光电技术应用
光電技術應用
광전기술응용
ELECTRO-OPTIC WARFARE & RADAR PASSIVE COUNTERMEASURES
2015年
4期
39-42
,共4页
牛康%周城旭%李平%王冬霞
牛康%週城旭%李平%王鼕霞
우강%주성욱%리평%왕동하
交互式多模型%粒子滤波%声源跟踪
交互式多模型%粒子濾波%聲源跟蹤
교호식다모형%입자려파%성원근종
interacting multiple model%particle filter%acoustic source tracking
交互式多模型粒子滤波是一种融合了交互式多模型和粒子滤波的目标跟踪算法。为了便于对交互式多模型粒子滤波算法在声源跟踪的性能分析,首先阐述了交互式多模型粒子滤波算法的原理;然后对整个算法用到的关键参数进行了分析并对改进算法进行了归纳整理;最后对交互式多模型粒子滤波在声源跟踪当中的应用进行了仿真并指出未来的研究方向。
交互式多模型粒子濾波是一種融閤瞭交互式多模型和粒子濾波的目標跟蹤算法。為瞭便于對交互式多模型粒子濾波算法在聲源跟蹤的性能分析,首先闡述瞭交互式多模型粒子濾波算法的原理;然後對整箇算法用到的關鍵參數進行瞭分析併對改進算法進行瞭歸納整理;最後對交互式多模型粒子濾波在聲源跟蹤噹中的應用進行瞭倣真併指齣未來的研究方嚮。
교호식다모형입자려파시일충융합료교호식다모형화입자려파적목표근종산법。위료편우대교호식다모형입자려파산법재성원근종적성능분석,수선천술료교호식다모형입자려파산법적원리;연후대정개산법용도적관건삼수진행료분석병대개진산법진행료귀납정리;최후대교호식다모형입자려파재성원근종당중적응용진행료방진병지출미래적연구방향。
The interacting multiple model particle filter which combined by interacting multiple model and particle filter is applied in tracking maneuvering target. In order to analyze the performances of the interacting mul?tiple model particle filter algorithm in the acoustic source tracking, the principle of the interacting multiple model particle filter algorithm is introduced at first. And then, the key parameters used in the algorithm are analyzed and the improved algorithm is concluded. Finally, the application of interacting multiple model particle filter in acoustic source tracking is simulated and the future research directions are pointed out.