2016 Fifth International Conference on Eco-friendly Computing and Communication Systems (ICECCS)最新文献

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Two dimensional discrete Wavelet transform and Probabilistic neural network used for brain tumor detection and classification 二维离散小波变换和概率神经网络用于脑肿瘤检测与分类

2016 Fifth International Conference on Eco-friendly Computing and Communication Systems (ICECCS) Pub Date : 2016-12-01 DOI: 10.1109/ECO-FRIENDLY.2016.7893235

S. Nagtode, Bhakti B. Potdukhe, Pradnya Morey

{"title":"Two dimensional discrete Wavelet transform and Probabilistic neural network used for brain tumor detection and classification","authors":"S. Nagtode, Bhakti B. Potdukhe, Pradnya Morey","doi":"10.1109/ECO-FRIENDLY.2016.7893235","DOIUrl":"https://doi.org/10.1109/ECO-FRIENDLY.2016.7893235","url":null,"abstract":"This paper present brain tumor detection and classification using discrete wavelet transform and Probabilistic neural network. The 2D Gabor wavelet (GW) analysis and Probabilistic neural network analysis has been generally used in face identification. Owing to the robustness of GW features against local distortions, variance of illumination and Probabilistic neural network give the proper results of classification. Taking advantage of wavelet transform use in face recognition and its proper outcomes, this Gabor Wavelet approach can be used in other image studies, such as practical images. The proper study of Basic brain images is of huge importance in the early detection of brain inconsistency and disorder, as they provide important detached information in the brain. In this paper, a two dimensional Gabor wavelet analysis application for brain images, for early identification of tumor and a method for brain tumor classification, where images are classified into non-cancerous (benign) brain tumor and cancerous (malignant) brain tumor.","PeriodicalId":405434,"journal":{"name":"2016 Fifth International Conference on Eco-friendly Computing and Communication Systems (ICECCS)","volume":"35 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":"133646021","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: 14

Experimental analysis of various protocols on VoIP traffic with different CODECs in Wireless LAN 无线局域网中不同编解码器下各种协议对VoIP流量的实验分析

2016 Fifth International Conference on Eco-friendly Computing and Communication Systems (ICECCS) Pub Date : 2016-12-01 DOI: 10.1109/ECO-FRIENDLY.2016.7893252

Sonali Chandel, S. Sharma

{"title":"Experimental analysis of various protocols on VoIP traffic with different CODECs in Wireless LAN","authors":"Sonali Chandel, S. Sharma","doi":"10.1109/ECO-FRIENDLY.2016.7893252","DOIUrl":"https://doi.org/10.1109/ECO-FRIENDLY.2016.7893252","url":null,"abstract":"Voice over IP (VoIP) is the most popular growing Application layer protocol. In VoIP voice in the form of data packets are transmitted by using public networks such as the internet. In parallel, the use of Wireless LAN is also increasing in buildings, offices, airports. This paper shows the analysis of different routing protocols on VoIP traffic with different codecs in Wireless LAN. The impact of node density on the considered routing protocols was also evaluated. The increase in a number of nodes devalorizes voice quality. Some popular routing protocols, namely Dynamic Source Routing (DSR), Ad hoc On-Demand Distance Vector (AODV), Dynamic MANET On-Demand (DYMO) and Optimized Link State Routing (OLSR) have been used. Different QoS parameters like voice MOS, the end to end delay, voice jitter, throughput and packet delivery ratio are taken to evaluate the performance. The model is simulated using EXata/Cyber 2.1 simulator and emulator. The comparative study of different routing protocols will be conducted and the work provides a very good analysis for deciding the best routing protocol for internet based traffic in mobile ad hoc networks.","PeriodicalId":405434,"journal":{"name":"2016 Fifth International Conference on Eco-friendly Computing and Communication Systems (ICECCS)","volume":"285 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":"133948962","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: 8

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