DocumentCode :
2816279
Title :
Ant mobility model platform for network simulator
Author :
Liao, Hsien-Chou ; Ting, Yi-Wei ; Yen, Shih-Hsuan ; Yang, Chou-Chen
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Chaoyang Univ. of Technol., Taiwan
Volume :
2
fYear :
2004
fDate :
5-7 April 2004
Firstpage :
380
Abstract :
Various ad hoc routing algorithms were proposed to increase the performance in ad hoc network. In order to estimate the performance of routing algorithms, they always simulate in ad hoc network environment, and a mobility model is also used for network simulation. There are two types of mobility models: trace and synthetic models. Trace models are more accurate than synthetic ones, and their simulation results are more accurate, too. However, new routing network environments are not easily modeled if traces have not yet been created. That is why most of the simulations are based on synthetic models. We implement, a tool for generating a special trace model, called ant mobility model. We mimic the ants´ movements of an ant colony. The movement is similar to the workers in a store. We focus on the integration between the ant mobility model and the network environment. When users setup the parameters for generating an ant mobility model, the generated model can be used directly in the network environment. In order to illustrate the feasibility of ant mobility model, it is compared with the random waypoint mobility model based on the same routing algorithm, AODV, by using NS-2 simulator. Three major performance metrics, throughput, network latency, and control overhead message, are estimated. As we expected, these three metrics of the ant mobility model are better than that of the random waypoint mobility model. We suggest that a trace model, like ant mobility model, should be integrated quickly with the network environment in the same way.
Keywords :
ad hoc networks; digital simulation; mobile computing; mobile radio; optimisation; performance evaluation; telecommunication network routing; AODV routing algorithm; NS-2 simulator; ad hoc routing algorithm; ant mobility model; control overhead message; network latency; network simulator; performance metrics; random waypoint mobility model; synthetic model; throughput; trace model; Ad hoc networks; Bandwidth; Chaos; Computational modeling; Computer science; Measurement; Network topology; Routing protocols; Throughput; Wireless networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Technology: Coding and Computing, 2004. Proceedings. ITCC 2004. International Conference on
Print_ISBN :
0-7695-2108-8
Type :
conf
DOI :
10.1109/ITCC.2004.1286668
Filename :
1286668
Link To Document :
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