Energy-efficient air-indices for shortest path and distance queries on road networks
Author(s)
Poon, Chung Keung
Author(s)
Zhu, C. J.
Lam, K.-Y.
Date Issued
2017
Publisher
Elsevier
Journal
Information Systems
Volume
71
Start page
182
End page
198
Abstract
Although various air-indices, e.g., Next Region (NR), have been proposed to support shortest path and distance queries at mobile clients on a road network, how to minimize the energy cost, which is dominated by the cost for obtaining traffic data from data broadcast, is still one of the most important performance objectives. Inspired by various preprocessing schemes in traditional computation models for shortest path queries that make use of special properties of road networks, we design in this paper a new air-index called the CH Index with the purpose of minimizing the energy cost for obtaining broadcasting data to perform shortest path and distance queries at mobile clients. Experimental evaluation shows that our CH Index is more energy efficient than the state-of-the-art index NR by an order of magnitude. We also extend the CH Index to the CHBN Index which provides a tradeoff between energy efficiency and response time for obtaining traffic data via a user tunable parameter. We show that CHBN gives shorter response time than CH while still being energy efficient.
SFU Affiliated Publication
Yes
Availability at SFU Library
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