Title :
A kNN search protocol using a Voronoi diagram in wireless broadcast environments
Author :
Yeh, Wei-Chi ; Liu, Chuan-Ming ; Ho, Kai-Yun
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Nat. Taipei Univ. of Technol., Taipei, Taiwan
Abstract :
Data broadcasting is an effective way to disseminate information to a large amount of mobile clients in wireless mobile environments. The k nearest neighbor (kNN) search is one of the important location-based services. In this paper, we propose kNN search protocols using data broadcasting. We consider how the server generates the broadcast schedule with a Voronoi diagram and how the client can efficiently execute the query process in terms of latency (time interval from issuing and terminating a query) and tuning time (time spent on listening to the broadcast). Our proposed kNN search protocols will not use an index. Instead, the proposed protocols use some additional information for each broadcast data and consider the locality of data points. The effectiveness of the proposed protocols will be verified by proofs and a simulation.
Keywords :
computational geometry; mobile radio; protocols; query processing; radio broadcasting; radio direction-finding; search problems; Voronoi diagram; information dissemination; k nearest neighbor search protocol; kNN search protocol; location-based services; mobile clients; query process; wireless broadcast environment; wireless mobile environment; Access protocols; Broadcast technology; Broadcasting; Delay; Energy consumption; Mobile computing; Nearest neighbor searches; Query processing; Scheduling; Wireless application protocol;
Conference_Titel :
Mobile Adhoc and Sensor Systems, 2009. MASS '09. IEEE 6th International Conference on
Conference_Location :
Macau
Print_ISBN :
978-1-4244-5113-5
DOI :
10.1109/MOBHOC.2009.5337023