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Hybrid medium access control using token approach in wireless sensor network for high traffic applications

机译:用于高流量应用的无线传感器网络中使用令牌方法的混合媒体访问控制

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摘要

The evolution of Wireless Sensor Network (WSN) has experienced rapid growth in communication technology. Multimedia is a type of data needed in many applications of WSN. The existing WSN which runs on IEEE 802.15.4 standard mainly deals with low scalar traffic applications such as monitoring of temperature, humidity and pressure. Thus, high traffic application especially video transmission over WSN introduces huge challenges such as dynamic channel conditions, limited resources and delay constraint. The primary objective of this research is to develop reliable Medium Access Control (MAC) protocol that can maintain good quality of service (QoS) with low power consumption for high traffic application. The MAC layer design with token approach protocol namely MAC-TA protocol is proposed for single hop network. The Hybrid MAC namely HMAC-TA which is a combination of Carrier Sense Multiple Access (CSMA) and token approach protocol is proposed for multi-hop network. Both protocols are designed for high traffic scalar data. Then, the HMAC-TA protocol is enhanced to support MPEG-4 video transmission in WSN and the improved protocol is called eHMAC-TA. The proposed MAC protocols ensure low energy consumption by providing a reliable link for data transmission and minimizing the retransmission of packet loss. A cross layer design between MAC and routing protocol is used in token passing decision to ensure the channel is fully utilized by the node that has data to transmit. The token packet is regenerated based on two hops neighbour calculations to avoid token collision. The proposed MAC protocol has been successfully studied and verified through simulation. The eHMAC-TA protocol is verified both with simulation and experimental work. The network performance is measured in terms of packet delivery ratio (PDR), energy consumption and end-to-end (ETE) delay. Additionally for video analysis, peak signal to noise ratio (PSNR) performance is evaluated. Simulation results for single hop network show that MAC-TA protocol is able to maintain the PDR above 90%. This protocol also achieves lower energy consumption by 22.78 Joule, and reduces the ETE delay by 38 ms when compared with existing MAC protocols. The HMAC-TA protocol also outperforms the existing MAC in multi-hop network as it reduces energy consumption by 44%, improves PDR up to 21.39% and reduces ETE delay by 6.97 s. For video analysis using eHMAC-TA protocol, only low motion video is applicable to be transmitted in IEEE 802.15.4 medium when compared to high and medium motion. The simulation results show that eHMAC-TA protocol achieves high PDR which is above 90% and good video quality with PSNR higher than 31 dB compared to existing hybrid MAC protocol. The testbed experiment experiences slightly different result where the PDR is 10% lower than the simulation results. The proposed MAC protocol with token protocol has significantly enhanced the network performance for video application in WSN.
机译:无线传感器网络(WSN)的演进经历了通信技术的快速增长。多媒体是WSN的许多应用程序中所需的一种数据。现有的运行在IEEE 802.15.4标准上的WSN主要处理低标量流量应用,例如温度,湿度和压力的监视。因此,高流量应用,尤其是WSN上的视频传输带来了巨大的挑战,例如动态信道条件,有限的资源和延迟约束。这项研究的主要目的是开发可靠的媒体访问控制(MAC)协议,该协议可以在高流量应用中以低功耗维持良好的服务质量(QoS)。针对单跳网络,提出了采用令牌方式协议即MAC-TA协议的MAC层设计。针对多跳网络,提出了混合MAC,即HMAC-TA,它是载波侦听多路访问(CSMA)和令牌方法协议的组合。两种协议都设计用于高流量标量数据。然后,对HMAC-TA协议进行了增强,以支持WSN中的MPEG-4视频传输,并将改进后的协议称为eHMAC-TA。所提出的MAC协议通过为数据传输提供可靠的链接并最大程度地减少数据包丢失的重传来确保低能耗。在令牌传递决策中使用MAC与路由协议之间的跨层设计,以确保具有数据要传输的节点充分利用通道。基于两次跃点邻居计算来重新生成令牌包,以避免令牌冲突。所提出的MAC协议已经通过仿真成功地进行了研究和验证。 eHMAC-TA协议已通过仿真和实验工作验证。网络性能是根据数据包传输率(PDR),能耗和端到端(ETE)延迟来衡量的。此外,对于视频分析,还会评估峰值信噪比(PSNR)性能。单跳网络的仿真结果表明,MAC-TA协议能够将PDR保持在90%以上。与现有的MAC协议相比,该协议还降低了22.78焦耳的能耗,并减少了38 ms的ETE延迟。 HMAC-TA协议还比多跳网络中的现有MAC表现更好,因为它减少了44%的能耗,将PDR提高了21.39%,并将ETE延迟减少了6.97 s。对于使用eHMAC-TA协议的视频分析,与高中运动相比,仅低运动视频适用于在IEEE 802.15.4介质中传输。仿真结果表明,与现有的混合MAC协议相比,eHMAC-TA协议实现了90%以上的高PDR和良好的视频质量,PSNR高于31 dB。测试床实验的结果略有不同,其中PDR比模拟结果低10%。所提出的带有令牌协议的MAC协议极大地增强了WSN中视频应用的网络性能。

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