In this paper, an adaptive time-delay neural network (ATDNN) classifier based on high resolution radar down range profiles is proposed for use in aircraft target recognition, and a peak-based feature extraction technique for the range profiles is introduced. The results of experiments show that the average correct recognition rate of scale model aircrafts is 87.6% under the condition of three kinds of aircrafts.


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    Titel :

    Aircraft target recognition using adaptive time-delay neural network


    Beteiligte:
    Xiao Huaitie (Autor:in) / Zhuang Zhaowen (Autor:in) / Chen Zhenpin (Autor:in) / He Songhua (Autor:in) / Guo Biao (Autor:in)


    Erscheinungsdatum :

    01.01.1997


    Format / Umfang :

    355743 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Aircraft Target Recognition Using Adaptive Time-Delay Neural Network

    Xiao, H. / Zhuang, Z. / Guo, B. et al. | British Library Conference Proceedings | 1997




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