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2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS)最新文献

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Inter-Flow and Intra-Flow Network Coding Aware Routing for Wireless Multi-hop Network 无线多跳网络的流间和流内网络编码感知路由
2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS) Pub Date : 2019-12-01 DOI: 10.1109/ICICAS48597.2019.00168
Xing Shao, Cui-Xiang Wang, Letao Gao, Ruchuan Wang, Guoliang Chen, Peng Li
{"title":"Inter-Flow and Intra-Flow Network Coding Aware Routing for Wireless Multi-hop Network","authors":"Xing Shao, Cui-Xiang Wang, Letao Gao, Ruchuan Wang, Guoliang Chen, Peng Li","doi":"10.1109/ICICAS48597.2019.00168","DOIUrl":"https://doi.org/10.1109/ICICAS48597.2019.00168","url":null,"abstract":"Network coding possesses great potentiality in promoting wireless multi-hop network throughput performance. Network coding applied in routings includes intra-flow network coding and inter-flow network coding. The aim of intra-flow network coding is to promote wireless transmissions reliability. For inter-flow network coding, its purpose is to reduce transmission number and rise network throughput. In this paper, an inter-flow and intra-flow network coding aware routing (RACR) is designed for wireless multi-hop network to make use of the benefits of both intra-flow and inter-flow network coding. RACR actively detects inter-flow coding opportunities on the basis of network coding condition in routing discovery in order to discover more coding opportunities. In addition, intra-flow network coding is exploited at source node of each flow to ensure correct inter-flow decoding and to avoid the dependence on the receiving of any specific packet. The simulation results on NS2 confirm that RACR can reduce transmissions times and rise the throughput of network.","PeriodicalId":409693,"journal":{"name":"2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124396568","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
Disaster Transmission Network Based on Next-Generation Video Standard 基于下一代视频标准的灾难传输网络
2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS) Pub Date : 2019-12-01 DOI: 10.1109/ICICAS48597.2019.00037
Jian-guo Zhou, Shuwen Yi, Jintao Yang, Liang Zhou, Lu Lu
{"title":"Disaster Transmission Network Based on Next-Generation Video Standard","authors":"Jian-guo Zhou, Shuwen Yi, Jintao Yang, Liang Zhou, Lu Lu","doi":"10.1109/ICICAS48597.2019.00037","DOIUrl":"https://doi.org/10.1109/ICICAS48597.2019.00037","url":null,"abstract":"This paper mainly designed a disaster transmission network. The network consists of a terrestrial sensor network, a terrestrial Mesh network, and a satellite ground network. The network collects terrestrial sensor information and transmits it remotely by satellite. In order to save scarce satellite terrestrial bandwidth resources, we propose a disaster transmission network and routing strategy based on the new generation video coding standard H.265. The design architecture of this paper can complete the remote sensing task of disaster transmission, and the transmission bandwidth is greatly reduced compared with the traditional architecture when transmitting the same quality video, which provides a guarantee for preventing or defensing disasters.","PeriodicalId":409693,"journal":{"name":"2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121070123","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: 2
Pedestrian Partial Occlusion Detection Method Based on Improved YOLO Network Structure 基于改进YOLO网络结构的行人局部遮挡检测方法
2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS) Pub Date : 2019-12-01 DOI: 10.1109/ICICAS48597.2019.00082
Guangxi Chen, Baoying Zhan, Minjun Tang, Chen Xie
{"title":"Pedestrian Partial Occlusion Detection Method Based on Improved YOLO Network Structure","authors":"Guangxi Chen, Baoying Zhan, Minjun Tang, Chen Xie","doi":"10.1109/ICICAS48597.2019.00082","DOIUrl":"https://doi.org/10.1109/ICICAS48597.2019.00082","url":null,"abstract":"The problem of pedestrian detection accuracy is low due to partial occlusion of pedestrians in practical application scenarios, a pedestrian occlusion detection method based on improved YOLOv3 network structure is proposed. By improving the activation function and clustering method to strengthen the feature output layer of the shallow layer of the network, which effectively make the accuracy of detection better. The experimental results show that the mAP of proposed method is improved by 2.63 percent in the INRIA data set, and the improved network has good robustness and generalization ability, and guarantees the real-time of detection.","PeriodicalId":409693,"journal":{"name":"2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121072550","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
Quantum Algorithm for Finding Sets Intersection 寻找集合交集的量子算法
2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS) Pub Date : 2019-12-01 DOI: 10.1109/ICICAS48597.2019.00181
Shengping Tian, Ping Wang, Xiaomei Chen
{"title":"Quantum Algorithm for Finding Sets Intersection","authors":"Shengping Tian, Ping Wang, Xiaomei Chen","doi":"10.1109/ICICAS48597.2019.00181","DOIUrl":"https://doi.org/10.1109/ICICAS48597.2019.00181","url":null,"abstract":"We propose a quantum algorithm to solve the intersection problem of two sets by extending Bernstein-Vazirani algorithm. Given set and set . In the classic algorithm, we need to query times to find the solution of set . However, in our quantum algorithm, we need only one quantum query to find the set .","PeriodicalId":409693,"journal":{"name":"2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS)","volume":"321 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123679752","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
Text Mining Strategy of Power Customer Service Work Order Based on Natural Language Processing Technology 基于自然语言处理技术的电力客服工单文本挖掘策略
2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS) Pub Date : 2019-12-01 DOI: 10.1109/ICICAS48597.2019.00078
Houen Li, Zhicheng Li, Zhuyi Rao
{"title":"Text Mining Strategy of Power Customer Service Work Order Based on Natural Language Processing Technology","authors":"Houen Li, Zhicheng Li, Zhuyi Rao","doi":"10.1109/ICICAS48597.2019.00078","DOIUrl":"https://doi.org/10.1109/ICICAS48597.2019.00078","url":null,"abstract":"In order to improve the level of power customer service, we need to start with natural language processing technology, and conduct in-depth text mining of power customer complaint work order. Combined with the format and characteristics of power customer service work order, this paper proposed a text mining strategy of power customer service work order based on natural language processing technology which includes the following processes: work order data cleaning, text segmentation, information characterization, model training and model evaluation is proposed. The TF-IDF algorithm and the model optimization method based on accuracy calculation are applied in this strategy, which greatly improves the level of power customer service.","PeriodicalId":409693,"journal":{"name":"2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125680662","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: 2
Kinematics Analysis and Simulation of ABB Robot Based on MATLAB 基于MATLAB的ABB机器人运动学分析与仿真
2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS) Pub Date : 2019-12-01 DOI: 10.1109/ICICAS48597.2019.00196
Wei Shen, Hongjia Cheng
{"title":"Kinematics Analysis and Simulation of ABB Robot Based on MATLAB","authors":"Wei Shen, Hongjia Cheng","doi":"10.1109/ICICAS48597.2019.00196","DOIUrl":"https://doi.org/10.1109/ICICAS48597.2019.00196","url":null,"abstract":"In order to better control the robot for precise operation, taking ABB IRB 1410 robot as an example, the structure and connecting rod parameters of D-H representation are used to analyze, the forward and inverse solutions of the robot are obtained by MATLAB, and its kinematics is analyzed. Finally, the workspace of the robot is calculated by MATLAB software, and the trajectory of the robot's end manipulator is planned.","PeriodicalId":409693,"journal":{"name":"2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129010789","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: 1
SCSCDaylight: Network Monitoring Tools for Software-Defined Networks Based on Opendaylight SCSCDaylight:基于Opendaylight的软件定义网络监控工具
2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS) Pub Date : 2019-12-01 DOI: 10.1109/ICICAS48597.2019.00075
Lu Wang, Meng Sun, Shaoju Tang
{"title":"SCSCDaylight: Network Monitoring Tools for Software-Defined Networks Based on Opendaylight","authors":"Lu Wang, Meng Sun, Shaoju Tang","doi":"10.1109/ICICAS48597.2019.00075","DOIUrl":"https://doi.org/10.1109/ICICAS48597.2019.00075","url":null,"abstract":"Monitoring is a foundation for network management. Timely and accurate network statistics is essential to critical network management task, such as traffic engineering, service-level agreement (SLA), anomaly detection and troubleshooting. However, in traditional networks, monitoring is difficult to achieve due to the lack of support by the equipment. Recently, software defined network (SDN) separates the network control plane from the data forwarding plane, and manages the network by the centralized controller which can access the underlying device data flexibly. In this paper, a Software-Defined Networks monitoring tools-SCSCDaylight is implemented based on opendaylight, which is an open source SDN controller platform. The tools support network topology partition, multiple controller collaboration, two-way link speed and packet loss rate measurement. And the network simulation is used to evaluate this system. The experimental results show that the tools can accurately implement the measurement of link speed and packet loss rate.","PeriodicalId":409693,"journal":{"name":"2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS)","volume":"298 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130544216","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: 2
Face Recognition via Convolutional Neural Networks and Siamese Neural Networks 基于卷积神经网络和暹罗神经网络的人脸识别
2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS) Pub Date : 2019-12-01 DOI: 10.1109/ICICAS48597.2019.00161
Wanxin Cui, Wei Zhan, J. Yu, Chenfan Sun, Yangyang Zhang
{"title":"Face Recognition via Convolutional Neural Networks and Siamese Neural Networks","authors":"Wanxin Cui, Wei Zhan, J. Yu, Chenfan Sun, Yangyang Zhang","doi":"10.1109/ICICAS48597.2019.00161","DOIUrl":"https://doi.org/10.1109/ICICAS48597.2019.00161","url":null,"abstract":"Deep convolutional neural networks is playing very important role to solve computer vision task in these decades. In this research has shown implementation state of art face recognition methods and compared them. Advantages and disadvantages of Convolutional and Siamese neural networks is explored for the face recognition task. The novel face recognition system accuracy is checked on the widely used Labelled Faces in the Wild (LFW) dataset. In the study has introduced concepts of triplet loss function. Experiment results can be useful for the developers who is going to create AI applications such as Security system, Self-learning, Visitor analysis system, Face recognition system, Face verification system and many more.","PeriodicalId":409693,"journal":{"name":"2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130564862","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: 11
Comprehensive Energy flow Optimization Model Based on Energy Consumption Structure 基于能源消费结构的综合能量流优化模型
2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS) Pub Date : 2019-12-01 DOI: 10.1109/ICICAS48597.2019.00050
Tao Wang, Shuai Tang, Xuefei Liu, Guangyi Li, Tong Zhao, P. Sun
{"title":"Comprehensive Energy flow Optimization Model Based on Energy Consumption Structure","authors":"Tao Wang, Shuai Tang, Xuefei Liu, Guangyi Li, Tong Zhao, P. Sun","doi":"10.1109/ICICAS48597.2019.00050","DOIUrl":"https://doi.org/10.1109/ICICAS48597.2019.00050","url":null,"abstract":"Under the bottleneck situation of traditional energy development, we should make full use of sustainable new energy supply and social consumption. The new energy system is composed of many types of independent power generation systems. The efficiency, quality and time cycle of energy conversion sources are different, which leads to different energy consumption pricing. Customers' consumption behavior will consider their demand and market price to use energy reasonably, which also causes the trend change of power grid energy trend. This paper focuses on the analysis of energy consumption structure model under the new situation, so as to guide and judge the development trend of power trend. This paper analyzes the structural factors of energy consumption that can affect the change of energy flow, extracts the important influencing factors. As the limiting conditions in the optimization model, uses the fast decomposition power flow analysis algorithm to build a comprehensive energy model. Provides more accurate decision-making for energy development and distribution through online calculation of real-time data.","PeriodicalId":409693,"journal":{"name":"2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114087340","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
Hash Algorithm Optimization for Long-Span Digital Currency Transactions Based on Multi-Constraint Optimization 基于多约束优化的大跨度数字货币交易哈希算法优化
2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS) Pub Date : 2019-12-01 DOI: 10.1109/ICICAS48597.2019.00123
Jianqiang Li
{"title":"Hash Algorithm Optimization for Long-Span Digital Currency Transactions Based on Multi-Constraint Optimization","authors":"Jianqiang Li","doi":"10.1109/ICICAS48597.2019.00123","DOIUrl":"https://doi.org/10.1109/ICICAS48597.2019.00123","url":null,"abstract":"Block chain technology and satellite integration to achieve wide-area security transactions has become a hot topic in the field of information security. It will face two major problems: the real-time transmission of large-span digital currency and the credibility of digital currency transmission under complex interference. In order to solve the above problems, this paper proposes a multi-constrained optimization-based hashing algorithm for long-span digital currency transactions. By analyzing satellite communication means and one-way hashing operation, the relationship between time delays under long-span digital currency transmission is obtained. By optimizing the hashing operation of constraints, the algorithm is improved largely. The adaptive ability of bit error rate (BER) and the construction of digital token based on multi-constraint enhanced hash algorithm provide a reliable authentication benchmark for digital currency transactions, design a large-span digital currency transaction process, and effectively suppress the information leakage caused by interference in the transmission process. The simulation results show that the performance of the proposed algorithm is greatly improved in security and complexity.","PeriodicalId":409693,"journal":{"name":"2019 International Conference on Intelligent Computing, Automation and Systems (ICICAS)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114339749","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: 1
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