Wireless Communication Using Embedded Microprocessor-5G Embedded E-Commerce System Oriented to Fruit Ordering, Sales, and Logistics

Abstract

With the birth of the Internet, information and data can flow in both directions, and, after that, it has spread to thousands of households. On this basis, e-commerce was also born, and it took a very short time from the field that no one cared about at the beginning to the hot focus field now. The development of e-commerce has broadened the sales channels of farmers, which has further increased the sales benefits of fruits and other agricultural products, conformed to the development of the times, and further supplemented the sales of fruits and other agricultural products. Based on the use of embedded microprocessors, this paper constructs an e-commerce system integrating sales and logistics. Based on the logistics model in the e-commerce platform, an e-commerce logistics identification model is constructed to measure the e-commerce logistics service level of agricultural products such as fruits. The article analyzes the sales and transportation methods of fruits and other agricultural products. Through a detailed analysis of the traditional e-commerce system, the e-commerce sales system has been optimized and improved by combining the reference cases and the data obtained from the Internet, especially in the aspect of logistics transportation. According to the data experiments in this article, it is shown that, after using the data formula for calculation, the best plan for transporting fruits and other agricultural products can be obtained. In the calculation result of the formula, the cost of delivery without considering customer satisfaction is 586 yuan, and the average delivery time of the vehicle is 5.625 hours, but the average satisfaction is only 78.5%. Compared with customer satisfaction, although the cost is about 15 yuan more and the delivery time is a few minutes longer, the customer satisfaction is about 21% higher than the customer satisfaction without considering the customer. Based on the optimized and transformed e-commerce system, this article will further improve the e-commerce platform for fruits and other agricultural products.

5G in Logistics 4.0: potential applications and challenges

“…In particular, two papers deal with the use of drones for urban [34] and rural deliveries [35] and how 5G can improve the performance of this type of solution. The other three articles, on the other hand, deal with the optimization of parcel and vehicle traceability [36] and with transportation management systems software [37] that, integrated with sensors on parcels and vehicles, open up the possibility of implementing new urban logistics solutions such as delivery ridesharing [38]. Finally, an article discusses how a smart city equipped with the infrastructure to ensure an adequate energy supply and full 5G network coverage can enable the implementation of various services related to transport, logistics, and real-time tracking of vehicles and products, such as deliveries in urban areas with autonomous robots [39].…”

“…IoT is cited in almost all the papers as one of the pillars of Logistics 4.0 that can benefit the most from the 5G technology that enables massive, reliable and real-time data transmission from multiple devices, as required by the IoT manufacturing networks [5]. Embedded Microprocessors and Edge Computing are cited as promising technologies to perform efficient datapreprocessing combined to 5G: the first through the filtering of relevant information for the specific application and the latter through a decentralized computational model in which data, particularly critical from the most latencysensitive applications, are analyzed directly where they are detected [33,37]. Logistics companies use cloud systems as a platform for storing information [29] and, as highlighted by [5,18,26], Blockchain constitutes one of the most advanced and reliable technology to ensure the data security in distributed, open environments, in accordance to the requirements of 5G networks architectures.…”

“…Logistics companies use cloud systems as a platform for storing information [29] and, as highlighted by [5,18,26], Blockchain constitutes one of the most advanced and reliable technology to ensure the data security in distributed, open environments, in accordance to the requirements of 5G networks architectures. Finally, technologies for data analytics such as Machine Learning, Artificial Intelligence, Simulation, and Augmented Reality have been cited in research studies that exploit the 5G network to feed intelligent optimisation systems, able to leverage real-time data from equipment (e.g., drones and AGVs) to provide a timely decision about transportation routes, last-mile delivery, supply chain networks, malfunctioning recovery [21,26,34,36,37,41].…”

Multidimensional analysis and prediction of E-commerce sales based on convolutional neural network

“…Therefore, we need to study unstructured data directly. Although machine learning method has strong learning ability, its dependence on data volume and practical complexity make it still have some unavoidable defects [18] [19] [20]. Some scholars have studied several common methods in demand forecasting and summarized the advantages and disadvantages of various forecasting methods.…”

Intelligent e-commerce logistics path planning and scheduling optimization combined with graph theory

“…Since entering the twenty-first century, with the rapid development of the Internet industry and the full popularization of smartphones, the e-commerce industry continues to grow and develop, driving the pace of development of the express delivery industry [1][2]. In recent years, the e-commerce industry has been the emergence of live with goods and other new ways to sell goods.…”