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Spatial Index Structures for Modern Storage Devices: A Survey
IEEE Transactions on Knowledge and Data Engineering, 2023To optimize the processing of spatial queries, there is an increasing interest in combining spatial index structures with modern storage devices like flash-based Solid State Drives, PCM, and 3D Xpoint.
A. Carniel, C. D. Aguiar
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SPRIG: A Learned Spatial Index for Range and kNN Queries
International Symposium on Spatial and Temporal Databases, 2021A corpus of recent work has revealed that the learned index can improve query performance while reducing the storage overhead. It potentially offers an opportunity to address the spatial query processing challenges caused by the surge in location-based ...
Song-Nian Zhang +3 more
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Proceedings of the First IEEE International Conference on Pervasive Computing and Communications, 2003. (PerCom 2003)., 2004
With the advent of wireless networking and personal digital devices, the population of mobile users will increase significantly. Broadcasting is particularly suitable for environments having a large number of clients. In this paper, we study the query processing of some typical location-dependent queries, such as window queries and kNN queries, in a ...
ZHENG, Baihua +2 more
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With the advent of wireless networking and personal digital devices, the population of mobile users will increase significantly. Broadcasting is particularly suitable for environments having a large number of clients. In this paper, we study the query processing of some typical location-dependent queries, such as window queries and kNN queries, in a ...
ZHENG, Baihua +2 more
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LISA: A Learned Index Structure for Spatial Data
SIGMOD Conference, 2020In spatial query processing, the popular index R-tree may incur large storage consumption and high IO cost. Inspired by the recent learned index [17] that replaces B-tree with machine learning models, we study an analogy problem for spatial data.
Pengfei Li +4 more
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G*-Tree: An Efficient Spatial Index on Road Networks
IEEE International Conference on Data Engineering, 2019In this paper, we propose an efficient hierarchical index, G*-tree, to optimize spatial queries on road networks. Most existing graph indexes can only support one kind of query, and thus we need to build multiple indexes on a road network to handle ...
Zijian Li, Lei Chen, Yue Wang
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Enhanced Reconfigurable Intelligent Surface-Assisted Spatial Index Modulation
IEEE Transactions on CommunicationsReconfigurable intelligent surface (RIS)-assisted spatial index modulation (SIM) is a promising candidate for future wireless communication systems due to its high energy and spectrum efficiencies.
Bo An +6 more
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Generalized Spatial Modulation With Multi-Index Modulation
IEEE Communications Letters, 2020In this letter, we propose a novel scheme extending index dimension with two distinct signal constellations, named as generalized spatial modulation with multi-index modulation (GSM-MIM).
Yi-Ju Zhan, Fuchun Huang
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Spatial indexicalities and spatial pragmatics
2012This paper argues for a rapprochement between the two hitherto entirely separate linguistic research traditions that have as their topic the relationship of space and language. This is on the one hand research on spatial deixis, which focuses on how languages are equipped to deal with location and manoeuvring in space.
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Spatial Indexing for Video Databases
Journal of Visual Communication and Image Representation, 1996Abstract Spatial reasoning techniques based on 2D string systems have been successfully applied to indexing pictorial databases. We demonstrate how similar techniques may be extended to represent video sequences, and how this representation may be compressed. Query schemes for both single frame queries, and full subsequence queries are presented. The
Kim Shearer +2 more
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A Spatial Livability Index for dense urban centers
, 2020This article introduces a Spatial Livability Index based on geographically weighted principal component analysis. We study the case of 203 subzones in Singapore which are dense geographic boundaries in terms of population and built-up area. These regions
Francisco Benita +2 more
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