系统工程与电子技术
繫統工程與電子技術
계통공정여전자기술
SYSTEMS ENGINEERING AND ELECTRONICS
2014年
7期
1291-1297
,共7页
孙忠胜%王俊%毕严先%袁常顺%张耀天
孫忠勝%王俊%畢嚴先%袁常順%張耀天
손충성%왕준%필엄선%원상순%장요천
雷达%广义S变换%多人体目标%微多普勒
雷達%廣義S變換%多人體目標%微多普勒
뢰체%엄의S변환%다인체목표%미다보륵
radar%generalized S transform%multi-human object%micro-Doppler signature
微多普勒特征是运动目标的独特特征,可为目标分类识别提供依据。人体行走是典型的非刚体运动,其雷达回波中包含多个频率分量,且分量之间频率重叠严重,因此对其进行微多普勒特征分析难度较大。首先构建人体行走模型及其雷达回波模型,然后以广义 S 变换为分析工具,对人体主要部位、单人行走和两人行走进行微多普勒特征分析,提出应该以脚部、小腿和躯干部的微多普勒特征作为人体行走识别的主要特征,为后续深入研究人体微多普勒特征奠定了基础。
微多普勒特徵是運動目標的獨特特徵,可為目標分類識彆提供依據。人體行走是典型的非剛體運動,其雷達迴波中包含多箇頻率分量,且分量之間頻率重疊嚴重,因此對其進行微多普勒特徵分析難度較大。首先構建人體行走模型及其雷達迴波模型,然後以廣義 S 變換為分析工具,對人體主要部位、單人行走和兩人行走進行微多普勒特徵分析,提齣應該以腳部、小腿和軀榦部的微多普勒特徵作為人體行走識彆的主要特徵,為後續深入研究人體微多普勒特徵奠定瞭基礎。
미다보륵특정시운동목표적독특특정,가위목표분류식별제공의거。인체행주시전형적비강체운동,기뢰체회파중포함다개빈솔분량,차분량지간빈솔중첩엄중,인차대기진행미다보륵특정분석난도교대。수선구건인체행주모형급기뢰체회파모형,연후이엄의 S 변환위분석공구,대인체주요부위、단인행주화량인행주진행미다보륵특정분석,제출응해이각부、소퇴화구간부적미다보륵특정작위인체행주식별적주요특정,위후속심입연구인체미다보륵특정전정료기출。
Micro-Doppler signature is a unique signature of an object in motion,and can provide reasons for object classification and recognition.Human walking is a typical non-rigid motion,and there are many compo-nents with different frequencies overlapping seriously with each other in its radar echoes.So it is difficult to ana-lyze walking human’s micro-Doppler signatures.First,the human walking model and its radar echo model are constructed,then the micro-Doppler signatures of main body parts,single human walking and two human walk-ing are analyzed with the generalized S transform(GST)as the time-frequency analysis tool,and the view that taking the micro-Doppler signatures of feet,calves,and torsos as the main signatures of human walking recogni-tion is proposed,which lies a foundation for further study of human micro-Doppler signatures in future.