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无线传感器骨干网络路由算法 被引量:7
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作者 周新莲 朱泽鹏 《吉林大学学报(理学版)》 CAS 北大核心 2019年第2期363-368,共6页
针对当前无线传感器骨干网络路由算法无法平衡能耗和数据传输之间的矛盾,导致无线传感器骨干网络路由的数据传输时延较大,无线传感器网络吞吐量较小的不足,以提高无线传感器网络整体性能为目标,设计一种新的无线传感器骨干网络路由算法... 针对当前无线传感器骨干网络路由算法无法平衡能耗和数据传输之间的矛盾,导致无线传感器骨干网络路由的数据传输时延较大,无线传感器网络吞吐量较小的不足,以提高无线传感器网络整体性能为目标,设计一种新的无线传感器骨干网络路由算法.首先分析无线传感器网络的工作原理,并建立相应的路由模型;然后引入机器学习算法对无线传感器骨干网络路由中的无线传感器节点能量进行实时预测,选择能量大的无线传感器节点进行数据传输,构建能量消耗最小的无线传感器骨干网络路由;最后与其他无线传感器骨干网络路由算法进行对比测试.测试结果表明,该算法的无线传感器骨干网络路由能耗较小,无线传感器网络数据传输可靠性高,加快了无线传感器网络数据传输速度,无线传感器骨干网络路由整体性能明显优于其他对比算法. 展开更多
关键词 传感器节点能耗 机器学习算法 最佳数据路由 网络系统吞吐量 数据传输成功率
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Medium Access Control: A Physical Layer Network- Coded Approach 被引量:2
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作者 ZHANG Yu XIONG Ke DU Liping 《China Communications》 SCIE CSCD 2014年第A02期1-11,共11页
This paper investigates the medium access control (MAC) stratifies for communication systems. Since the signals are naturally superposed in public medium, we introduce physical layer network coding into MAC system a... This paper investigates the medium access control (MAC) stratifies for communication systems. Since the signals are naturally superposed in public medium, we introduce physical layer network coding into MAC system and propose the physical layer network coded MAC (PNC-MAC) to utilize the collisions occurring in the MAC process. The implicit expressions of the throughput and average delay of the system operated with the new algorithm are derived in an iterative way. To show the performance of the algorithm, we compare the throughput and average delay induced by the new algorithm with current schemes via simulations. The results show that when operated with our proposed PNC-MAC, MAC system can achieve a larger throughput while the frames bear shorter average delay. Moreover, in many users case, the throughput increases slightly while the average delay ascends drastically. 展开更多
关键词 medium access control physical layernetwork coding tree method
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A utility-optimal backoff algorithm for wireless sensor networks
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作者 廖盛斌 杨宗凯 +1 位作者 程文青 刘威 《Journal of Central South University》 SCIE EI CAS 2009年第4期635-639,共5页
A novel backoff algorithm in CSMA/CA-based medium access control (MAC) protocols for clustered sensor networks was proposed. The algorithm requires that all sensor nodes have the same value of contention window (CW) i... A novel backoff algorithm in CSMA/CA-based medium access control (MAC) protocols for clustered sensor networks was proposed. The algorithm requires that all sensor nodes have the same value of contention window (CW) in a cluster, which is revealed by formulating resource allocation as a network utility maximization problem. Then, by maximizing the total network utility with constrains of minimizing collision probability, the optimal value of CW (Wopt) can be computed according to the number of sensor nodes. The new backoff algorithm uses the common optimal value Wopt and leads to fewer collisions than binary exponential backoff algorithm. The simulation results show that the proposed algorithm outperforms standard 802.11 DCF and S-MAC in average collision times, packet delay, total energy consumption, and system throughput. 展开更多
关键词 wireless sensor networks network utility maximization backoff algorithm collision probability
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