{"title":"Research on digital integrated circuit testing technology under Internet of Things technology","authors":"Ai Min Li, Yi Feng Meng","doi":"10.1117/12.2670654","DOIUrl":"https://doi.org/10.1117/12.2670654","url":null,"abstract":"Aiming at the problem of poor test accuracy of digital integrated circuits at present, this paper puts forward the research on digital integrated circuit test technology under the Internet of things technology, realizes circuit information collection and analysis through analog digital integrated circuit faults, and constructs an abnormal data identification algorithm of digital integrated circuits combined with the Internet of things technology. Finally, it is confirmed by experiments, under the Internet of things technology, digital integrated circuit test technology has high practicability in the process of practical application, which can effectively solve the problem of insufficient test accuracy of digital integrated circuit and fully meet the research requirements.","PeriodicalId":143377,"journal":{"name":"International Conference on Green Communication, Network, and Internet of Things","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126760839","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}
Dongyang Li, Yi Ding, Ge Song, Dehan Xue, Chengming Jin
{"title":"Laser point cloud location-based research on patrol inspection of transmission line UAV","authors":"Dongyang Li, Yi Ding, Ge Song, Dehan Xue, Chengming Jin","doi":"10.1117/12.2667872","DOIUrl":"https://doi.org/10.1117/12.2667872","url":null,"abstract":"In order to realize the autonomous inspection of Unmanned Aerial Vehicle (UAV) on transmission line and reduce the manual flight control operation, this paper proposes a UAV autonomous inspection system based on accurate positioning of laser point cloud. Through the high-precision and three-dimensional laser point cloud data, we can achieve autonomous route planning, independent generation, so as to finally control the whole process of UAV unmanned patrol flight. The testing results show that the UAV based on accurate positioning of laser point cloud has the ability of space collision detection and automatic wall barrier during autonomous inspection flight, which can effectively ensure the flight safety of UAV, reduce the potential risk of power grid, improve transmission line inspection efficiency and operation reliability, and provide a new development direction for follow-up transmission line inspection exploration.","PeriodicalId":143377,"journal":{"name":"International Conference on Green Communication, Network, and Internet of Things","volume":"54 11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121549189","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}
{"title":"Study on location-routing-problem of rural logistics network considering carbon emissions","authors":"Hao Zhang, Xifu Wang, Zhen Zhang","doi":"10.1117/12.2670308","DOIUrl":"https://doi.org/10.1117/12.2670308","url":null,"abstract":"In recent years, with the rapid development of the digital economy and the rise of the rural e-commerce economy, the rural sinking logistics market has gradually demonstrated its potential. However, most of the current rural logistics problems are the low penetration rate of new energy technologies, the widespread idling of vehicles and so on, leading to the high carbon emissions of rural logistics. In this context, based on the consideration of the application of new energy, delivery strategy, vehicle carbon emission calculation and other low carbon optimization methods, this paper establishes a location-routing optimization model with the lowest comprehensive cost of node construction cost, operation cost, transportation cost, carbon emission cost and other optimization goals. Taking Jiangcheng County, Pu'er City as the background, this paper analyzes a calculation example, and compares the carbon emission constraints in the model. The reliability and effectiveness of the model and algorithm are verified.","PeriodicalId":143377,"journal":{"name":"International Conference on Green Communication, Network, and Internet of Things","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133699806","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}
Chengzhuo Ye, Renchao Qin, Ya Li, Yaying He, Rui Jiang, Yue Shu, Zhanhong Yin
{"title":"Multi-scale small object detection based on improved Faster R-CNN","authors":"Chengzhuo Ye, Renchao Qin, Ya Li, Yaying He, Rui Jiang, Yue Shu, Zhanhong Yin","doi":"10.1117/12.2667204","DOIUrl":"https://doi.org/10.1117/12.2667204","url":null,"abstract":"Aiming at the problem that the traditional Faster R-CNN is not sensitive to small targets and occluded targets, this paper submits an improved Faster R-CNN target detection algorithm. In this paper, using PASCAL VOC07+2012 to be the experimental data sample set. For the large differences in the targets to be detected in this set, the general anchor size and dimensions is not often used for detecting multi-category problems. For the purpose of increasing small objects detection accuracy, using K-means to improve this situation, the annotation information is centralized for clustering, and the clustering result is replaced by the anchor scale and size in the original RPN. Finally, missed detection and false detection caused by partial overlap of objects in the image, this paper uses the improved soft-NMS algorithm. The experimental results show that, compared with the traditional Faster R-CNN algorithm, the average mean precision (mAP) of the algorithm under the PASCAL VOC07+2012 dataset can reach 80.7%, and it is enhanced by 6.5 percentage points.","PeriodicalId":143377,"journal":{"name":"International Conference on Green Communication, Network, and Internet of Things","volume":"115 26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126383975","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}
{"title":"Prospect of equipment management in IIoT era","authors":"Peisheng Tao, Ronggui Dao, Jian Jin","doi":"10.1117/12.2667200","DOIUrl":"https://doi.org/10.1117/12.2667200","url":null,"abstract":"In order to apply IIoT in tobacco manufacturing industry, the concept and development history of IIoT were analyzed, and the main contents of IIoT technology in device management was pointed out. This paper constructs the application of IIoT-based device management in tobacco industry, including resource integration, strategic planning, model building, platform integration, data collection improvement, cloud big data analysis, etc., and puts forward the future planning of IIoT in device management application. Through the scheme design and future planning, it is shown that IIoT has innovative ideas for equipment management in tobacco manufacturing industry.","PeriodicalId":143377,"journal":{"name":"International Conference on Green Communication, Network, and Internet of Things","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130282847","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}
{"title":"Energy efficiency optimization of D2D communications with SWIPT and NOMA","authors":"Jiai He, Dongxia Wang, Yanjiao Chen","doi":"10.1117/12.2667876","DOIUrl":"https://doi.org/10.1117/12.2667876","url":null,"abstract":"In order to balance the relationship between D2D users' capacity and energy consumption in a cellular network, an energy-saving transmission mechanism based on non-orthogonal multiple-access (NOMA) enhancement is designed in this paper to increase the number of D2D multiplexing of limited cellular resources. At the same time, to reduce the energy overhead of relay, the idle D2D is used as a relay node and the simultaneous wireless information and power transfer (SWIPT) technology is used to compensate its own energy consumption in the forwarding process. In this paper, a nonlinear fractional programming problem is established to maximize the energy efficiency (EE) of D2D clusters. To overcome the non-convexity of the objective function and the coupling of parameters, we solve the approximation of the original optimization problem based on fractional programming and sequential convex approximation theory. First, the maximum energy efficiency is obtained by dichotomy; Then the sequential convex approximation method is used to solve the corresponding optimal transmitting power; Finally, genetic algorithm is used to get the optimal configuration parameters of the system; The above steps are alternately iterated until convergence to obtain the optimal solution. The simulation results show that the algorithm we proposed has faster convergence and is better than the orthogonal multiple access (OMA) technology in the improvement of energy efficiency performance.","PeriodicalId":143377,"journal":{"name":"International Conference on Green Communication, Network, and Internet of Things","volume":"199 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129712640","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}
{"title":"Empirical analysis of DEA-Tobit model based on unexpected output for port operation efficiency","authors":"Ruixia Wang, Jiankun Hu","doi":"10.1117/12.2670314","DOIUrl":"https://doi.org/10.1117/12.2670314","url":null,"abstract":"This paper, using the ultra-efficiency DEA-Tobit model, takes 16 listed port enterprises as an example to measure the port efficiency from 2015 to 2021. Based on the unexpected output, the measured port enterprise operation efficiency is more objective, and provides reasonable suggestions for the improvement of the port operation efficiency. The research results show that: (1) the operating efficiency of port enterprises is increasing, but the growth rate is slow; (2) the operating efficiency is limited by the growth of technical efficiency; (3) the fixed assets, management expenses and R & D expenses promote the port operation efficiency, while the paid-in capital, operating cost and carbon emission inhibit the port operation efficiency.","PeriodicalId":143377,"journal":{"name":"International Conference on Green Communication, Network, and Internet of Things","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122592916","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}
{"title":"Aquaculture environment monitoring system based on Internet of Things","authors":"Feng Liu, Peiwei Wang","doi":"10.1117/12.2668766","DOIUrl":"https://doi.org/10.1117/12.2668766","url":null,"abstract":"The application of Internet of Things technology to agricultural environmental monitoring can not only effectively provide real-time monitoring of the environment, but also provide important data basis for environmental supervision and management through information sharing and auxiliary decision-making. Therefore, in order to improve the reliability of aquaculture environment monitoring, this paper introduces the Internet of Things and develops a new monitoring system for aquaculture environment. The system architecture shall be developed and the monitoring equipment shall be selected according to the actual requirements. With the support of the hardware equipment, the Internet of Things technology shall be introduced to establish the communication link between the sensor, the monitoring equipment and the monitoring environment. The aggregation node of the design information shall be a single node, and all the monitoring information will be forwarded by the Internet of Things node in a multi-hop manner to realize the communication and intelligent transmission of the monitoring environment based on the Internet of Things. By introducing the remote control technology, this paper designs the corresponding monitoring and early warning indicators, starts the sensors and induction devices, carries out the early warning of the aquaculture environment monitoring indicators, and completes the development of the aquaculture environment monitoring system. Design comparison experiments show that the system developed in this paper can not only ensure the continuity of monitoring results, but also reduce the error of monitoring indicators, improve the accuracy of monitoring results, and contribute higher value to the development of aquaculture.","PeriodicalId":143377,"journal":{"name":"International Conference on Green Communication, Network, and Internet of Things","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122771257","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}
{"title":"Comparison between ECDH and X3DH protocol","authors":"Jiayan Tian","doi":"10.1117/12.2667891","DOIUrl":"https://doi.org/10.1117/12.2667891","url":null,"abstract":"In this article, it will describe the generation and use of an encryption key named AES, RSA and X3DH. When encrypting or decrypting, their operation processes are similar. That is, they all use a common method and an encryption key. RSA ensures the security of Internet communications, whether it is digital signatures to protect data from tampering or encrypted communications. AES is mainly used in combination with other encryption technologies, such as DH, because AES is symmetric encryption, and DH is a key exchange system, the combination of the two can complement each other. X3DH is a collection of them, including both digital signatures and the ability to encrypt communications. X3DH is simpler, more complicated, and more secure, derived from the invention and application principles of these two keys (AES and RSA). RSA is a new feature that publicly leaks the encryption key without leaking the corresponding decryption key at the same time. For the explanation of the content of this article, many explanations of proper nouns and knowledge are also used; A series of codes derived by me about the knowledge learned by Computer Science, which are generated by the encryption principle, are more clearly explained, and explained the encryption process and operation method of each key. This application uses the x3dh protocol to allow secure conversations between users. X3DH is an end-to-end communication protocol that enables two clients to conduct encrypted conversations, and this process uses the data on the third-party server to sign, so as to verify the communication data between the clients.","PeriodicalId":143377,"journal":{"name":"International Conference on Green Communication, Network, and Internet of Things","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132019471","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}
{"title":"An unmanned driving system based on lane-level path planning","authors":"Zhaolin Ma, Jian Li, Feng Liu, Huijun Di","doi":"10.1117/12.2667754","DOIUrl":"https://doi.org/10.1117/12.2667754","url":null,"abstract":"Automated driving systems promise low cost and low human consumption. If it is used in mine, canyons and other environments, it will have huge economic benefits. However, in such environments as mines and urban canyons, there is a problem that satellite signals are blocked, leading to the failure of positioning. To solve this problem, we integrate lidar, inertial measurement unit and Real-Time Kinematic Global Position System to achieve high-precision positioning in urban canyon and open environment. Besides, there are many curves on the roads in urban parks, which adds great difficulty to unmanned driving, so we construct a lane-level high-precision environmental map, which realizes path planning based on lane and stable driving of unmanned vehicles. Furthermore, we orderly integrate perceiving, mapping and positioning, path planning and motion control modules to form a lightweight unmanned driving system, which perceive the environment by lidar, inertial measurement unit and Real-Time Kinematic Global Position System, use lightweight SC-LEGO-LOAM to build environment map, use normal distribution transformation to achieve rapid vehicle positioning, and use lane-level high-precision map to achieve global static path planning, use lattice algorithm to realize smooth and stable local path planning, then transmit it to the vehicle site. After real vehicle testing, the vehicle can be driven stably in the complex environment of the park. This automated driving system can be applied in mines and urban parks and can realize unmanned transportation. It has huge economic benefits. The lane-level high-precision map we have built is the development direction of the future driverless electronic map.","PeriodicalId":143377,"journal":{"name":"International Conference on Green Communication, Network, and Internet of Things","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130865121","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}