Pub Date : 2020-04-01DOI: 10.33546/bnj.v5i2.760.s261
Copyright Transfer The undersigned hereby assigns to the ISJSET all rights under copyright that may exist in and to the above Article, and any revised or expanded derivative works submitted to the ISJSET by the undersigned based on the Article. The undersigned hereby warrants that the Article is original and that he/she is the author of the Article; to the content the Article incorporates text passages, figures, data or other material from the words of others, the undersigned has obtained any necessary permission.
{"title":"Copyright form","authors":"","doi":"10.33546/bnj.v5i2.760.s261","DOIUrl":"https://doi.org/10.33546/bnj.v5i2.760.s261","url":null,"abstract":"Copyright Transfer The undersigned hereby assigns to the ISJSET all rights under copyright that may exist in and to the above Article, and any revised or expanded derivative works submitted to the ISJSET by the undersigned based on the Article. The undersigned hereby warrants that the Article is original and that he/she is the author of the Article; to the content the Article incorporates text passages, figures, data or other material from the words of others, the undersigned has obtained any necessary permission.","PeriodicalId":269595,"journal":{"name":"2017 International Conference on Computer, Communication and Signal Processing (ICCCSP)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116812811","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}
{"title":"Copyright page","authors":"","doi":"10.1109/d4re.2018.00003","DOIUrl":"https://doi.org/10.1109/d4re.2018.00003","url":null,"abstract":"","PeriodicalId":269595,"journal":{"name":"2017 International Conference on Computer, Communication and Signal Processing (ICCCSP)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1977-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130921835","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}
Pub Date : 1900-01-01DOI: 10.1109/ICCCSP.2017.7944091
G. Jothilakshmi, R. J. Christilda, A. Raaza, Y. SreenivasaVarma, V. Rajendran
The most leading cancers in women's are Breast Cancer nowadays, and it causes increase in the rate of mortality. So the detection of breast cancer at its early stage makes the treatments easy and increases the survival rate. In this paper, a method is proposed to find the Region of Interest(RoI) from the sonomammogram image effectively. First filtering is taken place in order to enhance the image. Second the image is binned and 3D plot of each bin is obtained. From each 3D plot of the binned image the number of peaks are determined. The combination of blocks which are having large number of peaks are identified as ROI.
{"title":"Extracting region of interest using distinct block processing method in sono-mammogram images","authors":"G. Jothilakshmi, R. J. Christilda, A. Raaza, Y. SreenivasaVarma, V. Rajendran","doi":"10.1109/ICCCSP.2017.7944091","DOIUrl":"https://doi.org/10.1109/ICCCSP.2017.7944091","url":null,"abstract":"The most leading cancers in women's are Breast Cancer nowadays, and it causes increase in the rate of mortality. So the detection of breast cancer at its early stage makes the treatments easy and increases the survival rate. In this paper, a method is proposed to find the Region of Interest(RoI) from the sonomammogram image effectively. First filtering is taken place in order to enhance the image. Second the image is binned and 3D plot of each bin is obtained. From each 3D plot of the binned image the number of peaks are determined. The combination of blocks which are having large number of peaks are identified as ROI.","PeriodicalId":269595,"journal":{"name":"2017 International Conference on Computer, Communication and Signal Processing (ICCCSP)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116642447","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}
Pub Date : 1900-01-01DOI: 10.1109/ICCCSP.2017.7944063
Huiqin Wang, Jianzeng Li
An intelligent receiver based on Radial Basis Function (RBF) neural network for MIMO system is developed. Due to its fast maximum-likelihood(ML) decoding, STBC is commonly used in MIMO system. However, most of the existing STBC methods rely on the availability of accurate channel state information (CSI) at the receiver. Furthermore, the complexity of the ML algorithm grows exponentially with the number of transmit antennas and constellation size. Especially when the number of transmit antenna is more than two, in order to enhance the symbol transmission rate, its complexity increases greatly. Therefore, intelligent receiver based on RBF neural networks is designed for 3 transmit antennas and 4 receive antennas MIMO system, in which a PCA approach is applied to process the train samples and online sequential extreme learning machine (OS-ELM) is adopted to adjust the parameters of the of RBF neural network. Compared with ML decoder, the proposed receiver has a high precision and good performance to track the variations of the fading channels. The result of simulation illustrates the effectiveness and feasibility of the receiver introduced.
{"title":"Development of intelligent receiver for MIMO-OFDM system","authors":"Huiqin Wang, Jianzeng Li","doi":"10.1109/ICCCSP.2017.7944063","DOIUrl":"https://doi.org/10.1109/ICCCSP.2017.7944063","url":null,"abstract":"An intelligent receiver based on Radial Basis Function (RBF) neural network for MIMO system is developed. Due to its fast maximum-likelihood(ML) decoding, STBC is commonly used in MIMO system. However, most of the existing STBC methods rely on the availability of accurate channel state information (CSI) at the receiver. Furthermore, the complexity of the ML algorithm grows exponentially with the number of transmit antennas and constellation size. Especially when the number of transmit antenna is more than two, in order to enhance the symbol transmission rate, its complexity increases greatly. Therefore, intelligent receiver based on RBF neural networks is designed for 3 transmit antennas and 4 receive antennas MIMO system, in which a PCA approach is applied to process the train samples and online sequential extreme learning machine (OS-ELM) is adopted to adjust the parameters of the of RBF neural network. Compared with ML decoder, the proposed receiver has a high precision and good performance to track the variations of the fading channels. The result of simulation illustrates the effectiveness and feasibility of the receiver introduced.","PeriodicalId":269595,"journal":{"name":"2017 International Conference on Computer, Communication and Signal Processing (ICCCSP)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115533536","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}
Pub Date : 1900-01-01DOI: 10.1109/ICCCSP.2017.7944089
Abhaykumar L. Gupta, N. Shekokar
Clustering of nodes in a WSN is one of the proven ways to achieve increased lifetime of the network. Many novel algorithms continue to be proposed to achieve this objective. A survey of the literature also suggest that uneven clustering with less nodes closer to the base station achieves greater efficiency than same number of nodes in all clusters. This is due to larger overheads for the nodes closer to the base station. This work proposes a novel K-Means L Layer algorithms which leads to the creation of clusters with lesser number of nodes closer to the base station as opposed to the ones far away from it for randomly deployed nodes. The proposed algorithm is a modification of the K Means algorithm which provides even clustering. Further another contribution of this paper is the study of energy consumption of the nodes with regards to the data packet optimization.
{"title":"A novel K-means L-layer algorithm for uneven clustering in WSN","authors":"Abhaykumar L. Gupta, N. Shekokar","doi":"10.1109/ICCCSP.2017.7944089","DOIUrl":"https://doi.org/10.1109/ICCCSP.2017.7944089","url":null,"abstract":"Clustering of nodes in a WSN is one of the proven ways to achieve increased lifetime of the network. Many novel algorithms continue to be proposed to achieve this objective. A survey of the literature also suggest that uneven clustering with less nodes closer to the base station achieves greater efficiency than same number of nodes in all clusters. This is due to larger overheads for the nodes closer to the base station. This work proposes a novel K-Means L Layer algorithms which leads to the creation of clusters with lesser number of nodes closer to the base station as opposed to the ones far away from it for randomly deployed nodes. The proposed algorithm is a modification of the K Means algorithm which provides even clustering. Further another contribution of this paper is the study of energy consumption of the nodes with regards to the data packet optimization.","PeriodicalId":269595,"journal":{"name":"2017 International Conference on Computer, Communication and Signal Processing (ICCCSP)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116073532","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}
Pub Date : 1900-01-01DOI: 10.1109/ICCCSP.2017.7944093
V. Krishnamurthy, C. Babu, R. Brinda
Business-to-Business (B2B) applications are developed predominantly based on service-oriented architectural style which is generally realized using a set of loosely coupled web services. These web services can be selected statically during design-time or dynamically during run-time. The functional and non-functional QoS requirements are typically captured in the Service Level Agreement (SLA) that is mutually agreed between the service provider and the service consumer. Whenever an SLA violation happens, the service provider incurs a penalty. In order to minimize such penalties, the application that is built through a design-time composition of web services needs to be monitored. Whenever a violation of SLA is predicted, those statically composed web services are dynamically reconfigured. This is called as dynamic reconfiguration in SOA. In this case, even the alternate service selection happens at design-time itself. On the other hand, whenever the web services needed for an SOA application development are selected and composed dynamically at run-time, it is called as dynamic composition. The turnaround time involved in both these approaches for mission-critical applications with stringent SLA requirements is compared. It has been inferred that the dynamic reconfiguration approach not only maintained the turnaround time always within the accepted limits, it also incurred only less overhead when compared to dynamic composition approach.
企业对企业（B2B）应用程序主要是基于面向服务的架构风格开发的，一般通过一组松散耦合的网络服务来实现。这些网络服务可以在设计时静态选择，也可以在运行时动态选择。功能性和非功能性 QoS 要求通常体现在服务提供商和服务消费者共同商定的服务级别协议（SLA）中。每当发生违反 SLA 的情况时，服务提供商都会受到处罚。为了尽量减少这种惩罚，需要对通过网络服务设计时组合构建的应用程序进行监控。每当预测到违反 SLA 时，就会对这些静态组成的网络服务进行动态重新配置。这在 SOA 中被称为动态重新配置。在这种情况下，甚至替代服务的选择都是在设计时进行的。另一方面，如果 SOA 应用开发所需的网络服务是在运行时动态选择和组合的，则称为动态组合。我们比较了这两种方法对于具有严格 SLA 要求的关键任务应用程序所涉及的周转时间。结果表明，动态重新配置方法不仅能将周转时间始终保持在可接受的范围内，而且与动态组合方法相比，它产生的开销更少。
{"title":"Performance evaluation of dynamic composition & dynamic reconfiguration in SOA applications","authors":"V. Krishnamurthy, C. Babu, R. Brinda","doi":"10.1109/ICCCSP.2017.7944093","DOIUrl":"https://doi.org/10.1109/ICCCSP.2017.7944093","url":null,"abstract":"Business-to-Business (B2B) applications are developed predominantly based on service-oriented architectural style which is generally realized using a set of loosely coupled web services. These web services can be selected statically during design-time or dynamically during run-time. The functional and non-functional QoS requirements are typically captured in the Service Level Agreement (SLA) that is mutually agreed between the service provider and the service consumer. Whenever an SLA violation happens, the service provider incurs a penalty. In order to minimize such penalties, the application that is built through a design-time composition of web services needs to be monitored. Whenever a violation of SLA is predicted, those statically composed web services are dynamically reconfigured. This is called as dynamic reconfiguration in SOA. In this case, even the alternate service selection happens at design-time itself. On the other hand, whenever the web services needed for an SOA application development are selected and composed dynamically at run-time, it is called as dynamic composition. The turnaround time involved in both these approaches for mission-critical applications with stringent SLA requirements is compared. It has been inferred that the dynamic reconfiguration approach not only maintained the turnaround time always within the accepted limits, it also incurred only less overhead when compared to dynamic composition approach.","PeriodicalId":269595,"journal":{"name":"2017 International Conference on Computer, Communication and Signal Processing (ICCCSP)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126895305","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}
Pub Date : 1900-01-01DOI: 10.1109/ICCCSP.2017.7944075
K. Kumar, T. Shanmuganantham
This article presents the design of wideband filter design using Substrate Integrated Waveguide (SIW) technology for Millimeter (mm) wave applications. Coplanar Waveguide (CPW) is used as transmission path to connect the SIW. This design mainly concentrated on wide bandwidth and compact Size which is suitable for Millimeter wave applications like RADAR, 5G, etc. From 41.3GHz of bandwidth and Max resonance peak occurs around at 60GHz with reflection coefficient −64dB and insertion loss is −1dB. Due to size and availability of bandwidth this device is most suitable for millimeter applications.
{"title":"Wideband SIW filter for mm-wave applications","authors":"K. Kumar, T. Shanmuganantham","doi":"10.1109/ICCCSP.2017.7944075","DOIUrl":"https://doi.org/10.1109/ICCCSP.2017.7944075","url":null,"abstract":"This article presents the design of wideband filter design using Substrate Integrated Waveguide (SIW) technology for Millimeter (mm) wave applications. Coplanar Waveguide (CPW) is used as transmission path to connect the SIW. This design mainly concentrated on wide bandwidth and compact Size which is suitable for Millimeter wave applications like RADAR, 5G, etc. From 41.3GHz of bandwidth and Max resonance peak occurs around at 60GHz with reflection coefficient −64dB and insertion loss is −1dB. Due to size and availability of bandwidth this device is most suitable for millimeter applications.","PeriodicalId":269595,"journal":{"name":"2017 International Conference on Computer, Communication and Signal Processing (ICCCSP)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114627455","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}
Pub Date : 1900-01-01DOI: 10.1109/ICCCSP.2017.7944101
Shrinidhi Rajagopal, V. Krishnamurthy
Plants make the world, a greener and a better place to live in. Although all plants need water to survive, giving them too much or too little can cause them to die. Thus, we need to implement an automatic plant watering system that ensures that the plants are watered at regular intervals, with appropriate amount, whenever they are in need. This paper describes the object oriented design of an IoT based Automated Plant Watering System.
{"title":"OO design for an IoT based automated plant watering system","authors":"Shrinidhi Rajagopal, V. Krishnamurthy","doi":"10.1109/ICCCSP.2017.7944101","DOIUrl":"https://doi.org/10.1109/ICCCSP.2017.7944101","url":null,"abstract":"Plants make the world, a greener and a better place to live in. Although all plants need water to survive, giving them too much or too little can cause them to die. Thus, we need to implement an automatic plant watering system that ensures that the plants are watered at regular intervals, with appropriate amount, whenever they are in need. This paper describes the object oriented design of an IoT based Automated Plant Watering System.","PeriodicalId":269595,"journal":{"name":"2017 International Conference on Computer, Communication and Signal Processing (ICCCSP)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124512083","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}
Pub Date : 1900-01-01DOI: 10.1109/ICCCSP.2017.7944105
K. Rajaram, G. Susanth
An Internet of Things (IoT) are ‘things’ that com-municate in different networks. An IoT gateway which provides device connectivity and protocol translation is often expensive in case of small scale academic projects. In view of this, an Emulated IoT gateway is proposed that emulates the IoT gateway using a local computer in a cost effective way. The sensor data sent from sensor nodes connected in cellular network (GPRS), WiFi, RF, Bluetooth or in LAN using Ethernet are collected and successfully processed in cloud server.
{"title":"Emulation of IoT gateway for connecting sensor nodes in heterogenous networks","authors":"K. Rajaram, G. Susanth","doi":"10.1109/ICCCSP.2017.7944105","DOIUrl":"https://doi.org/10.1109/ICCCSP.2017.7944105","url":null,"abstract":"An Internet of Things (IoT) are ‘things’ that com-municate in different networks. An IoT gateway which provides device connectivity and protocol translation is often expensive in case of small scale academic projects. In view of this, an Emulated IoT gateway is proposed that emulates the IoT gateway using a local computer in a cost effective way. The sensor data sent from sensor nodes connected in cellular network (GPRS), WiFi, RF, Bluetooth or in LAN using Ethernet are collected and successfully processed in cloud server.","PeriodicalId":269595,"journal":{"name":"2017 International Conference on Computer, Communication and Signal Processing (ICCCSP)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127894632","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}
Pub Date : 1900-01-01DOI: 10.1109/ICCCSP.2017.7944058
Madhukar Bhat, M. Patil, M. Shrinivas, K. Geetha
This paper speaks about a novel method for detection and tracing of optic disc (OD) in retinal fundus images. Detection of diabetic retinopathy (DR), Glaucoma and Edema are the ones in which OD detection finds the meaning and need. The method proposed here introduces a unique concept of fractal analysis in its own way, exploiting the geometric structure of eye called Pixel Based Multi Fractal Analysis (PBMFA). At the very outset the retinal fundus images are pre-processed employing a modified Contrast Limit Adaptive Histogram Equalization (CLAHE) method. Furthering Mean Based Localization is carried out on the pre-processed image to locate the Region of Interest (ROI) over which further processes are carried out helping in improvising time complexity and efficiency of the algorithm developed. Modified Canny Edge detection leveraged with Gabor operator is performed over the ROI located, resulting in extraction of blood vessels from the retinal image. Pixel Based Multi Fractal Analysis is done locating the origin of vascular tree (center of the OD), based on the fact that it carries highest fractal dimension. This helps us locate the center most accurately followed by which OD of the retinal image is traced. This algorithm was implemented on DSK6713T making it a real time system and also an end product ready. Hardware implementation results in improvisation of the time complexity of the system too. An evaluation of the proposed algorithm was run over a set of 50 images each from STARE, MESSIDOR and DRIVE projects, containing images from both normal and pathological subjects. Detection and tracing of Optic Disc was found to be accurate up to 98.66%. Abnormal cases like expansion OD in the final stage of diabetic retinopathy were also detected successfully.
{"title":"Automated retinal optic disc detection using pixel based multi fractal analysis","authors":"Madhukar Bhat, M. Patil, M. Shrinivas, K. Geetha","doi":"10.1109/ICCCSP.2017.7944058","DOIUrl":"https://doi.org/10.1109/ICCCSP.2017.7944058","url":null,"abstract":"This paper speaks about a novel method for detection and tracing of optic disc (OD) in retinal fundus images. Detection of diabetic retinopathy (DR), Glaucoma and Edema are the ones in which OD detection finds the meaning and need. The method proposed here introduces a unique concept of fractal analysis in its own way, exploiting the geometric structure of eye called Pixel Based Multi Fractal Analysis (PBMFA). At the very outset the retinal fundus images are pre-processed employing a modified Contrast Limit Adaptive Histogram Equalization (CLAHE) method. Furthering Mean Based Localization is carried out on the pre-processed image to locate the Region of Interest (ROI) over which further processes are carried out helping in improvising time complexity and efficiency of the algorithm developed. Modified Canny Edge detection leveraged with Gabor operator is performed over the ROI located, resulting in extraction of blood vessels from the retinal image. Pixel Based Multi Fractal Analysis is done locating the origin of vascular tree (center of the OD), based on the fact that it carries highest fractal dimension. This helps us locate the center most accurately followed by which OD of the retinal image is traced. This algorithm was implemented on DSK6713T making it a real time system and also an end product ready. Hardware implementation results in improvisation of the time complexity of the system too. An evaluation of the proposed algorithm was run over a set of 50 images each from STARE, MESSIDOR and DRIVE projects, containing images from both normal and pathological subjects. Detection and tracing of Optic Disc was found to be accurate up to 98.66%. Abnormal cases like expansion OD in the final stage of diabetic retinopathy were also detected successfully.","PeriodicalId":269595,"journal":{"name":"2017 International Conference on Computer, Communication and Signal Processing (ICCCSP)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126453728","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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