Title :
Adaptive Location-Oriented Content Delivery in Delay-Sensitive Pervasive Applications
Author :
Zhang, Yu ; Wu, Zhibin ; Trappe, Wade
Author_Institution :
WINLAB, State Univ. of New Jersey, North Brunswick, NJ, USA
fDate :
3/1/2011 12:00:00 AM
Abstract :
In this paper, we introduce a delay-sensitive service that involves transmitting large amounts of location-based data to nodes at multiple locations. Given a limited amount of access points (APs) and an abundance of service requests that result from the nodes moving around, a typical content delivery service would inevitably introduce considerable delay. To solve this problem, we analyze the movement pattern of mobile nodes and approximate it as a semi-Markov process. Based on this model, we explore different components of the underlying service delay and propose that APs should use a multicast strategy to minimize the queuing delay component. Furthermore, we demonstrate the feasibility of employing nodes, which already have their own local copies of location-relevant data, to relay such data to other nodes by employing one or multiple communication channels. Lastly, we examine the resulting algorithms and study their performance relative to baseline content-delivery schemes through simulations.
Keywords :
mobility management (mobile radio); multicast communication; multimedia communication; queueing theory; wireless channels; adaptive location oriented content delivery service; baseline content delivery scheme; delay sensitive pervasive application; location relevant data; location-based data; mobile nodes; multicast strategy; multiple communication channel; queuing delay component; semi-Markov process; service request abundance; Batteries; Delay; Interference; Mobile communication; Mobile computing; Servers; Wireless communication; Location-dependent and sensitive; pervasive computing; wireless sensor networks.;
Journal_Title :
Mobile Computing, IEEE Transactions on
DOI :
10.1109/TMC.2010.167