现代信息科技2024，Vol.8Issue(2)：27-31,5.DOI:10.19850/j.cnki.2096-4706.2024.02.007
基于时空数据融合技术的人员轨迹预测系统设计
Design of Personnel Trajectory Prediction System Based on Spatio-temporal Data Fusion Technology
摘要
Abstract
Due to the randomness and subjectivity of human movement,predicting a person's future trajectory remains a challenging problem.This paper designs a personnel trajectory prediction system based on spatio-temporal data fusion technology to address the storage,fusion,and prediction of target multi-source historical trajectory data.Based on requirement analysis,the basic framework of the system is proposed and the underlying database is constructed;the fusion of multi-source trajectory data is achieved based on hesitant fuzzy sets;the prediction of target trajectory is achieved based on a multi-scale trajectory space LSTM integrated prediction model.关键词
轨迹预测/犹豫模糊集/LSTMKey words
trajectory prediction/hesitant fuzzy set/LSTM分类
信息技术与安全科学引用本文复制引用
李洪杰,董经纬..基于时空数据融合技术的人员轨迹预测系统设计[J].现代信息科技,2024,8(2):27-31,5.基金项目
2021年度江苏省重点研发计划(BE2021729) （BE2021729）
