文提出了一种基于提升小波变换的二值水印嵌入光容积脉搏波(PPG)信号的方法以及从PPG信号中提取水印的方法。在这种方法中,与原始PPG信号相比,生成的具有可接受的不可感知性和失真水平的水印信号。最后,对比研究了恢复后的PPG信号与不同小波降噪后恢复后的PPG信号的脉冲传输时间(PTT)、脉冲到脉冲脚的传输时间(PTTf)和脉冲幅度(AMP)。心电学是通过成功传输带水印的PPG信号来实现的,水印具有可逆性,避免了数据的差异,从而实现了精确的治疗。
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Lifting Wavelet Transformation based blind watermarking technique of Photoplethysmographic signals in wireless telecardiology
The last decade has witnessed an ample amount of research work in tele-monitoring that involves transmission of biomedicai signals through wireless media. Exchange of bio-signals amongst various hospitals and diagnostic centres requires high level of security and reliability while transmitting through internet. Watermarking is added "ownership" information in multimedia content to prove authenticity, verify signal integrity, and achieve control over the copy process. The Photoplethysmography (PPG) is a very sensitive and significant diagnostic tool in the medical world to analyse the functions of the human heart. This analysis is done in a simple manner than the most common way of using electrocardiography to detect various cardio-vascular diseases by measuring the electrical activity of the heart. The variance in its characteristics also provides important information about cardiac diseases incorporated with the same cause and raises alarm about heart malfunctioning. The present work proposes a Lifting Wavelet Transformation based method of binary watermark embedding within the Photoplethysmographic (PPG) signal as well as the process of extracting watermark from the PPG signal. In this approach, the generated watermarked signal having an acceptable level of imperceptibility and distortion is compared to the original PPG signal. Finally, a comparative study of Pulse Transit Time (PTT), pulse transit time to the foot of the pulse (PTTf) and Pulse amplitude (AMP) between the recovered PPG signal and different levels of wavelet based de-noised recovered PPG signal is done. Telecardiology is achieved by successful transmission of the watermarked PPG signal with reversibility of watermark to avoid discrepancies in data to deliver precise treatment.
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