Title :
Performance analysis of the cepstral technique for frequency-domain optical-coherence tomography
Author :
Sekhar, S. Chandra ; Unser, Michael
Author_Institution :
Biomed. Imaging Group, Ecole Polytech. Fed. de Lausanne, Lausanne
fDate :
March 31 2008-April 4 2008
Abstract :
Recently, we proposed a noniterative cepstral technique for exact signal recovery in frequency-domain optical-coherence tomography. In this paper, we address the influence of measurement noise on the performance of the method. We derive analytical expressions for the bias and variance of the tomogram under a small noise approximation, and show that our technique yields unbiased and consistent estimators, which have a variance that is proportional to that of the noise and inversely proportional to the data size. We present simulation results to confirm the theoretical derivations. We also derive approximate Cramer-Rao bounds (CRBs) on the achievable accuracy of reconstruction.
Keywords :
cepstral analysis; medical signal processing; optical tomography; Cramer-Rao bounds; frequency-domain optical-coherence tomography; mean square error; noniterative cepstral technique; signal recovery; Analysis of variance; Biomedical optical imaging; Cepstral analysis; Cepstrum; Frequency domain analysis; Optical interferometry; Optical noise; Optical sensors; Performance analysis; Tomography; Cramér-Rao bound; bias; cepstrum; frequency-domain optical-coherence tomography (FDOCT); mean square error; variance;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4244-1483-3
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2008.4517670