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IoT with BlockChain: A Futuristic Approach in Agriculture and Food Supply Chain

机译:带区块链的物联网:农业和食品供应链中的未来派方法

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Agricultural food production is projected to be 70% higher by 2050 than it is today, with the world population rising to more than 9 billion, 34% higher than it is now. The farmers have been forced to produce more with the same resources. This pressure means that optimizing productivity is one of the main objectives of the producers but also in a sustainable way. Not only does agriculture face a decline in production, but it has also had to face limitations in data collection, storing, securing, and sharing, climate change, increases in input prices, traditional food supply chain systems where there is no direct connection between the farmer and the buyer, and limitations on energy use. Existing IoT-based agriculture systems have a centralized format and operate in isolation, leaving room for unresolved issues and major concerns, including data security, manipulation, and single failure points. This paper proposes a futuristic IoT with a blockchain model to meet these challenges. Further, this paper also proposes and novel energy-efficient clustering IoT-based agriculture protocol for lower energy consumption and network stability and compares its results with its counterpart low-energy adoptive clustering hierarchy (LEACH) protocol. The simulation results show that the proposed protocol network stability is 23% higher as compared to LEACH as first node of LEACH dies at 168 rounds while IoT-based agriculture first node dies after 463 rounds. Similarly, IoT-based agriculture protocol energy consumption is 68% lower than that of LEACH. The proposed protocol also extends the network life to more rounds and demonstrates an increase of 112%.
机译:农业粮食生产预计将比今天的7050分为70%,而世界人口上涨至90亿,比现在高出34%。农民被迫生产更多的资源。这种压力意味着优化生产力是生产者的主要目标之一,也是可持续的方式。农业不仅会面临生产的下降,而且还必须面临数据收集,储存,保护和共享,气候变化的局限性,投入价格的增加,传统食品供应链系统之间没有直接连接农民和买方,以及能源使用的局限性。现有的基于某种机构的农业系统具有集中格式并以隔离运行,留下未解决的问题和主要问题,包括数据安全性,操作和单个故障点。本文提出了一个未来主义的IOT,具有区块链模型,以满足这些挑战。此外,本文还提出了新的节能集群基于集群的农业方案,用于降低能耗和网络稳定性,并将其结果与其对应于低能量养护聚类等级(LEACH)协议进行比较。仿真结果表明,与浸出时,拟议的协议网络稳定性在168轮时作为射击的第一节点,而基于某种机构的农业第一节点在463轮之后死亡。同样,基于物联网的农业协议能量消耗比浸出量低68%。拟议的协议还将网络生命扩展到更多轮次,并展示了112%的增加。

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