Title :
Effects of sensor placement on acoustic vector-sensor array performance
Author :
Hawkes, Malcolm ; Nehorai, Arye
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Illinois Univ., Chicago, IL, USA
fDate :
1/1/1999 12:00:00 AM
Abstract :
We consider the role played by the sensor locations in the optimal performance of an array of acoustic vector sensors, First we derive an expression for the Cramer-Rao bound on the azimuth and elevation of a single far-field source for an arbitrary acoustic vector-sensor array in a homogeneous wholespace and show that it has a block diagonal structure, i.e., the source location parameters are uncoupled from the signal and noise strength parameters. We then derive a set of necessary and sufficient geometrical constraints for the two direction parameters, azimuth and elevation, to be uncoupled from each other. Ensuring that these parameters are uncoupled minimizes the bound and means they are the natural or “canonical” location parameters for the model. We argue that it provides a compelling array design criterion. We also consider a bound on the mean-square angular error and its asymptotic normalization, which are useful measures in three-dimensional bearing estimation problems. We derive an expression for this bound and discuss it in terms of the sensors´ locations. We then show that our previously derived geometrical conditions are also sufficient to ensure that this bound is independent of azimuth. Finally, we extend those conditions to obtain a set of geometrical constraints that ensure the optimal performance is isotropic
Keywords :
array signal processing; direction-of-arrival estimation; maximum likelihood estimation; mean square error methods; sonar arrays; sonar signal processing; Cramer-Rao bound; MAXLE; acoustic pressure; acoustic vector-sensor array performance; arbitrary sensor array; array design criterion; asymptotic normalization; azimuth; beamforming; block diagonal structure; canonical location parameters; direction parameters; elevation; geometrical constraints; homogeneous wholespace; mean-square angular error; measurement model; optimal performance; sensor location; sensor placement effects; single far-field source; three-dimensional bearing estimation problems; uncoupled parameters; Acoustic arrays; Acoustic measurements; Acoustic sensors; Azimuth; Direction of arrival estimation; Particle measurements; Performance analysis; Pressure measurement; Sensor arrays; Velocity measurement;
Journal_Title :
Oceanic Engineering, IEEE Journal of