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SAMR: Swarm Adaptive Multipath Routing Topology for Load Balancing and Congestion Endurance in Mobile Ad Hoc Networks

机译:SAMR:用于移动自组织网络中的负载平衡和拥塞持久性的群体自适应多路径路由拓扑

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Ad hoc networks consist of independent self structured nodes. Nodes utilize a wireless medium for exchange their message or data, as a result two nodes can converse in a straight one to one connection if and only if they are within every other's transmit range. Swarm intelligence presents to intricate activities so as to happen as of each easy exclusive behavior and exchanges, which is often experienced in nature, particularly amongst social insects such as ants. Although every individual (an ant) has small intelligence and just tags on basic rules by means of confined information that gained from the network domain, for instance ant's pheromone track arranging and following activities, widespread best activities, such as determining a shortest route, appear when they work jointly as a group. In this regard in our previous work we proposed a biologically inspired metaphor based path finding in mobile ad hoc networks that referred as Swarm Adaptive Hybrid Routing (SAHR). With the motivation gained from SAHR, here in this paper we propose a Swarm Adaptive Multiple paths routing (SAMR) topology. The aim is to perform the load balancing and congestion endurance. In this paper we utilize our previous proposed algorithm that inspired from Swarm Intelligence to get these characteristics. In a wide set of simulation tests, we evaluate our routing topology with SAHR, and show that it gets better performance over a wide range of diverse circumstances and for a number of various assessment evaluates. In particular, we demonstrate that it turns superior in load balancing and congestion endurance with dense networks.
机译:Ad hoc网络由独立的自结构化节点组成。节点利用无线介质交换其消息或数据,因此,当且仅当它们在彼此的传输范围内时,两个节点才能直接进行一对一连接。群体智能呈现出复杂的活动,从而在每一次简单的排他性行为和交流中都会发生,这是自然界中经常经历的,尤其是在蚂蚁等社交昆虫中。尽管每个人(蚂蚁)都只有很小的智慧,并且只能通过从网络域获得的受限信息来标记基本规则,例如,蚂蚁的信息素轨迹安排和跟踪活动,但出现了广泛的最佳活动,例如确定最短路线。他们作为一个小组一起工作时。在这方面,我们在以前的工作中提出了一种在移动自组织网络中基于生物学启发的基于隐喻的路径查找方法,该方法被称为“群体自适应混合路由”(SAHR)。借助SAHR的动力,本文在此提出了一种Swarm自适应多路径路由(SAMR)拓扑。目的是执行负载平衡和拥塞承受能力。在本文中,我们利用了先前提出的算法,这些算法受Swarm Intelligence的启发而获得了这些特征。在广泛的模拟测试中,我们使用SAHR评估了路由拓扑,并表明在各种情况下以及针对各种评估进行评估时,它都能获得更好的性能。特别是,我们证明了它在密集网络中的负载平衡和拥塞承受能力方面表现出众。

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