中国科技核心期刊

中文核心期刊

CSCD来源期刊

空间控制技术与应用 ›› 2022, Vol. 48 ›› Issue (3): 102-108.doi: 10.3969/j.issn.1674 1579.2022.03.013

• 论文与报告 • 上一篇    下一篇

星载触发式瞬态目标智能感知算法

  

  1. 北京跟踪与通信技术研究所
  • 出版日期:2022-06-27 发布日期:2022-07-15
  • 基金资助:
    空间光电测量与智能感知实验室资质项目(LabSOMP-2018-02)

Intelligence Algorithm for Satellite Based Trigger Mode Detecting System of Transient Object


  • Online:2022-06-27 Published:2022-07-15
  • Supported by:

摘要: 星载触发式瞬态智能感知系统采用动态有效像素+传统积分型帧图探测的新解决方案,解决单一探测器对快速运动目标检测与识别等问题.星载触发式瞬态目标智能感知算法针对远距离瞬态暗弱高速目标的捕获、追踪和识别定位开展研究,采用脉冲神经网络与联合概率滤波算法,实现对目标进行智能检测、追踪和识别.

关键词: 星载触发式系统, 瞬态目标, 智能检测算法, 目标识别

Abstract: The trigger mode intelligence detection system of transient object adopts a new solution: dynamic vision sensor with traditional integral frame sensor. This solution solves the problems of fast moving object detection and recognition via a single sensor. This work studies the intelligence algorithm for fast moving dark objects’ detection, tracking and recognition. By designing the spiking neural network (SNN) de noising algorithm and joint probabilistic data association filter (JPDAF) algorithm, the intelligence object detection, tracking and recognition are achieved.

Key words: satellite based trigger mode system, transient object, intelligence detection algorithm, object recognition

中图分类号: 

  • V11