2018 Chinese Control And Decision Conference (CCDC)最新文献_第6页

Commodity 3D display based on point cloud reconstruction 基于点云重构的商品三维展示

2018 Chinese Control And Decision Conference (CCDC) Pub Date : 2018-06-01 DOI: 10.1109/CCDC.2018.8408111

Yujie Fu, Tong Jia, Zhaozhan Song, Bo Peng

引用次数: 0

Motion-planning-based formation-containment control for multi-agent systems 基于运动规划的多智能体系统编队控制

2018 Chinese Control And Decision Conference (CCDC) Pub Date : 2018-06-01 DOI: 10.1109/CCDC.2018.8407121

Li Yongfang, Zhao Yu

引用次数: 0

Classification method based on global and local support vector machine 基于全局和局部支持向量机的分类方法

2018 Chinese Control And Decision Conference (CCDC) Pub Date : 2018-06-01 DOI: 10.1109/CCDC.2018.8407280

Liming Liu, Mao-xiang Chu, Rongfen Gong, Dapeng Xu

引用次数: 0

On the crowdsourcing-based radio map construction with noisy location labels 基于众包的带噪声位置标签无线地图构建研究

2018 Chinese Control And Decision Conference (CCDC) Pub Date : 2018-06-01 DOI: 10.1109/CCDC.2018.8408088

Baoqi Huang, Jian Song, Bing Jia, Long Zhao

{"title":"On the crowdsourcing-based radio map construction with noisy location labels","authors":"Baoqi Huang, Jian Song, Bing Jia, Long Zhao","doi":"10.1109/CCDC.2018.8408088","DOIUrl":"https://doi.org/10.1109/CCDC.2018.8408088","url":null,"abstract":"In order to reduce the overheads of constructing a dense radio map as well as to prevent the accuracy degradation, various crowdsourcing-based methods have been developed to automatically collect WiFi RSS measurements to build the radio map. Unlike existing studies focusing on crowdsourcing techniques, this paper deals with how to efficiently and accurately produce the radio map based on crowdsourcing RSS measurements which suffer from noisy location labels. In the literature, gaussian process regression (GPR) is commonly adopted to construct radio maps by sufficiently making use of the spatial correlation among received signal strength (RSS) measurements at nearby locations. However, the standard GPR does not take into account the uncertainties in the location labels attached to the crowdsourcing RSS measurements, which consequently deteriorates the performance of localization systems relying on the corresponding radio maps. Hence, the standard GPR is extended to mitigate the influences of noisy location labels. Experiments are carried out based on practical RSS measurements, and confirm the feasibility and superiority of the proposed method.","PeriodicalId":409960,"journal":{"name":"2018 Chinese Control And Decision Conference (CCDC)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116274507","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

Simultaneous Location and Map Construction Based on RBPF-SLAM Algorithm 基于RBPF-SLAM算法的同步定位与地图构建

2018 Chinese Control And Decision Conference (CCDC) Pub Date : 2018-06-01 DOI: 10.1109/CCDC.2018.8407981

Hong He, Yunhui Jia, Lei Sun

引用次数: 5

Modeling and control for a descriptor epidemic system with nonlinear incidence rates 具有非线性发病率的广义流行病系统的建模与控制

2018 Chinese Control And Decision Conference (CCDC) Pub Date : 2018-06-01 DOI: 10.1109/CCDC.2018.8407488

Chunling Chang, Yuanwei Jing, B. Zhu

引用次数: 1

Secure support vector machines with data perturbation 具有数据扰动的安全支持向量机

2018 Chinese Control And Decision Conference (CCDC) Pub Date : 2018-06-01 DOI: 10.1109/CCDC.2018.8407306

Xinning Li, Zhiping Zhou

{"title":"Secure support vector machines with data perturbation","authors":"Xinning Li, Zhiping Zhou","doi":"10.1109/CCDC.2018.8407306","DOIUrl":"https://doi.org/10.1109/CCDC.2018.8407306","url":null,"abstract":"In view of the increasing demand for privacy protection, traditional data mining process has to be optimized when the data owners are usually unwilling to release their original data for analysis. Aiming at the data classification in data mining, we have proposed CI-SVM (Condensed Information-Support Vector Machine) algorithm to achieve safe and efficient data classification. In this paper, the RCI-SVM (Random Linear Transformation with Condensed Information-Support Vector Machine) algorithm is proposed to use random linear transformation to convert the condensed information to another random vector space. The compressed information in CI-SVM are obtained by clustering the original data, although it is possible to ensure that the accurate original information will not be exposed, to some extent they may still carry some characteristics of the original datasets. Unlike most of the existing data perturbations, due to the early information enrichment processing, RCI-SVM will not preserve the dot product and Euclidean distance relationship between the original datasets and the transformed datasets, which means it's stronger than existing methods in security. Our experiment results on datasets show that the proposed RCI-SVM algorithm can performs well on classification efficiency and security.","PeriodicalId":409960,"journal":{"name":"2018 Chinese Control And Decision Conference (CCDC)","volume":"142 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116351689","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

Pulse Doppler radar based on micro variation chaos genetic algorithm 基于微变分混沌遗传算法的脉冲多普勒雷达

2018 Chinese Control And Decision Conference (CCDC) Pub Date : 2018-06-01 DOI: 10.1109/CCDC.2018.8407227

Tan Jiansheng, Pan Wei, Sun Jian, Xu Shaolin

引用次数: 0

Multilevel control of traffic flow in a motorway network 高速公路网交通流的多级控制

2018 Chinese Control And Decision Conference (CCDC) Pub Date : 2018-06-01 DOI: 10.1109/CCDC.2018.8408131

Yubin Wang, Wenyong Li, J. van Schuppen, J. Vrancken

引用次数: 0

Price decisions for reverse supply chain considering IERs and UIC 考虑IERs和UIC的逆向供应链价格决策

2018 Chinese Control And Decision Conference (CCDC) Pub Date : 2018-06-01 DOI: 10.1109/CCDC.2018.8407169

Gu Qiaolun, Gao Tiegang

引用次数: 1