scholarly journals An Instance-Specific Parameter Tuning Approach Using Fuzzy Logic for a Post-Processing Topological Map-Matching Algorithm

2018 ◽  
Vol 10 (4) ◽  
pp. 87-97 ◽  
Author(s):  
Carola Blazquez ◽  
Jana Ries ◽  
Pablo Andres Miranda ◽  
Roberto Jesus Leon
Keyword(s):  
Fuzzy Logic ◽  
Parameter Tuning ◽  
Map Matching ◽  
Post Processing ◽  
Topological Map ◽  
Matching Algorithm ◽  
Specific Parameter

A Map Matching Algorithm for Vehicle Based on BeiDou Short-Message Communication

2014 ◽  
Vol 556-562 ◽  
pp. 5060-5063
Author(s):  
De Xin Yu ◽  
Xin Zhao
Keyword(s):  
Fuzzy Logic ◽  
Short Message ◽  
Map Matching ◽  
Matching Algorithm ◽  
Matching Error ◽  
Message Communication ◽  
Communication Function

In this paper, there is an existing map-matching algorithm on the lack of accuracy, combined with the specific short-message communication function which developed by China's own BeiDou navigation satellites, and then there is proposed a new map matching algorithm for vehicle based on BeiDou Short-Message communication. The algorithm makes up for the shortcomings of existing map matching algorithms, and effectively reduce the matching error, especially for city complex sections, including the main and auxiliary road, the viaduct etc. Finally, this paper validates by comparing the new algorithm with the mature matching algorithm based on fuzzy logic. After verification, it proves that the proposed algorithm can improve the precision of map matching, especially for city complex sections of the map, and the effect is more significant.

Advanced Topological Map Matching Algorithm Based on D–S Theory

2017 ◽  
Vol 43 (8) ◽  
pp. 3863-3874 ◽  
Author(s):  
Xiangmo Zhao ◽  
Xin Cheng ◽  
Jingmei Zhou ◽  
Zhigang Xu ◽  
Nilanjan Dey ◽  
...  
Keyword(s):  
Map Matching ◽  
Topological Map ◽  
Matching Algorithm

scholarly journals A High Accuracy Fuzzy Logic Based Map Matching Algorithm for Road Transport

2006 ◽  
Vol 10 (3) ◽  
pp. 103-115 ◽  
Author(s):  
Mohammed A. Quddus ◽  
Robert B. Noland ◽  
Washington Y. Ochieng
Keyword(s):  
Fuzzy Logic ◽  
Road Transport ◽  
High Accuracy ◽  
Map Matching ◽  
Matching Algorithm

A Map Matching Algorithm Based on Fuzzy Logic

2014 ◽  
Vol 722 ◽  
pp. 316-320
Author(s):  
Liang Ma
Keyword(s):  
Fuzzy Logic ◽  
Iterative Algorithm ◽  
Map Matching ◽  
Matching Algorithm ◽  
Navigation Data

First in this paper, we will introduce a map matching algorithm based on fuzzy logic, and how we use it to fuse the navigation data. Then we will introduce a kind of iterative algorithm what we use to optimize the parameters of the map matching algorithm we mentioned before. So we can improve the precision of our map matching algorithm.

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