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DTMC-based Modeling and Analysis of Obstacle Ad hoc Networks

DTMC-based Modeling and Analysis of Obstacle Ad hoc Networks
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摘要 One of the main characteristics of Ad hoc networks is node mobility, which results in constantly changing in network topologies. Consequently, the ability to forecast the future status of mobility nodes plays a key role in QOS routing. We propose a random mobility model based on discretetime Markov chain, called ODM. ODM provides a mathematical framework for calculating some parameters to show the future status of mobility nodes, for instance, the state transition probability matrix of nodes, the probability that an edge is valid, the average number of valid-edges and the probability of a request packet found a valid route. Furthermore, ODM can account for obstacle environment. The state transition probability matrix of nodes can quantify the impact of obstacles. Several theorems are given and proved by using the ODM. Simulation results show that the calculated value can forecast the future status of mobility nodes.
出处 《China Communications》 SCIE CSCD 2010年第5期83-92,共10页 中国通信(英文版)
基金 Acknowledgements This work is supported by the Postdoctoral Science Foundation of China under Grant No.20080431142.
关键词 Ad hoc network discrete time markov chain mobility model OBSTACLE 网络拓扑结构 状态转移概率矩阵 Ad 移动节点 建模 QoS路由 马尔可夫链 ODM
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