Title :
Access popularity based wireless broadcasting mechanism
Author :
Haw-Yun Shin ; Fu-Min Hsu ; Kuo-Hui Tsai ; Mao-Hsu Yen
Author_Institution :
Dept. of Comput. Sci. & Eng., Nat. Taiwan Ocean Univ., Keelung, Taiwan
Abstract :
This paper proposed a data broadcasting and searching algorithm called the windmill indexing algorithm (WIA). WIA provides a new data searching method for mobile devices and a novel data scheduling method for broadcast systems, which maintains favorable access latency of broadcast messages and simultaneously conserves mobile device energy. The WIA constructs index and data channels based on the access popularities of broadcasted messages. The index channel guides mobile devices in rapidly locating the nearest position of the desired message. To search for non-popular messages, the index channel leads MDs conduct a linear search directly in data channel. The numerical analysis and simulation results verify that when the difference of access popularities among broadcasted messages is large, the proposed WIA method attains extraordinary performance enhancements regarding energy conservation and access latency.
Keywords :
broadcasting; search problems; telecommunication scheduling; WIA; access latency; access popularities; broadcast messages; broadcast systems; data broadcasting algorithm; data channels; data scheduling method; data searching method; energy conservation; index channel; linear search; mobile devices; nonpopular messages; windmill indexing algorithm; Abstracts; Indexes; Wireless communication; Access latency; Energy conservation; Popularity; Wireless broadcasting;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2014 International Conference on
Conference_Location :
Lanzhou
Print_ISBN :
978-1-4799-4216-9
DOI :
10.1109/ICMLC.2014.7009093