Proximate node aware optimal and secure data aggregation in wireless sensor network based IoT environment

Sushma Priyadarshini, Asma Parveen
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引用次数: 0

Abstract

Internet of things (IoT) has become one of the eminent phenomena in human life along with its collaboration with wireless sensor networks (WSNs), due to enormous growth in the domain; there has been a demand to address the various issues regarding it such as energy consumption, redundancy, and overhead. Data aggregation (DA) is considered as the basic mechanism to minimize the energy efficiency and communication overhead; however, security plays an important role where node security is essential due to the volatile nature of WSN. Thus, we design and develop proximate node aware secure data aggregation (PNA-SDA). In the PNA-SDA mechanism, additional data is used to secure the original data, and further information is shared with the proximate node; moreover, further security is achieved by updating the state each time. Moreover, the node that does not have updated information is considered as the compromised node and discarded. PNA-SDA is evaluated considering the different parameters like average energy consumption, and average deceased node; also, comparative analysis is carried out with the existing model in terms of throughput and correct packet identification.
基于物联网环境的无线传感器网络中的近似节点感知优化和安全数据聚合
物联网(IoT)与无线传感器网络(WSN)的合作已成为人类生活中的重要现象之一,由于该领域的巨大发展,人们需要解决与之相关的各种问题,如能耗、冗余和开销。数据聚合(DA)被认为是最小化能效和通信开销的基本机制;然而,由于 WSN 的不稳定性,安全性在其中扮演着重要角色,节点的安全性至关重要。因此,我们设计并开发了近邻节点感知安全数据聚合(PNA-SDA)。在 PNA-SDA 机制中,附加数据被用于保护原始数据,并与近节点共享更多信息;此外,通过每次更新状态实现了进一步的安全。此外,没有更新信息的节点会被视为受损节点并被丢弃。对 PNA-SDA 的评估考虑了不同的参数,如平均能耗和平均死亡节点;同时,在吞吐量和数据包正确识别方面与现有模型进行了比较分析。
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CiteScore
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