wangyanni
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- Professor
- Supervisor of Master's Candidates
- Name (Pinyin):wangyanni
- School/Department:信息与控制工程学院
- Education Level:With Certificate of Graduation for Doctorate Study
- Degree:Doctoral Degree in Engineering
- Professional Title:Professor
- Status:Employed
- Academic Titles:西安建筑科技大学信息与控制工程学院通信工程专业助教、讲师、副教授、教授
- Alma Mater:西北工业大学
- Discipline:Information and Communication Engineering
Other Contact Information
- Email：
- Paper Publications
The Analysis of Target Trajectory Based on Genetic Evolutionary and Particle Filter
Release time:2024-08-09 Hits:
- Affiliation of Author(s):信息与控制工程学院
- Journal:Telkomnika(Telecommunication Computing Electronics and Control)
- Key Words:中文关键字：目标轨迹；遗传算法；优先进化；粒子滤波，英文关键字：target trajectory; genetic algorithm; preferred ev
- Abstract:Aiming at the problem of trajectory recognition of moving objects in video surveillance, an analysis algorithm of the target trajectory based on genetic evolutionary and particle filter is presented, which is combined with genetic algorithm. Firstly generate initial parent particle population in the reference frame, use preferred evolution strategies of genetic algorithm, and select excellent particles of offspring. Then do not the corresponding calculations on the basis of crossover and mutation rules for the unselected particles until reach the number of iterations. At last, calculate object states by the weights of each particle and obtain the target trajectory. The new algorithm is not affected by the background changes. Compared with the existing algorithms, the simulation results show that it easy to realize and has more stable tracking effect.
- First Author:zhoujunni,wangyanni
- Indexed by:Journal paper
- Volume:卷：14
- Issue:期：3A
- Page Number:页：297-305
- Translation or Not:no
- Date of Publication:2016-09-01