1. Matlab算法案例— 基于隐马尔科夫模型(HMM)的地图匹配(Map-Matching)
2. [智能交通]step2：隐马尔可夫地图匹配实践HMM Map-Matching
3. A Practical Guide to an Open‑Source Map‑Matching Approach for Big GPS Data
4. 地图匹配(隐马尔科夫，维特比算法（本质是动态规划）)
5. 【ST】地图匹配方法概述
6. 【论文细读】地图匹配领域经典论文《Hidden Markov Map Matching Through Noise and Sparseness》
7. 论文笔记：Map-Matching for low-sampling-rate GPS trajectories（ST-matching）
8. To solve the problem below: a.here Check the variables carefully….maybe there is a variable name ‘sc’…so, be careful..
9. The UDF in Spark.
10. 从隐式马尔科夫模型到地图匹配（上）
11. 从隐式马尔科夫模型到地图匹配（下）
12. paper: 路网匹配算法综述
13. 道路匹配MapMatching：HMM模型、维特比算法Viterbi、道路匹配基本算法ST、STD、IVVM算法介绍
14. https://cs.sjtu.edu.cn/~yzhu/reports/SJTU_CS_TR_201302001.pdf
15. 论文笔记：路网匹配算法综述

Open source Map Matching code:

1. FMM: Difficult installation!!!
2. Map Matching 2
3. mappymatch
4. ST-Matching (no links here)

pakages:

1. pyTrack
2. Leuven.MapMatching

Map Matching Visualization:

1. Folium: Modify Marker image
2. osm2gmns
3. Solve: AttributeError: ‘DataFrame’ object has no attribute ‘append’ pip install pandas==1.3.4