2016 11th International Conference on Industrial and Information Systems (ICIIS)最新文献_第7页

Neurally augmented object identification scheme for hyperspectral images 高光谱图像的神经增强目标识别方案

2016 11th International Conference on Industrial and Information Systems (ICIIS) Pub Date : 2016-12-01 DOI: 10.1109/ICIINFS.2016.8262942

A. Mishra, N. S. Rajput, Purnendu Mishra, K. Singh

{"title":"Neurally augmented object identification scheme for hyperspectral images","authors":"A. Mishra, N. S. Rajput, Purnendu Mishra, K. Singh","doi":"10.1109/ICIINFS.2016.8262942","DOIUrl":"https://doi.org/10.1109/ICIINFS.2016.8262942","url":null,"abstract":"Hyperspectral images consist of unique signature patterns for various physical objects. These unique signatures can be utilized to identify similar objects on a land used/ land cover. In this paper, a neutrally augmented methodology for efficient object identification using hyperspectral images has been proposed. In the proposed scheme, first, the training samples of the known objects (viz. road, soil, and vegetation) are extracted from the hyperspectral cube. An elementary two-stage feed-forward artificial neural network (ANN) was then employed for correct identification of road, soil, and vegetation, within the training image. In the first stage of ANN, principal component analysis (PCA) has been applied for dimensionality reduction (retaining about 99.5% information) whereas the second stage has a simpler 15 neuron feed forward (FF) back-propagation (BP) ANN for correct identification of different objects. Eventually, the proposed scheme has been verified with the image of San Joachim field site located in California (NEON Domain 17). This hyperspectral cube has a size of 477 ∗ 502 ∗ 426. All the corresponding pixels representing road, soil, and vegetation in the aforesaid image have been identified with 100% accuracy using the proposed scheme.","PeriodicalId":234609,"journal":{"name":"2016 11th International Conference on Industrial and Information Systems (ICIIS)","volume":"89 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126214287","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

Comparative analysis of Koch, sierpinski and composite fractal antennas with rectangular microstrip fractal antenna Koch、sierpinski和复合分形天线与矩形微带分形天线的对比分析

2016 11th International Conference on Industrial and Information Systems (ICIIS) Pub Date : 2016-12-01 DOI: 10.1109/ICIINFS.2016.8263018

N. Sharma, Ramandeep Kaur, Vipul K. Sharma

{"title":"Comparative analysis of Koch, sierpinski and composite fractal antennas with rectangular microstrip fractal antenna","authors":"N. Sharma, Ramandeep Kaur, Vipul K. Sharma","doi":"10.1109/ICIINFS.2016.8263018","DOIUrl":"https://doi.org/10.1109/ICIINFS.2016.8263018","url":null,"abstract":"In this paper a comparison has been made between the existing fractal antennas with the proposed microstrip antenna. The proposed antenna is designed by using fractal technique and the antenna can be used for different wireless applications as per FCC standards such as WiMAX (3.3–3.7), point to point high speed wireless communication (5.92–8.5) and WLAN (4.82–5.95). All the antennas are designed by using FR4 epoxy substrate with dielectric constant of 4.4 and thickness 1.6mm. The results of proposed antenna are compared with the existing antennas (Koch, sierpinski, composite and wide band fractal antennas). It has been analyzed that the proposed antenna shows the better results as compared to the existing antennas. The existing antennas works on three or four frequency bands of operation, where as proposed antenna works of seven different resonant frequency bands. Values of gain and return loss of the designed antenna is at acceptable level for all the frequency bands. This shows that the designed antenna is suitable for the different wireless applications.","PeriodicalId":234609,"journal":{"name":"2016 11th International Conference on Industrial and Information Systems (ICIIS)","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126748343","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: 4

A review on active magnetic bearing and exploitation of parametric model order reduction 主动磁轴承研究进展及参数化模型降阶方法的开发

2016 11th International Conference on Industrial and Information Systems (ICIIS) Pub Date : 2016-12-01 DOI: 10.1109/ICIINFS.2016.8262977

S. Saha, M. Nabi

引用次数: 5

Study of a microstrip triangular patch antenna for body area network applications mounted on teflon cylindrical surface 聚四氟乙烯圆柱面体域网微带三角形贴片天线的研究

2016 11th International Conference on Industrial and Information Systems (ICIIS) Pub Date : 2016-12-01 DOI: 10.1109/ICIINFS.2016.8262915

E. Johari, Sovan Mohanty, Pradyot Kala, H. Singh, H. Baskey

{"title":"Study of a microstrip triangular patch antenna for body area network applications mounted on teflon cylindrical surface","authors":"E. Johari, Sovan Mohanty, Pradyot Kala, H. Singh, H. Baskey","doi":"10.1109/ICIINFS.2016.8262915","DOIUrl":"https://doi.org/10.1109/ICIINFS.2016.8262915","url":null,"abstract":"This paper proposes a novel class of conformal antenna having a triangular patch fabricated over a cylindrical surface for 4.78 GHz frequency application. Antenna is designed using Teflon in order to achieve the highest possible characteristics like gain and return loss with ease in conformal antenna designing. The motivation for this work was to devise a radiation element which has ability to conform to cylindrical shapes and for flexible BAN (Body area Network) and RFID applications. Also, this paper shows the advantage of triangular patch antenna as compared to rectangular patch design when fabricated on cylindrical substrate. We show that Teflon is not only cost efficient, as compare to other substrates, but also, shows good radiation characteristics with respect to simulated results and has tolerable limitations for operating temperature and excitation. Full wave approach is used to study designing equations for the radiating conformal patch. Finally, some numerical and graphical results are simulated and presented for the discussed application.","PeriodicalId":234609,"journal":{"name":"2016 11th International Conference on Industrial and Information Systems (ICIIS)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124322916","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

Effects of relaying schemes in scalable wireless sensor networks 可扩展无线传感器网络中中继方案的影响

2016 11th International Conference on Industrial and Information Systems (ICIIS) Pub Date : 2016-12-01 DOI: 10.1109/ICIINFS.2016.8262983

Kaushal Kumar, Abhay Sharma

引用次数: 0

Bring-your-own-encryption: How far are we? 自带加密:我们走了多远?

2016 11th International Conference on Industrial and Information Systems (ICIIS) Pub Date : 2016-12-01 DOI: 10.1109/ICIINFS.2016.8263023

Vishnu Kumar, Iti Sharma

引用次数: 2

Comparative analysis of Gaussian mixture model, logistic regression and random forest for big data classification using map reduce 基于图约简的高斯混合模型、逻辑回归和随机森林大数据分类的比较分析

2016 11th International Conference on Industrial and Information Systems (ICIIS) Pub Date : 2016-12-01 DOI: 10.1109/ICIINFS.2016.8262961

Vikas Singh, Rahul K. Gupta, R. K. Sevakula, N. Verma

引用次数: 7

BER performance analysis of Cooperative MIMO system with two-way relay using physical network coding 基于物理网络编码的双向中继协同MIMO系统误码率分析

2016 11th International Conference on Industrial and Information Systems (ICIIS) Pub Date : 2016-12-01 DOI: 10.1109/ICIINFS.2016.8262995

Jyotsna Sharma, Y. P. K. Sarma

引用次数: 1

Variable step ILSE based control algorithm for power quality improvement of SPV system 基于变步长ILSE的SPV系统电能质量改善控制算法

2016 11th International Conference on Industrial and Information Systems (ICIIS) Pub Date : 2016-12-01 DOI: 10.1109/ICIINFS.2016.8263035

Priyank Shah, Ikhlaq Hussain, Bhim Singh

引用次数: 2

Inverse kinematics evaluation for robotic manipulator using support vector regression and kohonen self organizing map 基于支持向量回归和kohonen自组织映射的机械臂逆运动学评价

2016 11th International Conference on Industrial and Information Systems (ICIIS) Pub Date : 2016-12-01 DOI: 10.1109/ICIINFS.2016.8262969

Aquib Mustafa, Chirag Tyagi, N. Verma

引用次数: 4