Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00053
Runhui Zhao, Sijing Wang, Hong Wen
With the wide use of UAV clusters, malicious attacks against UAV nodes are becoming more and more frequent. Aiming at the problem of malicious node detection in large-scale UAV clusters, this paper proposes a malicious node detection scheme based on community division. Firstly, the Leiden community discovery algorithm divides the flight cluster into multiple communities. Then, this paper presents a combined node importance evaluation algorithm using UAV Communication topology and control topology to evaluate the importance of cluster nodes. Finally, this paper proposes a method to select community leader nodes by using the importance, trust degree and residual power of UAV community nodes.
{"title":"A Scheme for Detecting Malicious Nodes in UAV Clusters Based on Community Division","authors":"Runhui Zhao, Sijing Wang, Hong Wen","doi":"10.1109/ICNISC57059.2022.00053","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00053","url":null,"abstract":"With the wide use of UAV clusters, malicious attacks against UAV nodes are becoming more and more frequent. Aiming at the problem of malicious node detection in large-scale UAV clusters, this paper proposes a malicious node detection scheme based on community division. Firstly, the Leiden community discovery algorithm divides the flight cluster into multiple communities. Then, this paper presents a combined node importance evaluation algorithm using UAV Communication topology and control topology to evaluate the importance of cluster nodes. Finally, this paper proposes a method to select community leader nodes by using the importance, trust degree and residual power of UAV community nodes.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114263610","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00009
Jingxian Wang, Ziao Quan, Zheming Liu, Jing Zhang
Faced with the requirement of coverage extensions in 6G network, this paper first analyzes the research status of international standardization organizations and related alliances on 6G technology and satellite-ground integrated network. Then, a satellite-ground integrated network architecture is proposed, which is divided into physical domain and logical domain. In the physical domain, the integration of multi-orbit space-based network and ground-based network is considered to meet the user's demand for casual access under the constraints of platform resources. In the logical domain, the separation of the user plane, control plane, management plane, and orchestration plane is considered to support the modular and iterative evolution of the network architecture. Finally, the key enabling technologies are discussed, hoping to provide useful reference for the development of satellite-ground integrated network in 6G.
{"title":"Satellite-Ground Integrated Network Architecture and Key Enabling Technologies for 6G","authors":"Jingxian Wang, Ziao Quan, Zheming Liu, Jing Zhang","doi":"10.1109/ICNISC57059.2022.00009","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00009","url":null,"abstract":"Faced with the requirement of coverage extensions in 6G network, this paper first analyzes the research status of international standardization organizations and related alliances on 6G technology and satellite-ground integrated network. Then, a satellite-ground integrated network architecture is proposed, which is divided into physical domain and logical domain. In the physical domain, the integration of multi-orbit space-based network and ground-based network is considered to meet the user's demand for casual access under the constraints of platform resources. In the logical domain, the separation of the user plane, control plane, management plane, and orchestration plane is considered to support the modular and iterative evolution of the network architecture. Finally, the key enabling technologies are discussed, hoping to provide useful reference for the development of satellite-ground integrated network in 6G.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131221770","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00171
Cuili Yao, Lin Feng, Yuqiu Kong, Lin Xiao, Tao Chen
In recent years, RGB-D salient object detection (SOD) has attracted increased attention and has been widely employed in various computer vision applications. Fully convolutional networks dominate many RGB-D SOD tasks and have already achieved outstanding results. However, solving the cross-modality fusion of low-quality depth and RGB cues remains challenging. We present TranSal, an innovative network, depth-guided transformer for RGB-D SOD, based on the Transformer's fantastic performance in image recognition and segmentation. A dual-branch U-Net architecture is used in the proposed model. To begin, it uses ResNet-50 to extract multi-level RGB and depth features. Second, it employs Transformer layers to represent image sequentiality. Finally, the representation is projected into spatial order, and the multi-scale cross-modality characteristics are fused to generate an accurate saliency map using a depth-guided fusion subnetwork. TranSal can successfully mitigate the negative impacts of low-quality depth information and create a saliency map with clear contours and accurate semantics compared to previous models. Experiments and analyses on five large-scale benchmarks verify that TranSal achieves satisfactory performance compared to the recent state-of-the-art methods.
{"title":"TranSal: Depth-guided Transformer for RGB-D Salient Object Detection","authors":"Cuili Yao, Lin Feng, Yuqiu Kong, Lin Xiao, Tao Chen","doi":"10.1109/ICNISC57059.2022.00171","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00171","url":null,"abstract":"In recent years, RGB-D salient object detection (SOD) has attracted increased attention and has been widely employed in various computer vision applications. Fully convolutional networks dominate many RGB-D SOD tasks and have already achieved outstanding results. However, solving the cross-modality fusion of low-quality depth and RGB cues remains challenging. We present TranSal, an innovative network, depth-guided transformer for RGB-D SOD, based on the Transformer's fantastic performance in image recognition and segmentation. A dual-branch U-Net architecture is used in the proposed model. To begin, it uses ResNet-50 to extract multi-level RGB and depth features. Second, it employs Transformer layers to represent image sequentiality. Finally, the representation is projected into spatial order, and the multi-scale cross-modality characteristics are fused to generate an accurate saliency map using a depth-guided fusion subnetwork. TranSal can successfully mitigate the negative impacts of low-quality depth information and create a saliency map with clear contours and accurate semantics compared to previous models. Experiments and analyses on five large-scale benchmarks verify that TranSal achieves satisfactory performance compared to the recent state-of-the-art methods.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130189998","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00136
B. Fang, Haozhi Li, Shi Zhu, Pohuang Jiang
High-speed Power Line Carrier (HPLC) and micropower wireless can coordinate and supply each other by taking advantages of each channel, so in this paper, a distributed relay selection and bandwidth allocation method based on interference level is proposed, which can adaptively establish multi-hop transmission network by dynamically adjusting the transmission relays and bandwidth resource allocation based on channel conditions. This method can significantly improve the data acquisition rate of the concentrator by fully multiplexing the bandwidth through controlling the mutual interference.
{"title":"A Distributed Relay Selection and Bandwidth Allocation Method Based on Interference Level for HPLC and Micro-power Wireless Integration","authors":"B. Fang, Haozhi Li, Shi Zhu, Pohuang Jiang","doi":"10.1109/ICNISC57059.2022.00136","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00136","url":null,"abstract":"High-speed Power Line Carrier (HPLC) and micropower wireless can coordinate and supply each other by taking advantages of each channel, so in this paper, a distributed relay selection and bandwidth allocation method based on interference level is proposed, which can adaptively establish multi-hop transmission network by dynamically adjusting the transmission relays and bandwidth resource allocation based on channel conditions. This method can significantly improve the data acquisition rate of the concentrator by fully multiplexing the bandwidth through controlling the mutual interference.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132634768","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00052
Xing-gan Zhang, Pengpeng Xia
Photovoltaic sound barrier combines solar power generation technology with traditional sound barrier, which can not only reduce noise, but also generate electricity. The calculation results show that the sound absorption and sound insulation performance of high-efficiency photovoltaic sound barrier is superior to that of conventional sound barrier. At the same time, the power generation efficiency of photovoltaic sound barrier can be improved by using double-sided power generation photovoltaic modules. convenient, efficient and safe.TAhis research is of great value to the practical application of photovoltaic sound barrier.
{"title":"Design of High Efficiency Photovoltaic Sound Barrier","authors":"Xing-gan Zhang, Pengpeng Xia","doi":"10.1109/ICNISC57059.2022.00052","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00052","url":null,"abstract":"Photovoltaic sound barrier combines solar power generation technology with traditional sound barrier, which can not only reduce noise, but also generate electricity. The calculation results show that the sound absorption and sound insulation performance of high-efficiency photovoltaic sound barrier is superior to that of conventional sound barrier. At the same time, the power generation efficiency of photovoltaic sound barrier can be improved by using double-sided power generation photovoltaic modules. convenient, efficient and safe.TAhis research is of great value to the practical application of photovoltaic sound barrier.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113998848","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00189
Xiaohong Xu
This paper studies the approaches of reading promotion, the establishment of service platforms, the management and information literacy improvement of readers in university intelligent libraries, and besides, delves into the creative modes of reading promotion to effectively stimulate reading and meet the diverse and personalized reading needs of different groups.
{"title":"Discussion on the Strategies of Reading Promotion in University Intelligent Libraries: With Jianghan University Library as an example","authors":"Xiaohong Xu","doi":"10.1109/ICNISC57059.2022.00189","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00189","url":null,"abstract":"This paper studies the approaches of reading promotion, the establishment of service platforms, the management and information literacy improvement of readers in university intelligent libraries, and besides, delves into the creative modes of reading promotion to effectively stimulate reading and meet the diverse and personalized reading needs of different groups.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115678906","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00056
Hao Wang, Huajun Gong, Yourong Fan, Xinhua Wang
While the rapid development of multi-rotor UAVs brings wide applications, it also brings harm to social life and personal safety due to problems such as “indiscriminate flying” and “black flying”. Therefore, there is an urgent need to carry out research work on anti-VAV systems. The most critical technology in the countermeasure system is the real-time detection of the target UAV. The traditional YOLOv3 detection algorithm cannot achieve a balance between real-time performance and detection accuracy on airborne embedded devices with limited computing power. Therefore, this paper first improves the end structure of MobileNetV3-Small and replaces the backbone network of the original YOLOv3 with it, which greatly reduces the amount of calculation, but brings about the loss of detection accuracy; Next, an improved receptive field module(RFB+) is added, which strengthens the detection ability of targets in complex backgrounds; Finally, the improved YOLOv3 algorithm is named Air-Borne-YOLOv3. The feasibility and superiority of the improved algorithm are proved by the actual flight test results.
{"title":"Research on UAV Target Detection Algorithm Based on Improved Air-Borne-YOLOv3","authors":"Hao Wang, Huajun Gong, Yourong Fan, Xinhua Wang","doi":"10.1109/ICNISC57059.2022.00056","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00056","url":null,"abstract":"While the rapid development of multi-rotor UAVs brings wide applications, it also brings harm to social life and personal safety due to problems such as “indiscriminate flying” and “black flying”. Therefore, there is an urgent need to carry out research work on anti-VAV systems. The most critical technology in the countermeasure system is the real-time detection of the target UAV. The traditional YOLOv3 detection algorithm cannot achieve a balance between real-time performance and detection accuracy on airborne embedded devices with limited computing power. Therefore, this paper first improves the end structure of MobileNetV3-Small and replaces the backbone network of the original YOLOv3 with it, which greatly reduces the amount of calculation, but brings about the loss of detection accuracy; Next, an improved receptive field module(RFB+) is added, which strengthens the detection ability of targets in complex backgrounds; Finally, the improved YOLOv3 algorithm is named Air-Borne-YOLOv3. The feasibility and superiority of the improved algorithm are proved by the actual flight test results.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114349577","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00015
Xiaoli Zhang
Application-oriented undergraduate colleges and universities shoulder the significant responsibility of training comprehensive applied high-quality talents in the field of network marketing for China. Under the background of “Internet +” era, the social demand for network marketing practical talents is increasing day by day, which puts forward higher requirements for the training of network marketing talents in application-oriented undergraduate colleges and universities. Accordingly, this paper constructs the wisdom classroom path of application-oriented undergraduate university network marketing to promote the deep integration of information technology and applied education, which comprehensively improves the education and teaching quality of application-oriented undergraduate.
{"title":"Research on the Construction Path of Network Marketing Wisdom Classroom in Application-Oriented Undergraduate under the Background of “Internet +”","authors":"Xiaoli Zhang","doi":"10.1109/ICNISC57059.2022.00015","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00015","url":null,"abstract":"Application-oriented undergraduate colleges and universities shoulder the significant responsibility of training comprehensive applied high-quality talents in the field of network marketing for China. Under the background of “Internet +” era, the social demand for network marketing practical talents is increasing day by day, which puts forward higher requirements for the training of network marketing talents in application-oriented undergraduate colleges and universities. Accordingly, this paper constructs the wisdom classroom path of application-oriented undergraduate university network marketing to promote the deep integration of information technology and applied education, which comprehensively improves the education and teaching quality of application-oriented undergraduate.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115121967","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00199
Sixiao Zou
With the gradual deepening of economic globalization, the frequency of cross-cultural business cooperation between countries has gradually increased. Whether at the macro or micro level, communication obstacles and economic losses caused by different cultural backgrounds to the economic exchanges of countries are also increasing. This paper selects the economic cooperation data (2014–2021) of 29 countries along the “Belt and Road” that have economic relations with China, uses Hofstede's cultural index to calculate the cultural distance between China and these countries along the route, and uses the extended gravity model to conduct empirical tests, The result shows that cultural distance does have an impact on bilateral economic cooperation, and there are differences due to regional differences.
{"title":"Research on the Impact of China's Economic Cooperation with the “Belt and Road” Countries from a Cross-Cultural Perspective","authors":"Sixiao Zou","doi":"10.1109/ICNISC57059.2022.00199","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00199","url":null,"abstract":"With the gradual deepening of economic globalization, the frequency of cross-cultural business cooperation between countries has gradually increased. Whether at the macro or micro level, communication obstacles and economic losses caused by different cultural backgrounds to the economic exchanges of countries are also increasing. This paper selects the economic cooperation data (2014–2021) of 29 countries along the “Belt and Road” that have economic relations with China, uses Hofstede's cultural index to calculate the cultural distance between China and these countries along the route, and uses the extended gravity model to conduct empirical tests, The result shows that cultural distance does have an impact on bilateral economic cooperation, and there are differences due to regional differences.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123647954","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00108
Duo Peng, Tengfei Zhang
Aiming at the problem of low positioning accuracy when the unknown node obtains the average hop distance from the nearest anchor node in the 3D DV-Hop localization algorithm, an improved 3D DV-Hop localization algorithm 3DWB-DVHop is proposed. The improved algorithm first removes the nodes that cannot communicate and cannot be located in the network topology; then adds a correction factor to correct the average hop distance; then creates an initial butterfly population for optimization, constructs an objective function, and uses adaptive weights to balance global search and optimization. The ability of local search makes it difficult for the algorithm to fall into the local optimum and accelerates the convergence accuracy of the algorithm. Finally, the improved WBOA optimization algorithm is used to obtain the global optimum average hop distance. The simulation results show that the algorithm can effectively improve the positioning accuracy of the algorithm without adding additional hardware facilities.
{"title":"3DWB-DVHop Node Positioning Algorithm Based on Improved BOA","authors":"Duo Peng, Tengfei Zhang","doi":"10.1109/ICNISC57059.2022.00108","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00108","url":null,"abstract":"Aiming at the problem of low positioning accuracy when the unknown node obtains the average hop distance from the nearest anchor node in the 3D DV-Hop localization algorithm, an improved 3D DV-Hop localization algorithm 3DWB-DVHop is proposed. The improved algorithm first removes the nodes that cannot communicate and cannot be located in the network topology; then adds a correction factor to correct the average hop distance; then creates an initial butterfly population for optimization, constructs an objective function, and uses adaptive weights to balance global search and optimization. The ability of local search makes it difficult for the algorithm to fall into the local optimum and accelerates the convergence accuracy of the algorithm. Finally, the improved WBOA optimization algorithm is used to obtain the global optimum average hop distance. The simulation results show that the algorithm can effectively improve the positioning accuracy of the algorithm without adding additional hardware facilities.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124179432","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}
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