2020 6th International Conference on Signal Processing and Communication (ICSC)最新文献_第4页

Performance Evaluation of Ad-Hoc Networks in Static & Mobile Environment 静态和移动环境下Ad-Hoc网络的性能评估

2020 6th International Conference on Signal Processing and Communication (ICSC) Pub Date : 2020-03-01 DOI: 10.1109/ICSC48311.2020.9182732

Anuradha Pughat, Bajrang Bansal, Tushar Verma

{"title":"Performance Evaluation of Ad-Hoc Networks in Static & Mobile Environment","authors":"Anuradha Pughat, Bajrang Bansal, Tushar Verma","doi":"10.1109/ICSC48311.2020.9182732","DOIUrl":"https://doi.org/10.1109/ICSC48311.2020.9182732","url":null,"abstract":"The Internet Protocol version 6 (IPv6) based routing protocol for low power and lossy networks (RPL) is used for routing in the static networks such as wireless sensor networks (WSNs) and internet of things (IoT). The research is going on to implement the RPL for mobile networks like vehicular ad-hoc network (VANET) and mobile ad-hoc network (MANET). These networks are infrastructure less and self-configuration is required to connect these mobile devices. There are some limitations of the RPL when the network is dense and mobility is introduced in it. For the solution of this problem, this paper presents the performance evaluation of RPL in the mobile network and comparison is performed with the static network. The implementation is done on the Contiki environment and results are analyzed on Cooja (network simulator). It is observed that the RPL performance depends strongly on number of sender nodes, sink nodes, and also on the inclusion of mobility to the nodes. The metric values increase with more packet loss with increasing the number of nodes in the network. Further the increase in number of sink nodes provides lesser packet loss, retransmission, and the energy consumption. The introduced mobility increases the network energy consumption.","PeriodicalId":334609,"journal":{"name":"2020 6th International Conference on Signal Processing and Communication (ICSC)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116845613","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

SRS Automator - An Attempt to Simplify Software Development Lifecycle SRS自动化——简化软件开发生命周期的一种尝试

2020 6th International Conference on Signal Processing and Communication (ICSC) Pub Date : 2020-03-01 DOI: 10.1109/ICSC48311.2020.9182768

M. Duggal, Naincy Saxena, M. Gurve

{"title":"SRS Automator - An Attempt to Simplify Software Development Lifecycle","authors":"M. Duggal, Naincy Saxena, M. Gurve","doi":"10.1109/ICSC48311.2020.9182768","DOIUrl":"https://doi.org/10.1109/ICSC48311.2020.9182768","url":null,"abstract":"A Software Requirements Specification (SRS) document showcases the details of the functions along with the capabilities that a software system should provide and all the constraints it should respect. This document serves as a base document for all the succeeding steps for the project which involves planning, designing, coding, testing maintenance. Everyone from being a developer to a tester to the project managers who are involved in the project rely on the SRS. The design team, the development team, the quality assurance and maintenance staff, the app or product testers, the support staff, and even the sales and marketing department people require the SRS. This makes this document one of the most important documents. The lack of an entirely free and open source tool to mechanize construction of a well-laid out requirements document proves to be a major hindrance to carry out the process of Requirements Engineering efficiently. Over the years, several new algorithms and tools have been proposed using a diverse kind of techniques. In this paper, we propose and develop a framework to solve the conversion problem of informal ideas to well-structured requirements specifications document by automating the SRS development process.","PeriodicalId":334609,"journal":{"name":"2020 6th International Conference on Signal Processing and Communication (ICSC)","volume":"129 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115172587","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

Internet of Things Architectural Elements, Challenges and Future Directions 物联网架构要素、挑战与未来方向

2020 6th International Conference on Signal Processing and Communication (ICSC) Pub Date : 2020-03-01 DOI: 10.1109/ICSC48311.2020.9182773

R. Kushwah, Payal Khurana Batra, Arti Jain

引用次数: 5

Efficient Traffic Density Estimation Using Convolutional Neural Network 基于卷积神经网络的高效交通密度估计

2020 6th International Conference on Signal Processing and Communication (ICSC) Pub Date : 2020-03-01 DOI: 10.1109/ICSC48311.2020.9182718

Anant Agarwal, Harshit Rana, Vaibhav Vats, M. Saraswat

引用次数: 0

A Review on Non-Invasive Biosensors for Early Detection of Lung Cancer 无创肺癌早期检测生物传感器研究进展

2020 6th International Conference on Signal Processing and Communication (ICSC) Pub Date : 2020-03-01 DOI: 10.1109/ICSC48311.2020.9182775

Manika Jha, Richa Gupta, R. Saxena

引用次数: 7

90 Km Transmission with 12X64 Hybrid Architecture for Access Networks 接入网用12X64混合架构传输90公里

2020 6th International Conference on Signal Processing and Communication (ICSC) Pub Date : 2020-03-01 DOI: 10.1109/ICSC48311.2020.9182731

A. Singhal, Gurcharan Singh, V. Bhatia

{"title":"90 Km Transmission with 12X64 Hybrid Architecture for Access Networks","authors":"A. Singhal, Gurcharan Singh, V. Bhatia","doi":"10.1109/ICSC48311.2020.9182731","DOIUrl":"https://doi.org/10.1109/ICSC48311.2020.9182731","url":null,"abstract":"This paper proposes a 12X64 long haul optical passive access system that communicates at a cumulative line rate of 180 Gbps. Hybrid Time Division Multiplexing-Wavelength Division Multiplexing (TDM-WDM) technique is utilized for transmission of the information signal on twelve wavelengths for 768 subscribers. The system model utilizes Differential Phase Shift Keying (DPSK) modulation in downstream and re-modulation in upstream with downlink optical carrier signal. It helps in avoiding the use of a separate laser for transmission of the information bits in the uplink direction. Thus, suggesting economical solution for access networks where large number of subscribers shares the network infrastructure. The demonstrated architecture is tested for the impact of input signal power level on communicated information signals. Also, the system architecture is examined for finding the optimum light detector of the Optical Network Unit (ONU). It is therefore observed that the proposed system is a practical answer to meet the higher line rate requirements of multimedia streams in the access networks with longer network span.","PeriodicalId":334609,"journal":{"name":"2020 6th International Conference on Signal Processing and Communication (ICSC)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131407480","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

BER Analysis of 60GHz Millimeter Wave over Free Space Optical Communication System 自由空间光通信系统60GHz毫米波的误码率分析

2020 6th International Conference on Signal Processing and Communication (ICSC) Pub Date : 2020-03-01 DOI: 10.1109/ICSC48311.2020.9182756

Ankur Sood, Rahul Kaushik

引用次数: 2

Smart Indoor Weather Monitoring Framework using IoT Devices and Cloud Computing 使用物联网设备和云计算的智能室内天气监测框架

2020 6th International Conference on Signal Processing and Communication (ICSC) Pub Date : 2020-03-01 DOI: 10.1109/ICSC48311.2020.9182769

Prateek Goyal, Gaurav Prit, Manisha Bharti

引用次数: 2

Smart Navigation System Using Air Quality Index 使用空气质素指数的智能导航系统

2020 6th International Conference on Signal Processing and Communication (ICSC) Pub Date : 2020-03-01 DOI: 10.1109/ICSC48311.2020.9182777

Ritik. S. Jain, Ishani Agarwal, Shubha Dwivedi, Shubham Singh, Archana Purwar, Dhanalekshmi Gopinathan

引用次数: 3

Spectral-Spatial Active Learning with Superpixel Profile for Classification of Hyperspectral Images 基于超像素轮廓的光谱空间主动学习用于高光谱图像分类

2020 6th International Conference on Signal Processing and Communication (ICSC) Pub Date : 2020-03-01 DOI: 10.1109/ICSC48311.2020.9182764

Kaushal Bhardwaj, A. Das, Swarnajyoti Patra

{"title":"Spectral-Spatial Active Learning with Superpixel Profile for Classification of Hyperspectral Images","authors":"Kaushal Bhardwaj, A. Das, Swarnajyoti Patra","doi":"10.1109/ICSC48311.2020.9182764","DOIUrl":"https://doi.org/10.1109/ICSC48311.2020.9182764","url":null,"abstract":"Hyperspectral image (HSI) classification has to deal with scarcity of training samples. Active learning (AL) methods are employed in the literature for generating informative training samples. Most of the existing AL methods are based on spectral values alone. In this paper we propose a spectral-spatial AL model for classification of HSI having limited training samples. In the proposed model first the spectral and spatial information of the HSI is integrated by constructing an extended superpixel profile (ESPP). To this end, the dimension of HSI is reduced using principal component analysis and a superpixel profile (SPP) is constructed for each component image. The SPP is constructed by concatenating the component image with the results obtained by applying the simple linear iterative clustering technique and replacing with average values of superpixel considering a sequence of superpixel thresholds. The pixels are replaced with the ESPP features. Next a query function based on uncertainty, diversity, cluster-assumption and their combination are applied iteratively to select batch of most informative samples for including in training set. Experiments are conducted on two real HSI data sets in which the proposed model is compared with the models based on spectral values alone and the spectral-spatial model based on extended attribute profile. The AL methods in the proposed model has outperformed all the state-of-the-art AL methods.","PeriodicalId":334609,"journal":{"name":"2020 6th International Conference on Signal Processing and Communication (ICSC)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127883728","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: 5