Xu D, Ryan KL, Rickards CA, Zhang G, Convertino VA, Mukkamala R. Improved pulse transit time estimation by system identification analysis of proximal and distal arterial waveforms. Am J Physiol Heart Circ Physiol 301: H1389 -H1395, 2011. First published July 29, 2011 doi:10.1152/ajpheart.00443.2011.-We investigated the system identification approach for potentially improved estimation of pulse transit time (PTT), a popular arterial stiffness marker. In this approach, proximal and distal arterial waveforms are measured and respectively regarded as the input and output of a system. Next, the system impulse response is identified from all samples of the measured input and output. Finally, the time delay of the impulse response is detected as the PTT estimate. Unlike conventional foot-to-foot detection techniques, this approach is designed to provide an artifact robust estimate of the true PTT in the absence of wave reflection. The approach is also applicable to arbitrary types of arterial waveforms. We specifically applied a parametric system identification technique to noninvasive impedance cardiography (ICG) and peripheral arterial blood pressure waveforms from 15 humans subjected to lower-body negative pressure. We assessed the technique through the correlation coefficient (r) between its 1/PTT estimates and measured diastolic pressure (DP) per subject and the root mean squared error (RMSE) of the DP predicted from these estimates and measured DP. The technique achieved average r and RMSE values of 0.81 Ϯ 0.16 and 4.3 Ϯ 1.3 mmHg. For comparison, the corresponding values were 0.59 Ϯ 0.37 (P Ͻ 0.05) and 5.9 Ϯ 2.5 (P Ͻ 0.01) mmHg for the conventional technique applied to the same waveforms and 0.28 Ϯ 0.40 (P Ͻ 0.001) and 7.2 Ϯ 1.8 (P Ͻ 0.001) mmHg for the conventional technique with the ECG waveform substituted for the ICG waveform. These results demonstrate, perhaps for the first time, that the system identification approach can indeed improve PTT estimation.arterial blood pressure; arterial stiffness; foot-to-foot detection; impulse response; pulse wave velocity ACCORDING TO THE MOENS-KORTEWEG equation, pulse wave velocity (PWV) increases as the arteries stiffen. Indeed, PWV is the most popular index of arterial stiffness because of the ease of its measurement and its proven independent value in predicting cardiovascular events and mortality in hypertensive patients (2,4,12,14). In addition, because arterial stiffness increases with arterial blood pressure (ABP), PWV and ABP often show positive correlation, suggesting that PWV could provide a means to achieve continuous, noninvasive, and cuffless ABP monitoring (18).Conventionally, PWV is determined from the distance and pulse transit time (PTT) between proximal and distal arterial sites (5). PTT is, in turn, estimated by acquiring arterial waveforms from the two sites and then detecting the foot-tofoot time delay between the waveforms. The premise is that the foot of the proximal waveform represents a time before the return of the reflected wave to its measureme...