2016 International Conference on Computer, Information and Telecommunication Systems (CITS)最新文献_第5页

Detecting first-order leakages against the tower field masking scheme 根据塔场掩蔽方案检测一阶泄漏

2016 International Conference on Computer, Information and Telecommunication Systems (CITS) Pub Date : 2016-07-06 DOI: 10.1109/CITS.2016.7546450

Miao Yuan, Guoqiang Bai

引用次数: 0

A Min-Actor algorithm for connected dominating set formation in WSAN WSAN中连通控制集形成的最小-参与者算法

2016 International Conference on Computer, Information and Telecommunication Systems (CITS) Pub Date : 2016-07-06 DOI: 10.1109/CITS.2016.7546411

Yun Zhang, Yu Guo, Zhenqiang Mi, Yang Yang, M. Obaidat

{"title":"A Min-Actor algorithm for connected dominating set formation in WSAN","authors":"Yun Zhang, Yu Guo, Zhenqiang Mi, Yang Yang, M. Obaidat","doi":"10.1109/CITS.2016.7546411","DOIUrl":"https://doi.org/10.1109/CITS.2016.7546411","url":null,"abstract":"As the virtual backbone of the network, connected dominating set (CDS) plays an important role in supporting data communication, reducing the routing overhead, and enhancing the scalability of the network. Traditional CDS construction algorithms are usually applied to the networks with homogeneous nodes, e.g., a pure wireless sensor network. In the past few years, Wireless Sensor and Actor Networks (WSANs) have attracted growing attentions due to its capabilities of sensing and gathering information, as well as performing certain tasks by actor nodes. One of the most critical issues in WSAN is how to construct an appropriate CDS with the consideration of heterogeneous nodes. Specifically, how to construct the CDS that contains minimum number of actors, so that the movement of actors poses a minimal threat to the integrity of the CDS. In this paper, we take the nature of the actor nodes into consideration and propose a CDS construction algorithm named Min-Actor algorithm (MIA), which can reduce nodes' movement constraints in WSAN. Simulation results confirm that MIA can effectively reduce the number of the actors in CDS, thus reducing the impact of actors' movement on the network.","PeriodicalId":340958,"journal":{"name":"2016 International Conference on Computer, Information and Telecommunication Systems (CITS)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116864725","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

Research on mobile network traffic taxonomy 移动网络流量分类研究

2016 International Conference on Computer, Information and Telecommunication Systems (CITS) Pub Date : 2016-07-06 DOI: 10.1109/CITS.2016.7546389

Z. Liu, Ruoyu Wang, Deyu Tang

引用次数: 1

A temporal self-organizing neural network for adaptive sub-sequence clustering and case studies 自适应子序列聚类的时间自组织神经网络及其实例研究

2016 International Conference on Computer, Information and Telecommunication Systems (CITS) Pub Date : 2016-07-06 DOI: 10.1109/CITS.2016.7546436

Dong Wang, Yanfang Long, Zhu Xiao, Zhiyang Xiang, Wenjie Chen

{"title":"A temporal self-organizing neural network for adaptive sub-sequence clustering and case studies","authors":"Dong Wang, Yanfang Long, Zhu Xiao, Zhiyang Xiang, Wenjie Chen","doi":"10.1109/CITS.2016.7546436","DOIUrl":"https://doi.org/10.1109/CITS.2016.7546436","url":null,"abstract":"Temporal neural networks such as Temporal Kohonen Map (TKM) and Recurrent Self-Organizing Map (RSOM) are popular for their incremental and explicit learning abilities. However, for sub-sequence clustering TKM and RSOM may generate many fragments whose classification membership is hard to decide. Besides they have stability issues in multivariate time series processing because they model the historical neuron activities on each variable independently. To overcome the drawbacks, we propose an adaptive sub-sequence clustering method based on single layered Self-Organizing Incremental Neural Network (SOINN). A recurrent filter is proposed to model the quantizations of neuron activations each as a scalar instead of a vector like in TKM and RSOM. Then it is integrated with the single layered SOINN for adaptive clustering where fragmented clusters in TKM and RSOM is replaced by a smoothed clustering result. Experiments are carried out on two datasets, namely a traffic flow dataset from open Caltrans performance measurement systems and a part of the KDD Cup 99 intrusion detection dataset. Experimental results show that the proposed method outperforms the conventional methods by 21.3% and 9.1% on the two datasets respectively.","PeriodicalId":340958,"journal":{"name":"2016 International Conference on Computer, Information and Telecommunication Systems (CITS)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115049395","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 smart home control system based on indoor location and attitude estimation 一种基于室内定位和姿态估计的智能家居控制系统

2016 International Conference on Computer, Information and Telecommunication Systems (CITS) Pub Date : 2016-07-06 DOI: 10.1109/CITS.2016.7546460

Mingliang Xiong, Yiming Wu, Yipeng Ding, Xueyu Mao, Zhenyi Fang, Haiping Huang

引用次数: 11

Optimization of small cell deployment in heterogeneous wireless networks 异构无线网络中小蜂窝部署的优化

2016 International Conference on Computer, Information and Telecommunication Systems (CITS) Pub Date : 2016-07-06 DOI: 10.1109/CITS.2016.7546432

Wenjie Chen, Huashan Li, Zhongfeng Li, Zhu Xiao, Dong Wang

引用次数: 2

An improved root-MUSIC algorithm and MSE analysis 一种改进的根- music算法及MSE分析

2016 International Conference on Computer, Information and Telecommunication Systems (CITS) Pub Date : 2016-07-06 DOI: 10.1109/CITS.2016.7546455

Dijie Wang, Rong Chai, F. Gao

引用次数: 6

The impact of device-to-device communication on the capacity of cellular systems 设备对设备通信对蜂窝系统容量的影响

2016 International Conference on Computer, Information and Telecommunication Systems (CITS) Pub Date : 2016-07-06 DOI: 10.1109/CITS.2016.7546406

Min Wang, Xianxian Wang, Xiaomeng Chai, W. Huangfu

引用次数: 2

A priority based message forwarding scheme for Opportunistic Networks 机会网络中基于优先级的消息转发方案

2016 International Conference on Computer, Information and Telecommunication Systems (CITS) Pub Date : 2016-07-06 DOI: 10.1109/CITS.2016.7546424

D. Sharma, S. K. Dhurandher, M. Obaidat, Sahil Pruthi, B. Sadoun

引用次数: 9

The impact of relative distance on artificial-noise-aided secure transmission 相对距离对人工噪声辅助安全传输的影响

2016 International Conference on Computer, Information and Telecommunication Systems (CITS) Pub Date : 2016-07-06 DOI: 10.1109/CITS.2016.7546418

Hao Deng, Huiming Wang, Yi Zhang, Qian Yang, Xueqin Jiang, Wenjie Wang

引用次数: 0