Title :
Interest-based content delivery in wireless mesh networks with hybrid antenna mode
Author :
Chenlei Pan ; Bo Liu ; Haibo Zhou ; Lin Gui ; Jiacheng Chen
Author_Institution :
Dept. of Electron. Eng., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
Driven by the great performance improvement using flexible combination of omnidirectional and directional antennas, wireless mesh networks (WMNs) with hybrid antenna mode have become a promising technology for providing users with better network service. Since multimedia contents account for most of the network traffic, content delivery is a big issue when designing network protocols. By combining the use of both directional and omnidirectional antennas, the performance of content delivery in WMNs can be improved. Currently, research works have shown that the relationship between nodes´ interests in the network reveals the small-world pattern, so we can analyze nodes´ interests and design optimal mechanism to deliver contents based on their interests. In this paper, we use the interest-sharing graph to capture the similarities between nodes´ interests. Based on the interesting-sharing graph, we cluster nodes in the network using graph partitioning algorithm. The purpose of clustering is to make nodes in the same cluster share similar interests. After clustering nodes, we design a content delivery mechanism in WMNs which takes advantage of both omnidirectional and directional antennas. The simulation results show that our proposed content delivery mechanism can adapt to the WMNs and performs better than using omnidirectional or directional antennas only.
Keywords :
graph theory; omnidirectional antennas; protocols; wireless mesh networks; WMN; directional antennas; graph partitioning algorithm; hybrid antenna mode; interest based content delivery; interest sharing graph; multimedia contents; network protocols; network service; omnidirectional antennas; optimal mechanism; small world pattern; wireless mesh networks; Clustering algorithms; Delays; Directional antennas; Network topology; Omnidirectional antennas; Partitioning algorithms; Routing;
Conference_Titel :
Wireless Communications and Signal Processing (WCSP), 2014 Sixth International Conference on
Conference_Location :
Hefei
DOI :
10.1109/WCSP.2014.6992178