DocumentCode
160621
Title
Reverse Nearest Neighbour by Region on Mobile Devices
Author
Adhinugraha, Kiki Maulana ; Taniar, D. ; Santiago, Maria Indrawan ; Latjuba, Dirda M. K.
Author_Institution
Fac. of Inf. Technol., Monash Univ., Melbourne, VIC, Australia
fYear
2014
fDate
13-16 May 2014
Firstpage
457
Lastpage
464
Abstract
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.
Keywords
mobile handsets; RNN queries; bichromatic reverse nearest neighbour region; closed wireless network; contact zone algorithm; hardware specifications; heavyweight algorithm; lightweight approach; mobile device hardware; query point; Global Positioning System; Hardware; Mobile communication; Mobile handsets; Servers; Wireless networks; Mobile Devices; Mobile Networks; Reverse Nearest Neighbour;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Information Networking and Applications (AINA), 2014 IEEE 28th International Conference on
Conference_Location
Victoria, BC
ISSN
1550-445X
Print_ISBN
978-1-4799-3629-8
Type
conf
DOI
10.1109/AINA.2014.57
Filename
6838700
Link To Document