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2022 4th International Conference on Intelligent Information Processing (IIP)最新文献

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Design and implementation of special sensor network for sewage treatment plant oriented to big data 面向大数据的污水处理厂专用传感器网络设计与实现
2022 4th International Conference on Intelligent Information Processing (IIP) Pub Date : 2022-10-01 DOI: 10.1109/iip57348.2022.00077
Luyan Yu, Xuesong Xie, Xiaoling Zhang, Changfei Shi
{"title":"Design and implementation of special sensor network for sewage treatment plant oriented to big data","authors":"Luyan Yu, Xuesong Xie, Xiaoling Zhang, Changfei Shi","doi":"10.1109/iip57348.2022.00077","DOIUrl":"https://doi.org/10.1109/iip57348.2022.00077","url":null,"abstract":"This paper designs a special sensor network system for sewage treatment plant based on MQTT technology, aiming at the problems of remote transmission of large amounts of data in sewage treatment plant and interactive use of various industrial protocols. By using MQTT protocol to upload the collected data to the cloud server and multiple protocol fusion method, the system can remotely control the sensor system and instrument in the sewage treatment plant and realize multiple protocol fusion communication. By adding edge computing and reasonable circuit structure design, the system has the characteristics of strong anti-interference, good explosion-proof, high safety, and has the advantages of maintenance, easy to expand, to meet the needs of the sewage treatment plant site.","PeriodicalId":412907,"journal":{"name":"2022 4th International Conference on Intelligent Information Processing (IIP)","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134262775","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Edge Intelligence with Long-distance Micro Objection Detection and Low-light Image Enhancement for Oil Gas Pipeline Monitoring 基于远程微目标检测和微光图像增强的边缘智能油气管道监测
2022 4th International Conference on Intelligent Information Processing (IIP) Pub Date : 2022-10-01 DOI: 10.1109/IIP57348.2022.00016
Michael T. Yan, Haifeng Wang, Huiming Zhang
{"title":"Edge Intelligence with Long-distance Micro Objection Detection and Low-light Image Enhancement for Oil Gas Pipeline Monitoring","authors":"Michael T. Yan, Haifeng Wang, Huiming Zhang","doi":"10.1109/IIP57348.2022.00016","DOIUrl":"https://doi.org/10.1109/IIP57348.2022.00016","url":null,"abstract":"The smooth operation of the oil and gas pipeline network plays a vital role in ensuring the safety and stability of the national energy supply. The implementation of pipeline protection is a necessary measure to ensure the smooth operation of the pipeline network, and video surveillance is an important technical means of pipeline protection. Existing video surveillance technology has the following problems in longdistance micro-targets, low-light images and intelligent identification in harsh environments. To tackle these problems, in this paper, we propose a set of optimization techniques to improve the situation. First, we propose a new objection detection method that can handle long-distance micro-targets. Here, the object detection refer to the detection of moving targets such as vehicles, people, animals. Second, we propose a transfer learning based photo-enhance technique under low light. We have implemented our techniques on RK3399 platform and extensively verify the performance.","PeriodicalId":412907,"journal":{"name":"2022 4th International Conference on Intelligent Information Processing (IIP)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123911810","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on the Practical Application Analysis of EDA in Mathematical Electronic Technology EDA在数学电子技术中的实际应用分析研究
2022 4th International Conference on Intelligent Information Processing (IIP) Pub Date : 2022-10-01 DOI: 10.1109/iip57348.2022.00044
Xiaojiang Li, Renjun Wang
{"title":"Research on the Practical Application Analysis of EDA in Mathematical Electronic Technology","authors":"Xiaojiang Li, Renjun Wang","doi":"10.1109/iip57348.2022.00044","DOIUrl":"https://doi.org/10.1109/iip57348.2022.00044","url":null,"abstract":"After a comprehensive investigation of the current level of social science in China, it can be found that the digital technology in China has generally maintained a high level of development. Under this premise, EDA technology has gradually walked into the public, and has been widely used in various fields of society. From the analysis of current practice, EDA technology industry is the most common industry used in digital electronic technology industry. EDA technology in the practice of digital electronic technology has greatly improved the technical level of digital electronic experiment. Therefore, the practice of digital electronic technology needs to pay attention to the use of EDA technology. In this paper, the practical application of EDA technology in mathematical electronic test is studied, and the application performance of this technology is further explored.","PeriodicalId":412907,"journal":{"name":"2022 4th International Conference on Intelligent Information Processing (IIP)","volume":"322 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121011903","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An ion transport system for mass spectrometer 质谱计离子输运系统
2022 4th International Conference on Intelligent Information Processing (IIP) Pub Date : 2022-10-01 DOI: 10.1109/iip57348.2022.00062
En-Zhi Hao, Zi-Han Qiang, Yu-Tian Wang
{"title":"An ion transport system for mass spectrometer","authors":"En-Zhi Hao, Zi-Han Qiang, Yu-Tian Wang","doi":"10.1109/iip57348.2022.00062","DOIUrl":"https://doi.org/10.1109/iip57348.2022.00062","url":null,"abstract":"This paper introduces a new ion transport system for inductively coupled plasma mass spectrometry (ICP-MS), consisting of a lens mechanical system, hardware control system, and host computer software control system. It allows the upper computer software to send data to the ARM microcontroller through the CAN bus, to control the DA chip to adjust the voltage of the high-voltage power supply. The high-voltage signal is then reduced by an equal proportion to adjust the voltage value of the load on the lens. By changing the positive and negative voltage and the size of the voltage on each lens, the screening function of charged ions and neutral particles after passing the lens is realized. At the same time, different voltage adjustments can meet different ion screening conditions, and improve the instrument’s detection sensitivity and ion transmission efficiency.","PeriodicalId":412907,"journal":{"name":"2022 4th International Conference on Intelligent Information Processing (IIP)","volume":"98 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125061893","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Application of Data Processing in Company Customer Management based on K-means Clustering Algorithm 基于k均值聚类算法的数据处理在公司客户管理中的应用
2022 4th International Conference on Intelligent Information Processing (IIP) Pub Date : 2022-10-01 DOI: 10.1109/iip57348.2022.00049
Han Qian
{"title":"Application of Data Processing in Company Customer Management based on K-means Clustering Algorithm","authors":"Han Qian","doi":"10.1109/iip57348.2022.00049","DOIUrl":"https://doi.org/10.1109/iip57348.2022.00049","url":null,"abstract":"At present, many researchers and companies divide customer groups according to Kmeans, and formulate targeted marketing strategies according to different customer groups. The paper discusses two kinds of K-means and how different companies should choose in the real life. For the data choosing parts, both -k mean method involves RFM models as a parameter. Both of the two methods used normalizing to standard all dependent variables less than one. The difference between the two methods is that the second improved one including Malicious and the difference between first and last purchase. Also, the improved k-means after normalizing the dependent variable, that add all them up as a CLV parameter. Then the improved k-mean mainly finds the relationship between CLV value and optimal center. Finally, this article recommends that companies with a larger customer base or who need to clarify customer needs need to use the second improved k-means in the article. For smaller companies, it is sufficient to use the first category k-means.","PeriodicalId":412907,"journal":{"name":"2022 4th International Conference on Intelligent Information Processing (IIP)","volume":"113 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124153273","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Study on IOT Based WMS for Production Line of Aerospace Servo System 基于物联网的航空伺服系统生产线WMS研究
2022 4th International Conference on Intelligent Information Processing (IIP) Pub Date : 2022-10-01 DOI: 10.1109/IIP57348.2022.00032
Enming Song, Zhenkun Song, Yue Yue, Qiwei Zhang
{"title":"Study on IOT Based WMS for Production Line of Aerospace Servo System","authors":"Enming Song, Zhenkun Song, Yue Yue, Qiwei Zhang","doi":"10.1109/IIP57348.2022.00032","DOIUrl":"https://doi.org/10.1109/IIP57348.2022.00032","url":null,"abstract":"With the popularization of digital flexible production line, the application of the temporary storage become more and more extensive. The traditional Warehouse Management System (WMS) has low degree of automation, and is difficult to obtain material information in real-time. The aim of this study is to design a WMS based on Internet of Things (IOT), which is suitable for the temporary storage of the high-mix low- volume production line. The WMS uses IOT architecture and Radio Frequency Identification (RFID) transceiver separation technology to obtain product and warehouse information, and an idealized intelligent WMS has been designed.","PeriodicalId":412907,"journal":{"name":"2022 4th International Conference on Intelligent Information Processing (IIP)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127053151","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Mongolian-Chinese neural machine translation model based on Transformer’s two-branch gating structure 基于Transformer双支路门控结构的蒙汉神经机器翻译模型
2022 4th International Conference on Intelligent Information Processing (IIP) Pub Date : 2022-10-01 DOI: 10.1109/IIP57348.2022.00085
Genmao Zhang, Yonghong Tian, Jia Hao, Junjin Zhang
{"title":"A Mongolian-Chinese neural machine translation model based on Transformer’s two-branch gating structure","authors":"Genmao Zhang, Yonghong Tian, Jia Hao, Junjin Zhang","doi":"10.1109/IIP57348.2022.00085","DOIUrl":"https://doi.org/10.1109/IIP57348.2022.00085","url":null,"abstract":"To design a new two-branch gating structure for the existence of Transformer structure, by dividing the attention mechanism into two pieces, one part adopts the attention mechanism for global information capture and the other part adopts dynamic convolution for local information capture, and the captured two-branch is fused with features by way of gating mechanism to replace the attention mechanism and feedforward neural network, which makes the model fewer parameters and higher ability of capturing information. The experimental results show that our BLEU4 value is improved by 3. 07 compared to the Transformer structure.","PeriodicalId":412907,"journal":{"name":"2022 4th International Conference on Intelligent Information Processing (IIP)","volume":"131 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131915153","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Microstrip 5G Receiver Design & Simulation 微带5G接收机设计与仿真
2022 4th International Conference on Intelligent Information Processing (IIP) Pub Date : 2022-10-01 DOI: 10.1109/IIP57348.2022.00046
Shan Liu
{"title":"Microstrip 5G Receiver Design & Simulation","authors":"Shan Liu","doi":"10.1109/IIP57348.2022.00046","DOIUrl":"https://doi.org/10.1109/IIP57348.2022.00046","url":null,"abstract":"This paper explains the design and simulation of a 28 GHz microstrip receiver front end for 5G, with a custom-designed radio frequency (RF) filter, an intermediate frequency (IF) filter and a low-noise amplifier (LNA). The input signal first travels through two stages of LNA, then the RF filter leaves the 28.943 GHz component while filtering out the rest of the frequencies. In the next stage, the signal goes into a commercial IC from Analog Devices, and it is multiplied by the frequency of the local oscillator to mix the centre frequency down to 1 GHz. For the final stage of the receiver, the IF bandpass filter is designed to let the lGHz frequency pass while filtering out the rest. This receiver design is based on microstrip technology, and the simulation results proves that it satisfies the intended functions.","PeriodicalId":412907,"journal":{"name":"2022 4th International Conference on Intelligent Information Processing (IIP)","volume":"96 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132179888","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Customer-side Internet of Things Service Platform Architecture Based on IoT Technology 基于物联网技术的客户端物联网服务平台架构
2022 4th International Conference on Intelligent Information Processing (IIP) Pub Date : 2022-10-01 DOI: 10.1109/iip57348.2022.00078
Yunchuan Zhanga, Jitao Huang, Minrong Wu, Wenhao Niu, Yifei Shu, Jincai Wu
{"title":"Customer-side Internet of Things Service Platform Architecture Based on IoT Technology","authors":"Yunchuan Zhanga, Jitao Huang, Minrong Wu, Wenhao Niu, Yifei Shu, Jincai Wu","doi":"10.1109/iip57348.2022.00078","DOIUrl":"https://doi.org/10.1109/iip57348.2022.00078","url":null,"abstract":"In order to improve the service quality of the Internet of Things (IoT) and promote data fusion and sharing on the customer side, this paper introduces IoT technology and studies the architecture of the IoT service plat form on the customer side. To meet the needs of building a multi-ecosystem of customer-side IoT service, the architecture of the customer-side IOT service platform is designed. In this paper, the Internet of Things technology is used to manage customer-side Internet of Things in power generation, transmission, distribution, power consumption, and transformation. This paper uses the edge computing framework to expand the client-side edge IoT proxy service. Through the example verification, the platform data sharing with the new architecture can achieve more than 90% full coverage and promote the service quality of customer-side IoT.","PeriodicalId":412907,"journal":{"name":"2022 4th International Conference on Intelligent Information Processing (IIP)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132556723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A distributed objects’ information safe access and data privacy protection algorithm in smart grid 智能电网中分布式对象的信息安全访问与数据隐私保护算法
2022 4th International Conference on Intelligent Information Processing (IIP) Pub Date : 2022-10-01 DOI: 10.1109/IIP57348.2022.00054
Kaiwen Zeng, Jiangang Lu, Wenxin Guo, Reifeng Zhao, Zhibiao Guo
{"title":"A distributed objects’ information safe access and data privacy protection algorithm in smart grid","authors":"Kaiwen Zeng, Jiangang Lu, Wenxin Guo, Reifeng Zhao, Zhibiao Guo","doi":"10.1109/IIP57348.2022.00054","DOIUrl":"https://doi.org/10.1109/IIP57348.2022.00054","url":null,"abstract":"For the problems of large communication load and low security in the transmission process of distributed smart grid terminal data, based on the blockchain technology, this paper proposed a novel data privacy protection algorithm for distributed smart grid terminal. To be specific, by judging whether there are malicious relay nodes in the transmission path, the relay nodes whose trust degree does not satisfy the threshold are isolated from the whole blockchain network, which can ensure the security of the public ledger and realizing that private data will not be disclosed. The experimental results show that, compared with the traditional data privacy protection technology, the proposed algorithm has strong practicability, effectively improves the security factor of data in the transmission process, and provides effective protection for the safe access of information and data privacy of distributed objects in smart grid. And compared with the traditional methods, the distributed data storage effectively solves the single point of failure problem and enhances the resilience of the network. And the combination with blockchain technology provides powerful support for more complex smart grid environments.","PeriodicalId":412907,"journal":{"name":"2022 4th International Conference on Intelligent Information Processing (IIP)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116633361","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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