Back to Search
Start Over
Shortest Path Algorithm in Dynamic Restricted Area Based on Unidirectional Road Network Model
- Source :
- Sensors, Vol 21, Iss 203, p 203 (2021), Sensors (Basel, Switzerland), Sensors, Volume 21, Issue 1
- Publication Year :
- 2021
- Publisher :
- MDPI AG, 2021.
-
Abstract
- Accurate and fast path calculation is essential for applications such as vehicle navigation systems and transportation network routing. Although many shortest path algorithms for restricted search areas have been developed in the past ten years to speed up the efficiency of path query, the performance including the practicability still needs to be improved. To settle this problem, this paper proposes a new method of calculating statistical parameters based on a unidirectional road network model that is more in line with the real world and a path planning algorithm for dynamically restricted search areas that constructs virtual boundaries at a lower confidence level. We conducted a detailed experiment on the proposed algorithm with the real road network in Zhengzhou. As the experiment shows, compared with the existing algorithms, the proposed algorithm improves the search performance significantly in the condition of optimal path under the premise of ensuring the optimal path solution.
- Subjects :
- Mathematical optimization
Computer science
02 engineering and technology
Fast path
lcsh:Chemical technology
Biochemistry
Article
Analytical Chemistry
statistical parameter
0202 electrical engineering, electronic engineering, information engineering
lcsh:TP1-1185
Motion planning
Electrical and Electronic Engineering
navigation
Instrumentation
path planning
Network model
restrict search area
020206 networking & telecommunications
Dijkstra algorithm
Flow network
Atomic and Molecular Physics, and Optics
Path (graph theory)
Shortest path problem
unidirectional road network
020201 artificial intelligence & image processing
Routing (electronic design automation)
Dijkstra's algorithm
Subjects
Details
- Language :
- English
- ISSN :
- 14248220
- Volume :
- 21
- Issue :
- 203
- Database :
- OpenAIRE
- Journal :
- Sensors
- Accession number :
- edsair.doi.dedup.....20297bf4c8250183f89ffa25bb8fc3b3