Title :
Sensor array approach to nonwave field processing
Author :
Turchin, Victor I. ; Gershman, Alex B.
Author_Institution :
Inst. of Appl. Phys., Acad. of Sci., Nizhny Novgorod, Russia
Abstract :
The application of sensor array processing methods for estimation and localization of wavefield sources is well-known. We extend the sensor array processing approach to estimating the parameters of the fields of a nonwave nature (the so-called nonwave fields). Considering the static and diffusion fields as typical examples of nonwave field, we derive the Cramer-Rao bounds of source parameter estimation errors. These theoretical results are completed by the experimental results of localization of diffusion sources in distilled water by a chemical sensor array, showing potentially high performance of sensor array approach. A modified version of the well-known CLEAN deconvolution algorithm has been used for experimental data processing. The nonwave field sensor array processing can find various applications such as localization of pollution sources and another types of admixtures, detection of metallic masses and wandering currents, etc
Keywords :
array signal processing; chemical sensors; deconvolution; diffusion; parameter estimation; pollution; water; CLEAN deconvolution algorithm; Cramer-Rao bounds; admixtures; chemical sensor array; diffusion fields; diffusion sources; distilled water; experimental data processing; experimental results; metallic masses detection; nonwave field processing; pollution sources; sensor array processing; source parameter estimation errors; static fields; wandering currents; wavefield sources estimation; wavefield sources localization; Array signal processing; Chemical sensors; Data processing; Parameter estimation; Physics; Pollution measurement; Sensor arrays; Sensor phenomena and characterization; Signal processing algorithms; Water resources;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on
Print_ISBN :
0-7803-2431-5
DOI :
10.1109/ICASSP.1995.478482