Accurate and fast path computation in urban environments using region pruning strategies
Qing Song, Meng Li, Xiaolei Li · 2017
Accurate and fast path computation is essential for applications such as onboard navigation systems and traffic network routing. While a number of heuristic algorithms have been developed in the past few years for faster path queries, the accuracy of them are always far below satisfying. To facilitate accurate and fast routing applications, a three-level graph model is presented for structuring the urban road network, and a hierarchical path computation algorithm is then proposed, which benefits from the hierarchical graph model and utilizes a region pruning strategy to significantly reduce the search space without compromising the accuracy. The experimental evaluation on the real urban road network of New York City demonstrates the effectiveness of the proposed approach to generate optimal fast paths and to facilitate real-time routing applications.