Title :
Cramér rao lower bound for underwater range estimation with noisy sound speed profile
Author :
Ramezani, Hamid ; Rajan, Raj Thilak ; Stojanovic, Milica ; Leus, Geert
Author_Institution :
Fac. of Electr. Eng., Delft Univ. of Technol. (TUD), Netherlands
Abstract :
In this paper, the Cramér Rao bound (CRB) for range estimation between two underwater nodes is calculated under a Gaussian noise assumption on the measurements. The nodes can measure their depths, their mutual time of flight, and they have access to noisy sound speed samples at different depths. The effect of each measurement on the CRB will be analyzed, and it will be shown that for long distances, the effect of the sound speed measurement noise is dominant, and its impact depends on the positions of the nodes, actual sound speed profile, the number of sound speed samples, and the depths at which the sound speed samples are gathered.
Keywords :
Gaussian noise; acoustic wave velocity measurement; underwater acoustic communication; CRB; Cramer Rao lower bound; Gaussian noise assumption; actual sound speed profile; depth measurement; mutual time-of-flight measurement; node position; noisy sound speed profile; noisy sound speed samples; sound speed measurement noise; sound speed sample number; underwater nodes; underwater range estimation; Distance measurement; Estimation; Extraterrestrial measurements; Noise; Noise measurement; Position measurement; Velocity measurement;
Conference_Titel :
Signals, Systems and Computers, 2014 48th Asilomar Conference on
Print_ISBN :
978-1-4799-8295-0
DOI :
10.1109/ACSSC.2014.7094393