在移动设备上按区域反转最近邻居

Kiki Maulana, D. Taniar, M. Indrawan, Dirda M. K. Latjuba
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引用次数: 0

摘要

反向最近邻查询以重量级算法而闻名,由于验证对象需要大量计算,因此难以在移动设备中实现。由于移动设备硬件的快速发展以及解决反向近邻问题的新的轻量级方法,这一问题可以在移动设备中得到解决。在本文中,我们实现了Contact Zone算法,为移动设备上的特定查询点创建双色反向近邻区域。该模型是在一个封闭的无线网络中开发的,使用了不同硬件规格的各种类型的移动设备。我们的实验表明,区域RNN查询可以在移动设备上解决,不同的移动cpu在处理查询时没有显着的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reverse Nearest Neighbour by Region on Mobile Devices
Reverse Nearest Neighbour queries is known for the heavyweight algorithm that makes it difficult to be implemented in mobile devices due to high computations needed to verify the objects. Since the rapid development of mobile devices' hardware and also the new lightweight approach in solving the Reverse Nearest Neighbour problem, this problem can be solved in mobile devices. In this paper, we implemented the Contact Zone algorithm to create bichromatic reverse nearest neighbour region for a specific query point on mobile devices. The model is developed in a closed wireless network and various types of mobile devices with different hardware specifications are used. Our experiments show that RNN queries by region can be solved in mobile devices and different mobile CPUs do not give significant performance in processing the queries.
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