DocumentCode
2907638
Title
A new algorithm for continuous time delay estimation using sampled data
Author
Viola, Francesco ; Walker, William F.
Author_Institution
Dept. of Biomed. Eng., Virginia Univ., Charlottesville, VA, USA
Volume
2
fYear
2003
fDate
5-8 Oct. 2003
Firstpage
1834
Abstract
In this paper we present a new time delay estimator that directly determines continuous time delay estimates from sampled data. The technique forms a spline-based piecewise continuous representation of the reference signal and then solves for the minimum of the sum squared error between the reference and the delayed signals to determine their relative time delay. The mathematical formulation of the proposed tracking algorithm makes it particularly well suited for application in tissue elasticity estimation, since it can easily include companding. We have performed a series of simulations using ultrasound data to test the performance of this algorithm and compare it to currently accepted delay estimators implementing a variety of sub-sample interpolation methods. Simulation results show that this algorithm significantly outperforms other algorithms in terms of jitter and bias over a broad range of conditions.
Keywords
acoustic signal processing; continuous time systems; delay estimation; piecewise linear techniques; signal sampling; splines (mathematics); companding; continuous time delay estimation; delay estimators; jitter; reference signal; sampled data; spline-based piecewise continuous representation; subsample interpolation methods; sum squared error; tissue elasticity estimation; tracking algorithm; ultrasound data; Computational efficiency; Delay effects; Delay estimation; Elasticity; Interpolation; Motion estimation; Pattern matching; Signal processing algorithms; Spline; Ultrasonic imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Ultrasonics, 2003 IEEE Symposium on
Print_ISBN
0-7803-7922-5
Type
conf
DOI
10.1109/ULTSYM.2003.1293270
Filename
1293270
Link To Document