2018 Conference on Information and Communication Technology (CICT)最新文献_第9页

Secrecy Performance of Cellular Multiuser Two-Way Decode-and-Forward Relay Networks 蜂窝多用户双向解码转发中继网络的保密性能

2018 Conference on Information and Communication Technology (CICT) Pub Date : 2018-10-01 DOI: 10.1109/INFOCOMTECH.2018.8722426

Anshul Pandey, S. Yadav

引用次数: 1

A Congestion-Aware Routing Protocol for Voluminous Data Collection in Wireless Sensor Networks 面向无线传感器网络海量数据采集的拥塞感知路由协议

2018 Conference on Information and Communication Technology (CICT) Pub Date : 2018-10-01 DOI: 10.1109/INFOCOMTECH.2018.8722372

Utkarsh Sonpatki, Sai Krishna Mothku, Rashmi Ranjan Rout

{"title":"A Congestion-Aware Routing Protocol for Voluminous Data Collection in Wireless Sensor Networks","authors":"Utkarsh Sonpatki, Sai Krishna Mothku, Rashmi Ranjan Rout","doi":"10.1109/INFOCOMTECH.2018.8722372","DOIUrl":"https://doi.org/10.1109/INFOCOMTECH.2018.8722372","url":null,"abstract":"In an event-based Wireless Sensor Network (WSN), a sensor node generates data on occurrence of an event. The generated data packets may be voluminous and the data need to be delivered at the destination with minimal delay for applications like intrusion detection in the battle-field, monitoring chemical plants, nuclear plants, health of bridges and issuing tsunami alerts. Wireless sensor networks are limited in resources, such as energy, storage, processing power and bandwidth. A huge amount of data and limited bandwidth may result in packet collisions, which leads to packet drops. To achieve the data transmission reliability, retransmission of the lost packets need to be done. However, retransmissions increase packet delivery delay and energy consumption. In this paper, a data forwarding (routing) mechanism has been proposed to control the congestion for voluminous data collection in Wireless Sensor Networks. Further, a M/M/1/B queueing model has been adopted to determine the probability of occurrence of buffer overflow at a node. In the proposed mechanism, every node chooses the best node to route the data based on the level of congestion and available buffer space at upstream neighbour nodes. Simulation has been performed and results are compared with AODV (ad hoc on-demand distance vector) routing algorithm to show the virtue of the proposed mechanism in terms of packet drop, average packet delay and packet delivery ratio.","PeriodicalId":175757,"journal":{"name":"2018 Conference on Information and Communication Technology (CICT)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128029117","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

An Improved SVD based Image Compression 一种改进的基于SVD的图像压缩方法

2018 Conference on Information and Communication Technology (CICT) Pub Date : 2018-10-01 DOI: 10.1109/INFOCOMTECH.2018.8722414

Kapil Mishra, Satish Kumar Singh, P. Nagabhushan

{"title":"An Improved SVD based Image Compression","authors":"Kapil Mishra, Satish Kumar Singh, P. Nagabhushan","doi":"10.1109/INFOCOMTECH.2018.8722414","DOIUrl":"https://doi.org/10.1109/INFOCOMTECH.2018.8722414","url":null,"abstract":"Advent of information technology since last two to three decades led to the enormous generation of multimedia data. Digital images form a major share of multimedia data; hence a large interest over the area of image compression had been seen among researchers. Image compression deals with exploiting visual imperceptibility of human eye to encode data with much smaller number of bits for the same amount of information. Singular Value Decomposition (or SVD as it is commonly abbreviated) based image compression had been extensively studied in the past few decades. We present an improved approach over the technique using the orthonormal property of the matrices produced in SVD decomposition method. We show that we do not need to store full vectors in order to preserve the orthonormal matrices of eigenvectors instead if we store partial vectors then also we can generate the rest of the values using the orthonormal properties of the matrices of eigenvectors. We further derive a mathematical expression for the compression ratio for this scheme and extend it to derive an expression for the gain thus involved. We present the experimental results showing the PSNR, SSIM and compression ratio of the proposed scheme with that of the state of the art SVD compression scheme. The results indicate that the proposed scheme improves the compression ratio while maintain the image quality.","PeriodicalId":175757,"journal":{"name":"2018 Conference on Information and Communication Technology (CICT)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132339706","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

Spam Email Detection using ID3 Algorithm and Hidden Markov Model 基于ID3算法和隐马尔可夫模型的垃圾邮件检测

2018 Conference on Information and Communication Technology (CICT) Pub Date : 2018-10-01 DOI: 10.1109/INFOCOMTECH.2018.8722378

V. Kumar, Monika, Parveen Kumar, Ambalika Sharma

引用次数: 7

A Deep Convolutional Neural Network for Interrelationship Identification between Humans from Images 基于图像的人际关系识别的深度卷积神经网络

2018 Conference on Information and Communication Technology (CICT) Pub Date : 2018-10-01 DOI: 10.1109/INFOCOMTECH.2018.8722391

Amit Verma, T. Meenpal, B. Acharya

引用次数: 0

2018 Conference on Information and Communication Technology (CICT) Pub Date : 2018-10-01 DOI: 10.1109/infocomtech.2018.8722347

引用次数: 0

Knowledge Engineering Perspective of Video Compression 视频压缩的知识工程视角

2018 Conference on Information and Communication Technology (CICT) Pub Date : 2015-12-01 DOI: 10.1109/INFOCOMTECH.2018.8722366

Daggumalli Sudheera, K. Sirisha, K. M Inchara, B. Sivaselvan

引用次数: 2