Statistical modeling of interferometric signals in underwater applications
LLORT PUJOL, Gerard ; SINTES, Christophe
HAL, hal-00485297 / Harvested from HAL
Current sonar and radar applications use interferometry to estimate the arrival angles of backscattered signals at time-sampling rate. This direction-finding method is based on a phase-difference measurement between two close receivers. To quantify the associated bathymetric measurement quality, it is necessary to model thestatistical properties of the interferometric-phase estimator. Thus, this paper investigates the received signal structure, decomposing it into three different terms: a part correlated on the two receivers, an uncorrelated part and an ambient noise term. This paper shows that the uncorrelated part and the noise term can be merged into a unique, random term damaging the measurement performance. Concerning the correlated part, its modulus can be modeled either as a random or a constant variable according to the type of underwater acoustic application. The existence of these two statistical behaviors is verified on real data collected from different underwater scenarios such as a horizontal emitter-receiver communication and a bathymetric seafloor survey. The physical understood of the resulting phase distributions makes it possible to model and simulate the interferometric-signal variance (associated with the measurement accuracy) according to the underwater applications through simple hypotheses.
Publié le : 2009-04-05
Classification:  Bathymetric measurement,  Modeling,  Signal decomposition,  Phase statistics,  Interferometry,  Multilook fusion,  [INFO.INFO-DS]Computer Science [cs]/Data Structures and Algorithms [cs.DS],  [INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation,  [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST],  [SPI.ACOU]Engineering Sciences [physics]/Acoustics [physics.class-ph],  [SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing,  [STAT.TH]Statistics [stat]/Statistics Theory [stat.TH]
@article{hal-00485297,
     author = {LLORT PUJOL, Gerard and SINTES, Christophe},
     title = {Statistical modeling of interferometric signals in underwater applications},
     journal = {HAL},
     volume = {2009},
     number = {0},
     year = {2009},
     language = {en},
     url = {http://dml.mathdoc.fr/item/hal-00485297}
}
LLORT PUJOL, Gerard; SINTES, Christophe. Statistical modeling of interferometric signals in underwater applications. HAL, Tome 2009 (2009) no. 0, . http://gdmltest.u-ga.fr/item/hal-00485297/