||USING VECTOR QUANTIZATION ALGORITHM FOR THE DEVELOPMENT OF DETECTION TECHNIQUE FOR SIGNAL SEISMOACOUSTIC
||A.A. Pankov, V.A. Dudkin
||SECTION III. ALGORITHMIC AND THE SOFTWARE
||05, 2012 @en
The main task of rapidly deployable means of detection is the noise-immune detection of moving vehicles. Given the complexity of the task and requirements of high reliability of operation, rapidly deployable means of detection is realized by a combination of different physical principles. This article discusses the development of the method detection algorithm for ground-based military equipment seismic acoustic signal reveals the advantages of the method compared with the
threshold method of construction. On the basis of the method detection algorithm developed by ground equipment, an evaluation of the effectiveness of the algorithm and its adaptability to changes in the source database signals. For the problem of automatic tuning algorithm is proposed to use a structured database of labeled signals, as well as a selection of marked seismic characteristics of the formed base.
||Acoustics; seismicity; equipment detection; decision-making scheme; vector quantization.
||1. Teuvo Kohonen. Self-Organizing Maps. – 3d edition Springer – Verlag Berlin Heidelberg New York.