With the advancement of technology, the value of information and communication has emerged. Fast and reliable communication are what this generation demands. Information and speedy communication have become key to success. As maximum of the people now-a-days relying on the technology and soft data there has been increase in the breach of the network or system. One can easily use antivirus or antimalware software for system protection but what about Network. For this some protocol has been defined by Wi-Fi alliance popularly named as WEP, WPA WPA2, Here in this paper we are going modify WPA to make it more reliable using SHA3 as a cryptographic hashing algorithm for both security and integrity of the data. We will analyze the results later on and compare it with SHA1 used under similar conditions.
{"title":"Analyzing the behavior of WPA with modification","authors":"Kashish Monga, V. Arora, Ashish Kumar","doi":"10.1109/ICCN.2015.11","DOIUrl":"https://doi.org/10.1109/ICCN.2015.11","url":null,"abstract":"With the advancement of technology, the value of information and communication has emerged. Fast and reliable communication are what this generation demands. Information and speedy communication have become key to success. As maximum of the people now-a-days relying on the technology and soft data there has been increase in the breach of the network or system. One can easily use antivirus or antimalware software for system protection but what about Network. For this some protocol has been defined by Wi-Fi alliance popularly named as WEP, WPA WPA2, Here in this paper we are going modify WPA to make it more reliable using SHA3 as a cryptographic hashing algorithm for both security and integrity of the data. We will analyze the results later on and compare it with SHA1 used under similar conditions.","PeriodicalId":431743,"journal":{"name":"2015 International Conference on Communication Networks (ICCN)","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127553103","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}
In this paper a low leakage CMOS based full wave bridge rectifier is analyzed. MOS based bridge rectifier circuit is being proposed in this study instead of the conventional diode bridge rectifier circuit because of its less reverse leakage parameters, proper utilization of switching mechanism results in high efficiency and suitability for high frequency application. It finds applications in many modern electronic applications such as signal processing, conditioning, measurement and instrumentation. The reduction of leakage parameters is exceeded to the improved rectifier efficiency of the proposed circuit. After simulation and analysis of proposed circuit, the leakage power obtained for the proposed circuit has found 1.089 fW; the average power of the proposed circuit has found 1.76 μW. The efficiency of the proposed circuit has found 81.83% which explains an improvement as compared to that of the diode based bridge rectifier circuit. The design is simulated at 45nm technology.
{"title":"Design of low leakage CMOS based full wave bridge rectifier","authors":"Poonam Tiwari, Prateek Jain, S. Akashe","doi":"10.1109/ICCN.2015.70","DOIUrl":"https://doi.org/10.1109/ICCN.2015.70","url":null,"abstract":"In this paper a low leakage CMOS based full wave bridge rectifier is analyzed. MOS based bridge rectifier circuit is being proposed in this study instead of the conventional diode bridge rectifier circuit because of its less reverse leakage parameters, proper utilization of switching mechanism results in high efficiency and suitability for high frequency application. It finds applications in many modern electronic applications such as signal processing, conditioning, measurement and instrumentation. The reduction of leakage parameters is exceeded to the improved rectifier efficiency of the proposed circuit. After simulation and analysis of proposed circuit, the leakage power obtained for the proposed circuit has found 1.089 fW; the average power of the proposed circuit has found 1.76 μW. The efficiency of the proposed circuit has found 81.83% which explains an improvement as compared to that of the diode based bridge rectifier circuit. The design is simulated at 45nm technology.","PeriodicalId":431743,"journal":{"name":"2015 International Conference on Communication Networks (ICCN)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127244668","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}
This paper represents a highly stable, more efficient and low power CMOS based operational amplifier. A compensation strategy using common gate stage is used which provides high gain-bandwidth product and overcomes the drawback of source follower and lead compensation approaches by eliminating the complex poles and right-half-plane (RHP) zero. The proposed circuit utilized the miller capacitance in conjunction with common gate current buffer to obtain the design equations. This circuit is simulated at 45nm technology using cadence analog virtuoso tool. The operational amplifier designed here produces an improved unity gain frequency of 6.8 MHZ with phase margin of approximately 68° and an open loop gain of 88 dB which ensures the stability of the system. The stability is required in high frequency switching regulators like sampled data system to generate their power supplies. These can also be used in a so many analog circuits such as active filters, analog-to-digital converters, low-dropout regulators (LDOs).
{"title":"Frequency compensation in two stage operational amplifier using common gate stage","authors":"Aditya Raj, R. Yadav, S. Akashe","doi":"10.1109/ICCN.2015.31","DOIUrl":"https://doi.org/10.1109/ICCN.2015.31","url":null,"abstract":"This paper represents a highly stable, more efficient and low power CMOS based operational amplifier. A compensation strategy using common gate stage is used which provides high gain-bandwidth product and overcomes the drawback of source follower and lead compensation approaches by eliminating the complex poles and right-half-plane (RHP) zero. The proposed circuit utilized the miller capacitance in conjunction with common gate current buffer to obtain the design equations. This circuit is simulated at 45nm technology using cadence analog virtuoso tool. The operational amplifier designed here produces an improved unity gain frequency of 6.8 MHZ with phase margin of approximately 68° and an open loop gain of 88 dB which ensures the stability of the system. The stability is required in high frequency switching regulators like sampled data system to generate their power supplies. These can also be used in a so many analog circuits such as active filters, analog-to-digital converters, low-dropout regulators (LDOs).","PeriodicalId":431743,"journal":{"name":"2015 International Conference on Communication Networks (ICCN)","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122083765","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}
In recent years, the immense and ubiquitous coverage area of vehicular network is growing very frequently as the computational power and deployment of modern vehicle's wireless connectivity and their service facilities are raised. VANET (Vehicular Ad hoc Network) have become an orientation to the researchers and users both for inventive utilization of wide range of safety and non-safety applications provided by this network. It has many issues and challenges for perpetuating the efficiency of the vehicular network in terms of throughput, packet loss and jitter/delay. In this paper, implementation of two different scenarios of vehicular environment with mobile IP using WAVE (Wireless Access in Vehicular Environment or IEEE 802.11p) and WiMAX (Worldwide Interoperability for Microwave Access IEEE 802.16e) technologies is done, for calculating the delay for different packet length over base station. NCTUns simulator is used for simulation.
近年来，随着现代汽车无线连接及其服务设施的计算能力和部署的不断提高，汽车网络覆盖范围日益广阔，无处不在。车辆自组织网络(Vehicular Ad hoc Network，简称VANET)已成为研究人员和用户的研究方向，因为它提供了广泛的安全和非安全应用。它在保持车载网络的效率方面存在许多问题和挑战，如吞吐量、数据包丢失和抖动/延迟。本文采用WAVE (Wireless Access In vehicular environment或IEEE 802.11p)和WiMAX (Worldwide Interoperability for Microwave Access, IEEE 802.16e)技术实现了两种不同的车载环境移动IP场景，计算了基站上不同数据包长度的延迟。采用NCTUns模拟器进行仿真。
{"title":"Traffic analysis for VANET using WAVE and WiMAX","authors":"Priyanka Tiwari, R. S. Kushwah","doi":"10.1109/ICCN.2015.65","DOIUrl":"https://doi.org/10.1109/ICCN.2015.65","url":null,"abstract":"In recent years, the immense and ubiquitous coverage area of vehicular network is growing very frequently as the computational power and deployment of modern vehicle's wireless connectivity and their service facilities are raised. VANET (Vehicular Ad hoc Network) have become an orientation to the researchers and users both for inventive utilization of wide range of safety and non-safety applications provided by this network. It has many issues and challenges for perpetuating the efficiency of the vehicular network in terms of throughput, packet loss and jitter/delay. In this paper, implementation of two different scenarios of vehicular environment with mobile IP using WAVE (Wireless Access in Vehicular Environment or IEEE 802.11p) and WiMAX (Worldwide Interoperability for Microwave Access IEEE 802.16e) technologies is done, for calculating the delay for different packet length over base station. NCTUns simulator is used for simulation.","PeriodicalId":431743,"journal":{"name":"2015 International Conference on Communication Networks (ICCN)","volume":"37 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133761380","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}
J. Agrawal, Rakesh Patel, P. Mor, P. Dubey, J. M. Keller
Mobile communication industry is growing very fast with the increasing demand of users in the field of communication. To meet up the users demand and to provide them better communication a new radio access network was designed which was named as Long Term Evolution (LTE). As better connectivity is very important during both stationary and roaming conditions, a proper handover is of keen importance. LTE has introduced new handover procedures for both inter and intra radio access communication which has not only reduced the call drops but has also increased the communication quality. A short description of these procedures is given in this paper.
{"title":"Introduction to the basic LTE handover procedures","authors":"J. Agrawal, Rakesh Patel, P. Mor, P. Dubey, J. M. Keller","doi":"10.1109/ICCN.2015.39","DOIUrl":"https://doi.org/10.1109/ICCN.2015.39","url":null,"abstract":"Mobile communication industry is growing very fast with the increasing demand of users in the field of communication. To meet up the users demand and to provide them better communication a new radio access network was designed which was named as Long Term Evolution (LTE). As better connectivity is very important during both stationary and roaming conditions, a proper handover is of keen importance. LTE has introduced new handover procedures for both inter and intra radio access communication which has not only reduced the call drops but has also increased the communication quality. A short description of these procedures is given in this paper.","PeriodicalId":431743,"journal":{"name":"2015 International Conference on Communication Networks (ICCN)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132790677","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}
This article clarifies another execution of productive D-Flip-Flop (DFF) utilizing Gate-Diffusion-Input (GDI) strategy and DSTC. This DFF outline permits diminishing force delay item and territory of the circuit, while keeping up low many-sided quality of rationale configuration. Execution correlation with other DFF plan systems is exhibited, regarding entryway range, number of gadgets, postpone and power scattering, indicating points of interest and disadvantages of GDI DFF when contrasted with ordinary strategy. The execution is completed by HSPICE reenactment with 180 nm & 90 nm CMOS innovation.
{"title":"Tolerant design of low power D Flip Flop using GDI and DSTC for higher performance","authors":"S. Gupta, N. Saxena","doi":"10.1109/ICCN.2015.64","DOIUrl":"https://doi.org/10.1109/ICCN.2015.64","url":null,"abstract":"This article clarifies another execution of productive D-Flip-Flop (DFF) utilizing Gate-Diffusion-Input (GDI) strategy and DSTC. This DFF outline permits diminishing force delay item and territory of the circuit, while keeping up low many-sided quality of rationale configuration. Execution correlation with other DFF plan systems is exhibited, regarding entryway range, number of gadgets, postpone and power scattering, indicating points of interest and disadvantages of GDI DFF when contrasted with ordinary strategy. The execution is completed by HSPICE reenactment with 180 nm & 90 nm CMOS innovation.","PeriodicalId":431743,"journal":{"name":"2015 International Conference on Communication Networks (ICCN)","volume":"2012 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121799686","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}
The vast region of Social network analysis has led the law enforcement agencies to study the behavior of social network. Law enforcement agencies in the world have begun to study on advanced knowledge discovery technologies to assist in the analysis of terrorist's information. The use of such type of technologies is treated as intelligence tools to combat terrorism by anticipating activity of terrorists. This terrorism activity can be predicted by discovering suspicious nodes in the network. In the way of discovering suspicious nodes we propose a method to reduce the size of network or to reduce the no. of nodes in the network because the size of network is emerging problem in SNA. In our method we use fuzzy for reduction of network so that reduced network consists only set of potential nodes. After applying our method we get a reduced network with high possibility of terrorist nodes in network.
{"title":"Fuzzy based optimization of social network with special reference to terrorist network mining","authors":"Suraksha Tiwari, Shilky Shrivastava, Manish Gupta","doi":"10.1109/ICCN.2015.32","DOIUrl":"https://doi.org/10.1109/ICCN.2015.32","url":null,"abstract":"The vast region of Social network analysis has led the law enforcement agencies to study the behavior of social network. Law enforcement agencies in the world have begun to study on advanced knowledge discovery technologies to assist in the analysis of terrorist's information. The use of such type of technologies is treated as intelligence tools to combat terrorism by anticipating activity of terrorists. This terrorism activity can be predicted by discovering suspicious nodes in the network. In the way of discovering suspicious nodes we propose a method to reduce the size of network or to reduce the no. of nodes in the network because the size of network is emerging problem in SNA. In our method we use fuzzy for reduction of network so that reduced network consists only set of potential nodes. After applying our method we get a reduced network with high possibility of terrorist nodes in network.","PeriodicalId":431743,"journal":{"name":"2015 International Conference on Communication Networks (ICCN)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128964809","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}
A low noise-figure (NF) and Unity power gain 1-100 GHz ultra-wideband Low Noise π Network with excellent linearity is reported. An π-match input network, Capacitive feedback with series and shunt inductive peaking techniques are used to achieve wideband impedance matching with low noise figure as well as flat unity gain response. This technique exists unity voltage and current gain so that matching used as a follower. The LNA consumes power dissipation 1.586 mW, and group-delay (GD) variation less than 0.1f ps in the frequency range 1-100 GHz. Furthermore, the LNA achieves minimum NF of 0.4 dB for frequencies 1-100 GHz, one of the best NF results reported for frequencies 1-100 GHz. CMOS ultra-wideband Low Noise π Network. Low power consumption network is versatile demanded in modern technology, modern technology want such type of amplifier which gives low power consumption with less reflection, In this paper presented technique to reduce leakage power consumption with small value of reflection. Here design low power dissipation network using compensation and feedback technique.
{"title":"Wideband Low Noise Unity Gain amplifier using linearity enhancement technique","authors":"Shaily Singh, Arun Patel, Pritesh Tiwari, Vaibhav Singh","doi":"10.1109/ICCN.2015.69","DOIUrl":"https://doi.org/10.1109/ICCN.2015.69","url":null,"abstract":"A low noise-figure (NF) and Unity power gain 1-100 GHz ultra-wideband Low Noise π Network with excellent linearity is reported. An π-match input network, Capacitive feedback with series and shunt inductive peaking techniques are used to achieve wideband impedance matching with low noise figure as well as flat unity gain response. This technique exists unity voltage and current gain so that matching used as a follower. The LNA consumes power dissipation 1.586 mW, and group-delay (GD) variation less than 0.1f ps in the frequency range 1-100 GHz. Furthermore, the LNA achieves minimum NF of 0.4 dB for frequencies 1-100 GHz, one of the best NF results reported for frequencies 1-100 GHz. CMOS ultra-wideband Low Noise π Network. Low power consumption network is versatile demanded in modern technology, modern technology want such type of amplifier which gives low power consumption with less reflection, In this paper presented technique to reduce leakage power consumption with small value of reflection. Here design low power dissipation network using compensation and feedback technique.","PeriodicalId":431743,"journal":{"name":"2015 International Conference on Communication Networks (ICCN)","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131582764","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}
Today, cloud computing serves as a request response model, where a client makes request for various available services on “pay as you go basis”. Cloud computing offers a dynamic flexible resource allocation phenomenon. For reliable and guaranteed services there must be a scheduling mechanism that all resources are efficiently allocated to satisfy the customer's request. Cloud services are based on scalability, availability, security and fault tolerance features. Service provisioning in cloud is based on SLA. Service level agreement is the terms of cloud provider's contracts with customers to define the level(s) of service being sold in plain language terms. QoS (quality of service) plays important role in cloud environment. Resource scheduling and service deployment is done by considering multiple SLA parameters like CPU requirement, network bandwidth, memory and storage. In this paper we propose an algorithm which perform resource preemption from low priority task to high priority task and advanced reservation for resources considering multiple SLA parameters for deploying service. This algorithm is also effective for fault tolerance mechanism.
{"title":"Preemptable priority based dynamic resource allocation in cloud computing with fault tolerance","authors":"Shubhakankshi Goutam, A. Yadav","doi":"10.1109/ICCN.2015.54","DOIUrl":"https://doi.org/10.1109/ICCN.2015.54","url":null,"abstract":"Today, cloud computing serves as a request response model, where a client makes request for various available services on “pay as you go basis”. Cloud computing offers a dynamic flexible resource allocation phenomenon. For reliable and guaranteed services there must be a scheduling mechanism that all resources are efficiently allocated to satisfy the customer's request. Cloud services are based on scalability, availability, security and fault tolerance features. Service provisioning in cloud is based on SLA. Service level agreement is the terms of cloud provider's contracts with customers to define the level(s) of service being sold in plain language terms. QoS (quality of service) plays important role in cloud environment. Resource scheduling and service deployment is done by considering multiple SLA parameters like CPU requirement, network bandwidth, memory and storage. In this paper we propose an algorithm which perform resource preemption from low priority task to high priority task and advanced reservation for resources considering multiple SLA parameters for deploying service. This algorithm is also effective for fault tolerance mechanism.","PeriodicalId":431743,"journal":{"name":"2015 International Conference on Communication Networks (ICCN)","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116891341","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}
Yogesh M. Rajput, R. Manza, Manjiri B. Patwari, Deepali D. Rathod, Prashant L. Borde, P. Yannawar
WHO predicts that in year 2012 there are about 347 million people worldwide have diabetes, more than 80% of diabetes deaths occur in different countries. WHO projects that diabetes will be the 7th major cause leading death in 2030. Diabetic Retinopathy caused by leakage of blood or fluid from the retinal blood vessels and it will damage the retina. Non-proliferative diabetic retinopathy (NPDR) is an early stage of diabetic retinopathy and it is categorized into three stages they are mild, moderate and sever NPDR. The characteristic of the Mild; is specified by the presence of minimum microaneurysm, Moderate; specifies the presence of hemorrhages, microaneurysms, and hard exudates where as Severe; determine on the blockage of vessels, depriving several areas of the retina. With their blood supply. These areas of the retina send signals to the body to grow new blood vessels for nourishment. The proposed algorithm tested on online databases like STARE, DRIVE, DiarectDB0, DiarectDB1 and SASWADE (the database collected during the research work). The statistical techniques were applied on NPDR lesion and calculate the mean, variance, standard deviation, & correlation for classification. K-means clustering have been applied on the dataset with extracted features 95% of correct classification have been achieved.
{"title":"Detection of non-proliferative diabetic retinopathy lesions using wavelet and classification using K-means clustering","authors":"Yogesh M. Rajput, R. Manza, Manjiri B. Patwari, Deepali D. Rathod, Prashant L. Borde, P. Yannawar","doi":"10.1109/ICCN.2015.73","DOIUrl":"https://doi.org/10.1109/ICCN.2015.73","url":null,"abstract":"WHO predicts that in year 2012 there are about 347 million people worldwide have diabetes, more than 80% of diabetes deaths occur in different countries. WHO projects that diabetes will be the 7th major cause leading death in 2030. Diabetic Retinopathy caused by leakage of blood or fluid from the retinal blood vessels and it will damage the retina. Non-proliferative diabetic retinopathy (NPDR) is an early stage of diabetic retinopathy and it is categorized into three stages they are mild, moderate and sever NPDR. The characteristic of the Mild; is specified by the presence of minimum microaneurysm, Moderate; specifies the presence of hemorrhages, microaneurysms, and hard exudates where as Severe; determine on the blockage of vessels, depriving several areas of the retina. With their blood supply. These areas of the retina send signals to the body to grow new blood vessels for nourishment. The proposed algorithm tested on online databases like STARE, DRIVE, DiarectDB0, DiarectDB1 and SASWADE (the database collected during the research work). The statistical techniques were applied on NPDR lesion and calculate the mean, variance, standard deviation, & correlation for classification. K-means clustering have been applied on the dataset with extracted features 95% of correct classification have been achieved.","PeriodicalId":431743,"journal":{"name":"2015 International Conference on Communication Networks (ICCN)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116879679","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}
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