Title :
Cramer-Rao bounds of direction-of-arrival and distance estimation of a near-field incident source for an acoustic vector sensor: Gaussian source and polynomial-phase source
Author_Institution :
Dept. of Electr. & Comput. Eng., Duke Univ., Durham, NC, USA
fDate :
8/1/2012 12:00:00 AM
Abstract :
The near-field array manifold of the acoustic vector sensor was recently derived by Wu et al [see `the acoustic vector sensor`s near-field array manifold` in IEEE Trans. Signal Process.]. The CraméŕRao bounds (CRBs) of direction-of-arrival and distance estimation with a single pure tone were also derived therein. This study aims to investigate the estimation accuracy of the acoustic vector sensor in the near-field, through the CRBs analysis, by modelling the incident source as: (i) a Gaussian distributed random sequence, and (ii) a polynomial-phase signal. All the four different compositions of the acoustic vector sensor in the near-field are considered, and their ́closed-forḿ CRBs are derived.
Keywords :
Gaussian processes; acoustic transducers; direction-of-arrival estimation; polynomials; random sequences; Cramer-Rao bounds; Gaussian distributed random sequence; Gaussian source; acoustic vector sensor; direction-of-arrival estimation; distance estimation; estimation accuracy; near-field array manifold; near-field incident source; polynomial-phase signal; polynomial-phase source;
Journal_Title :
Radar, Sonar & Navigation, IET
DOI :
10.1049/iet-rsn.2011.0257