Title :
A hierarchical algorithm for nearfield acoustic imaging
Author :
Peake, Michael ; Karan, Mehmet ; Gray, Doug
Author_Institution :
Cooperative Res. Centre for Sensor Signal & Inf. Process., Mawson Lakes, SA, Australia
Abstract :
This paper presents a computationally efficient hierarchical nearfield imaging algorithm using a delay and sum beamformer with a random array via pulse-echo techniques. In the conventional imaging of nearfield sources, signals from multiple sensors are delayed and summed to focus at points in the imaging volume. However, the computational burden of implementing the conventional algorithm for arrays with a large number of receivers, due to the distance calculations, requires new suboptimal algorithms. The algorithm described in this paper reduced computational time balanced against a reasonable memory requirement. The key principle of this algorithm is to implement the delay and sum by grouping receivers into various subarrays in a number of stages. Mirroring the hierarchy of subarrays is a decomposition of imaging volume beginning with large voxels and progressively reducing the voxel size. This algorithm introduces two main changes to the conventional algorithm which are (i) subsampling of the received data, which is then compensated by phase interpolations, (ii) a hierarchy of subarrays and subvolumes to combine the data from all the receivers. Comparison of the conventional and the hierarchical algorithms are done in terms of their point spread functions
Keywords :
acoustic arrays; acoustic imaging; acoustic receivers; acoustic signal processing; array signal processing; interpolation; computational burden; computational time reduction; delay and sum beamformer; distance calculations; hierarchical algorithm; imaging volume; memory requirement; multiple sensor signals; nearfield acoustic imaging; phase interpolations; point spread functions; pulse-echo techniques; random array; received data; receiver subarrays; suboptimal algorithms; subsampling; voxels; Acoustic imaging; Acoustic sensors; Australia; Delay; Frequency; Image sensors; Pulse modulation; Sensor arrays; Signal resolution; Transmitters;
Conference_Titel :
Statistical Signal and Array Processing, 2000. Proceedings of the Tenth IEEE Workshop on
Conference_Location :
Pocono Manor, PA
Print_ISBN :
0-7803-5988-7
DOI :
10.1109/SSAP.2000.870219