Boena Kunka Tutor: dr in.. Jan Matuszewski The Application of Neural Networks in Radar Signals Recognition

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Neural Networks - application Construction of a arificial neuron bases on biological nerve cell*/12The Application of Neural Networks in Radar Signals RecognitionIssues of recognition are currently the most often used of neural networks application

1gApplying the neural networks in radioelectronics gives enormous possibilities of real-time information processing

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McCulloch-Pitts Neuron ModelThe Application of Neural Networks in Radar Signals Recognition*/12

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Neuron activation functions linear functionsigmoidal functionstep function*/12The Application of Neural Networks in Radar Signals Recognition

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Multilayer Perceptron */12The Application of Neural Networks in Radar Signals Recognition

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Learning the Neural Networks*/12The Application of Neural Networks in Radar Signals Recognitionwith a teacherwithout a teacher basing on the learning set the network learns the proper operation applied when the network responses are not known

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Minimum Distance Method Of Signal Recognition */12The Application of Neural Networks in Radar Signals Recognition- radiation source class- measure vector

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Neural Network and Classic Method Of Signal Recognition*/12The Application of Neural Networks in Radar Signals Recognitionthe quantity of klass: L=10the quantity of parametres: L=10standard deviation:The quantity of realizations for each class: n=100NEURAL NETWORK: - THREE-LAYER PERCEPTRON- 10 SUBNETWORKSCLASSIC METHOD: - MINIMUM DISTANCE CLASSIFIER

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Number Of Correct Classifications N.N. Neural NetworkST.R. Minimum Distance Method*/12The Application of Neural Networks in Radar Signals Recognition

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Probability Of Correct Classification*/12The Application of Neural Networks in Radar Signals RecognitionNEURAL NETWORKCLASSIC METHOD

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SummaryUse of neural networks instead of classic method for radar signals recognition is more effectiveModular network structure makes its development quick and easyApplication of the neural networks - promising*/12The Application of Neural Networks in Radar Signals Recognition

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*/12The Application of Neural Networks in Radar Signals Recognition

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