An Estimation Algorithm of Target Location and Scattered Waveforms for UWB Pulse Radar Systems

• SAKAMOTO Takuya

  Department of Communications and Computer Engineering, Graduate School of Informatics, Kyoto University

• SATO Toru

  Department of Communications and Computer Engineering, Graduate School of Informatics, Kyoto University

抄録

Radars utilizing ultra-wide-band (UWB) pulses are attractive as an environment measurement method for various applications including household robots. Suitable filtering is essential for accurate ranging, which requires an accurate wave form estimation. This paper presents a high-resolution algorithm of estimating target location and scattered waveforms, whose accuracies are interdependent. The technique relies on iterative improvements of estimated wave forms. Description of the algorithm is followed by statistical simulation examples. The performance of the algorithm is contrasted with conventional ones and statistical bounds. Results indicate that our proposed algorithm has a remarkable performance, which is close to the theoretical limit. Next, we clarify the problem of applying HCT to multiple targets. HCT for multiple targets can not be used as an estimated wave form because of interference waves from other targets. We propose an interference suppression algorithm based on a neural network, and show an application example of the algorithm.

収録刊行物

• IEICE transactions on communications

  IEICE transactions on communications 87 (6), 1631-1638, 2004-06-01

  一般社団法人電子情報通信学会

キーワード

• UWB pulse radar
• radar imaging
• waveform estimation
• non-parametric estimation
• neural network

詳細情報

• CRID: 1572543027201444480
• NII論文ID: 110003222402
• NII書誌ID: AA10826261
• ISSN: 09168516
• 本文言語コード: en
• データソース種別:
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