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首页> 外文期刊>International Journal of Scientific & Technology Research >Efficient Fuzzy-based Multi-constraint Multicast Routing With Multi-criteria Enhanced Optimal Capacity-Delay Tradeoff
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Efficient Fuzzy-based Multi-constraint Multicast Routing With Multi-criteria Enhanced Optimal Capacity-Delay Tradeoff

机译:具有多准则增强的最佳容量-延迟权衡的基于模糊的高效多约束组播路由

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In Mobile Ad-hoc Network (MANET), a mobility of the nodes may impact the node capacity and delay during transmitting the data from source to the destination in the network. To avoid this, Multi-criteria Enhanced Optimal Capacity-Delay Tradeoff (MEOCDT) was proposed with Time-limited Neighbor Detector using Multi-criteria Node Rank metric that detects the neighbors and optimal paths for reliable forwarding node. Though this technique improves link stability and node reliability, the computational complexity was high. Hence in this paper, an Efficient Fuzzy-based Multi-constraint Multicast Routing (EFM2R) method is proposed with MEOCDT to reduce the computational complexity of optimal node selection. The major objective of this technique is to solve the uncertainty issues in the consideration of multiple network metrics such as delay, bandwidth, Link Stability Factor (LSF) and residual energy. In this technique, the fuzzy logic method is proposed to convert the considered network metrics as a single metric called fuzzy cost or communication cost. Then, the path with minimum fuzzy cost is selected as an optimal route to transmit the data from the source to the destination node in the network with reduced delay. Finally, the simulation results show the performance effectiveness of the proposed technique compared to the existing technique in terms of throughput, routing overhead, delay, packet delivery ratio.
机译:在移动自组织网络(MANET)中,节点的移动性可能会影响节点的容量和网络中从源向目的地传输数据期间的延迟。为了避免这种情况,提出了使用多准则节点秩度量的限时邻居检测器来进行多准则增强的最佳容量-延迟折衷(MEOCDT),该准则可检测邻居和可靠转发节点的最佳路径。尽管该技术提高了链路稳定性和节点可靠性,但计算复杂度很高。因此,本文提出了一种基于MEOCDT的基于模糊的高效多约束组播路由(EFM2R)方法,以降低最优节点选择的计算复杂度。该技术的主要目的是在考虑多个网络指标(例如延迟,带宽,链路稳定性因子(LSF)和剩余能量)的情况下解决不确定性问题。在该技术中,提出了一种模糊逻辑方法,将考虑的网络度量转换为称为模糊成本或通信成本的单个度量。然后,选择具有最小模糊成本的路径作为最佳路由,以减少延迟将数据从源传输到网络中的目标节点。最后,仿真结果表明,与现有技术相比,该技术在吞吐量,路由开销,时延,分组传输率方面具有较高的性能有效性。

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