지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국전자파학회JEES Journal of Electromagnetic Engineering And Science Journal of Electromagnetic Engineering And Science Vol.22 No.1
- 발행연도
- 2022.1
- 수록면
- 48 - 55 (8page)
이용수
초록· 키워드
오류제보하기
The classification of radar targets and clutter has been the subject of much research. Recently, artificial intelligence technology has been favored; its accuracy has been drastically improved by the incorporation of neural networks and deep learning techniques. In this paper, we consider a recurrent neural network that classifies targets and clutter sequentially measured by a weapon location radar. A raw dataset measured by a Kalman filter and an extended Kalman filter was used to train the network. The dataset elements are time, position, radial velocity, and radar cross section. To reduce the dimension of the input features, a data conversion scheme is proposed. A total of four input features were used to train the classifier and its accuracy was analyzed. To improve the accuracy of the trained network, a combined classifier is proposed, and its properties are examined. The feasibility of using the individual and combined classifiers as a real-time clutter filter is investigated.
목차
Abstract
I. INTRODUCTION
II. DATA PREPARATION
III. TRAINING NETWORK AND PERFORMANCE ASSESSMENT
IV. CONCLUSION
REFERENCES
참고문헌 (0)
참고문헌 신청함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
Efficient Clutter Cancellation Algorithm Based on a Suppressed Clutter Map for FMCW Radar Systems
Journal of Electromagnetic Engineering And Science
2023 .09
-
차량용 레이다에 대한 속도 기반 지표면 클러터 제거
대한전자공학회 학술대회
2021 .11
-
Adaptive Gaussian Model Based Ground Clutter Mitigation Method for Wind Profiler
멀티미디어학회논문지
2019 .12
-
Comparison of Neural Network Architecture for the Detection of Clutter in Automotive Radar Data
제어로봇시스템학회 국제학술대회 논문집
2023 .10
-
Design Considerations of Real-time Radar Sensor Modeling for Unmanned Surface Vehicle (USV)
제어로봇시스템학회 국제학술대회 논문집
2021 .10
-
보행자 탐지용 차량용 레이더 신호처리 알고리즘 구현 및 검증
한국자동차공학회논문집
2017 .01
-
A Novel Technique for Contrast Target Detection in Through-the-Wall Radar Images
Journal of Electromagnetic Engineering And Science
2022 .05
-
Radar-based Security System: Implementation for Cluttered Environment
전기전자학회논문지
2015 .06
-
Sea Clutter Covariance Matrix Estimation and Its Application to Whitening Filter
Journal of Electromagnetic Engineering And Science
2021 .04
-
항공기 레이다를 위한 모의 지상 클러터 신호의 실시간 생성 방법 개발
한국전자파학회논문지
2016 .02
-
Improvement of Detection Ranges for Targets in Sidelobe Clutter Surroundings by Sigma-Delta STAP for Airborne Radars
Journal of Electromagnetic Engineering And Science
2019 .10
-
Modeling of Monopulse Radar Signals Reflected from Ground Clutter in a Time Domain Considering Doppler Effects
Journal of Electromagnetic Engineering And Science
2020 .07
-
Comparison of Real Experimental and Simulated RCS of Flying Artillery Projectile
Journal of Electromagnetic Engineering And Science
2023 .03
-
지면 기반 레이다에 대한 지표면 클러터 RCS 분석
한국전자파학회논문지
2018 .06
-
Google Earth를 이용한 통계적인 Clutter loss 계산
한국통신학회 학술대회논문집
2018 .06
-
기상 클러터 효과를 고려한 표면 클러터 반사신호 모노펄스 레이다 공대지 신호 생성
한국전자파학회논문지
2022 .08
-
A Study of Image Classification using HMC Method Applying CNN Ensemble in the Infrared Image
Journal of Electrical Engineering & Technology
2018 .05
-
A study on cable clutter separating and picking
대한전자공학회 학술대회
2020 .08
-
항공기용 레이다를 위한 효율적인 클러터 모의 방법
한국정보통신학회논문지
2019 .09
-
지면 레이다 클러터 신호의 특성 및 생성 방법
한국전자파학회논문지
2023 .02
이 논문의 저자 정보
최근 본 자료
댓글(0)
0