DZI: An Air Index for Spatial Queries in One-dimensional Channels - LIRMM - Laboratoire d’Informatique, de Robotique et de Microélectronique de Montpellier Access content directly
Journal Articles Data and Knowledge Engineering Year : 2019

DZI: An Air Index for Spatial Queries in One-dimensional Channels

Alexis Joly
Patrick Valduriez

Abstract

The wireless data broadcast environment characteristics cause the data to be delivered sequentially via one-dimensional channels. A space-filling curve has been proposed for recent wireless data broadcast environments. However, air indexing introduces various problems, including the increase in the size of the index, conversion costs, and an increase in the search space because of an inefficient structure. In this paper, we propose a distribution-based Z-order air index and query processing algorithms suitable for a wireless data broadcast environment. The proposed index organizes the object identification (hereafter called ID) hierarchically only in terms of objects that are present. We compare the proposed technique with the well-known spatial indexing technique DSI by creating equations that represent the access time and tuning time, followed by conducting a simulation-based performance evaluation. The results from experimental show that our proposed index and algorithms support efficient query processing in both range queries and K-nearest neighbor queries.
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Dates and versions

lirmm-02386429 , version 1 (29-11-2019)

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Kwangjin Park, Alexis Joly, Patrick Valduriez. DZI: An Air Index for Spatial Queries in One-dimensional Channels. Data and Knowledge Engineering, 2019, 124, pp.101748. ⟨10.1016/j.datak.2019.101748⟩. ⟨lirmm-02386429⟩
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