Pub Date : 2017-09-01DOI: 10.1109/ISPCC.2017.8269690
M. Rani, Ekta, R. Devi
In this paper support vector machine (SVM) classifier is developed for the classification of two types of arrhythmias i.e. premature ventricular contraction (PVC) and atrial premature contraction (APC). Discrete wavelet transform (DWT) is used for feature extraction of the ECG signal. For the classification purpose MIT-BIH arrhythmia database is used from the physionet.org. The aim of the work is to develop a technique which classifies the arrhythmia with higher accuracy. MATLAB 7.8.0(R2009a) is used for the simulation purpose.
{"title":"Arrhythmia discrimination using support vector machine","authors":"M. Rani, Ekta, R. Devi","doi":"10.1109/ISPCC.2017.8269690","DOIUrl":"https://doi.org/10.1109/ISPCC.2017.8269690","url":null,"abstract":"In this paper support vector machine (SVM) classifier is developed for the classification of two types of arrhythmias i.e. premature ventricular contraction (PVC) and atrial premature contraction (APC). Discrete wavelet transform (DWT) is used for feature extraction of the ECG signal. For the classification purpose MIT-BIH arrhythmia database is used from the physionet.org. The aim of the work is to develop a technique which classifies the arrhythmia with higher accuracy. MATLAB 7.8.0(R2009a) is used for the simulation purpose.","PeriodicalId":142166,"journal":{"name":"2017 4th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127075033","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 : 2017-09-01DOI: 10.1109/ISPCC.2017.8269712
Niharika Singh, A. Jangra, I. Elamvazuthi, K. Kashyap
Information technology has great potential to improve healthcare quality and efficiency, and thus, has been a major focus of recent healthcare reform efforts. Today, data are usually tackled by leveraging existing encryption cryptographic methods, such that only outsourced data are encrypted and is inaccessible by cloud servers that enables to protect the confidentiality of the data. In this paper, various healthcare data privacy measures are studied and analyzed. It divides the measures on the basis of three major platforms, i.e., Architectural Measures, Technique-based Measures and Algorithmic Measures. Here, a detailed view of wide variety of proposals are beaded together to help researchers to get the best out of all traditional and conventional healthcare data privacy preserving schemes. A comprehensive comparison of the privacy-preserving approaches from the angle of the privacy-preserving requirements' satisfaction is presented.
{"title":"Healthcare data privacy measures to cure & care cloud uncertainties","authors":"Niharika Singh, A. Jangra, I. Elamvazuthi, K. Kashyap","doi":"10.1109/ISPCC.2017.8269712","DOIUrl":"https://doi.org/10.1109/ISPCC.2017.8269712","url":null,"abstract":"Information technology has great potential to improve healthcare quality and efficiency, and thus, has been a major focus of recent healthcare reform efforts. Today, data are usually tackled by leveraging existing encryption cryptographic methods, such that only outsourced data are encrypted and is inaccessible by cloud servers that enables to protect the confidentiality of the data. In this paper, various healthcare data privacy measures are studied and analyzed. It divides the measures on the basis of three major platforms, i.e., Architectural Measures, Technique-based Measures and Algorithmic Measures. Here, a detailed view of wide variety of proposals are beaded together to help researchers to get the best out of all traditional and conventional healthcare data privacy preserving schemes. A comprehensive comparison of the privacy-preserving approaches from the angle of the privacy-preserving requirements' satisfaction is presented.","PeriodicalId":142166,"journal":{"name":"2017 4th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116867995","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 : 2017-09-01DOI: 10.1109/ISPCC.2017.8269705
Shashikant, P. Garg, Akash Gupta
Visible Light Communication (VLC) has emerged as a promising complementary technology for existing radio frequency (RF) technology. The deployment of VLC nodes i.e. light emitting diodes (LEDs) luminaries plays a significant role in maintaining uniform illumination and uninterrupted services. In this paper we have proposed different hexagonal deployment schemes of VLC nodes for various indoor scenarios. Mathematical analysis has been done to derive coverage and interference probabilities. Further analytical results are provided to compare the proposed schemes with existing schemes.
{"title":"Comparative analysis of hexagonal VLC nodes deployment schemes","authors":"Shashikant, P. Garg, Akash Gupta","doi":"10.1109/ISPCC.2017.8269705","DOIUrl":"https://doi.org/10.1109/ISPCC.2017.8269705","url":null,"abstract":"Visible Light Communication (VLC) has emerged as a promising complementary technology for existing radio frequency (RF) technology. The deployment of VLC nodes i.e. light emitting diodes (LEDs) luminaries plays a significant role in maintaining uniform illumination and uninterrupted services. In this paper we have proposed different hexagonal deployment schemes of VLC nodes for various indoor scenarios. Mathematical analysis has been done to derive coverage and interference probabilities. Further analytical results are provided to compare the proposed schemes with existing schemes.","PeriodicalId":142166,"journal":{"name":"2017 4th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"301 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132119640","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 : 2017-09-01DOI: 10.1109/ISPCC.2017.8269652
K. A. Naik, C. P. Gupta
Fuzzy Logic concepts have been applied with great success in many world applications. The majority of fuzzy logic system (FLS) so far has been used Type-1 FLS. However, Type-1 FLS cannot handle the high level of uncertainties available in the system (plant). A new concept named as interval Type-2 FLS has been developed due to its uncertainties handling capacity. In this paper, Type-1 and Type-2 FLS are developed and designed for pitch angle controlled wind energy system as an application to investigate their performance. The results show that the Type-2 fuzzy logic controller offers better performance than the Type-1 FLS.
{"title":"Performance comparison of Type-1 and Type-2 fuzzy logic systems","authors":"K. A. Naik, C. P. Gupta","doi":"10.1109/ISPCC.2017.8269652","DOIUrl":"https://doi.org/10.1109/ISPCC.2017.8269652","url":null,"abstract":"Fuzzy Logic concepts have been applied with great success in many world applications. The majority of fuzzy logic system (FLS) so far has been used Type-1 FLS. However, Type-1 FLS cannot handle the high level of uncertainties available in the system (plant). A new concept named as interval Type-2 FLS has been developed due to its uncertainties handling capacity. In this paper, Type-1 and Type-2 FLS are developed and designed for pitch angle controlled wind energy system as an application to investigate their performance. The results show that the Type-2 fuzzy logic controller offers better performance than the Type-1 FLS.","PeriodicalId":142166,"journal":{"name":"2017 4th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"43 7","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113988010","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 : 2017-09-01DOI: 10.1109/ISPCC.2017.8269656
Shweta Gupta, Dr Nikhil Kumar Marriwala
In past years, the applications of wireless sensor networks (WSNs) have developed extremely. In WSNs there is one procedure used for the increment of the lifecycle of the network and deliver additional efficient operative procedures known as clustering. Clustering is a way of dividing the recognizing arena of sensor network into an amount of clusters. Every node selects its leader named cluster or group head. Therefore the choice of cluster head is an important procedure for exploiting the lifecycle of the network with the support of the distance and energy. This paper recommends a different collecting procedure named as Improved Distance Energy based LEACH (IDE-LEACH) protocol based on energy and distance for homogeneous and heterogeneous WSN. IDE-LEACH uses the enduring energy of the nodes and an expanse of nodes from the sink node. The suggested procedure increases the steadiness, lifespan of the network and simulation outcome displays that the IDE-LEACH is superior to the LEACH.
{"title":"Improved distance energy based LEACH protocol for cluster head election in wireless sensor networks","authors":"Shweta Gupta, Dr Nikhil Kumar Marriwala","doi":"10.1109/ISPCC.2017.8269656","DOIUrl":"https://doi.org/10.1109/ISPCC.2017.8269656","url":null,"abstract":"In past years, the applications of wireless sensor networks (WSNs) have developed extremely. In WSNs there is one procedure used for the increment of the lifecycle of the network and deliver additional efficient operative procedures known as clustering. Clustering is a way of dividing the recognizing arena of sensor network into an amount of clusters. Every node selects its leader named cluster or group head. Therefore the choice of cluster head is an important procedure for exploiting the lifecycle of the network with the support of the distance and energy. This paper recommends a different collecting procedure named as Improved Distance Energy based LEACH (IDE-LEACH) protocol based on energy and distance for homogeneous and heterogeneous WSN. IDE-LEACH uses the enduring energy of the nodes and an expanse of nodes from the sink node. The suggested procedure increases the steadiness, lifespan of the network and simulation outcome displays that the IDE-LEACH is superior to the LEACH.","PeriodicalId":142166,"journal":{"name":"2017 4th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122548423","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 : 2017-09-01DOI: 10.1109/ISPCC.2017.8269679
Pratik Kalkal, V. Garg
Power can be generated from conventional as well as non-conventional sources. Power can be accepted from any type of source. With the increasing share of generating resources adding up in distribution side, the traditional frontier that is separating all the three parts (generation, transmission and distribution) of power system are vanishing rapidly. As the grid is transforming to microgrid and smart grid, the consumers are now termed as “prosumers”. The grid that is initially designed for one-way power flow is now experiencing two-way flow of power. As the energy storage cost is declining, it gives rise to new debate for the power system intellectualist whether to invest in conventional grid model (generation + transmission + distribution) or to invest in storage model (distributed generation + distribution + storage) With evolution of Microgrid and Smartgrid concept, power system is advancing to a new era of digitalized power system. With the digitalization of power system there comes various pros and cons in terms of technical as well as economic feasibility. Thus, requires new researches in this modern field.
{"title":"Transition from conventional to modern grids: Modern grid include microgrid and smartgrid","authors":"Pratik Kalkal, V. Garg","doi":"10.1109/ISPCC.2017.8269679","DOIUrl":"https://doi.org/10.1109/ISPCC.2017.8269679","url":null,"abstract":"Power can be generated from conventional as well as non-conventional sources. Power can be accepted from any type of source. With the increasing share of generating resources adding up in distribution side, the traditional frontier that is separating all the three parts (generation, transmission and distribution) of power system are vanishing rapidly. As the grid is transforming to microgrid and smart grid, the consumers are now termed as “prosumers”. The grid that is initially designed for one-way power flow is now experiencing two-way flow of power. As the energy storage cost is declining, it gives rise to new debate for the power system intellectualist whether to invest in conventional grid model (generation + transmission + distribution) or to invest in storage model (distributed generation + distribution + storage) With evolution of Microgrid and Smartgrid concept, power system is advancing to a new era of digitalized power system. With the digitalization of power system there comes various pros and cons in terms of technical as well as economic feasibility. Thus, requires new researches in this modern field.","PeriodicalId":142166,"journal":{"name":"2017 4th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128610359","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 : 2017-09-01DOI: 10.1109/ISPCC.2017.8269742
S. Kaur, Supreet Kaur
In the last few years, due to the advancement in the technology the electricity distribution network is changed from conventional grid to smart grid, which provides a two way communication between user and supplier. The smart grid improves the reliability, performance and reducing the cost of the network. In smart grids, smart meters plays an important role which collects the users electricity consumption data, transmit to smart grid and manages the load on the network. Due to transmission of data on wireless network security is a big concern. The Smart meters also have limited memory, battery operated. So, to fulfill this design requirement lightweight cryptography comes in picture. In this paper, survey and comparative analysis is done on lightweight ciphers. Moreover, the security performance analysis of lightweight ciphers is done on the basis of correlation factor, avalanche effect, and execution time.
{"title":"Comparative analysis of lightweight cryptography algorithms for smart grids","authors":"S. Kaur, Supreet Kaur","doi":"10.1109/ISPCC.2017.8269742","DOIUrl":"https://doi.org/10.1109/ISPCC.2017.8269742","url":null,"abstract":"In the last few years, due to the advancement in the technology the electricity distribution network is changed from conventional grid to smart grid, which provides a two way communication between user and supplier. The smart grid improves the reliability, performance and reducing the cost of the network. In smart grids, smart meters plays an important role which collects the users electricity consumption data, transmit to smart grid and manages the load on the network. Due to transmission of data on wireless network security is a big concern. The Smart meters also have limited memory, battery operated. So, to fulfill this design requirement lightweight cryptography comes in picture. In this paper, survey and comparative analysis is done on lightweight ciphers. Moreover, the security performance analysis of lightweight ciphers is done on the basis of correlation factor, avalanche effect, and execution time.","PeriodicalId":142166,"journal":{"name":"2017 4th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"94 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117027576","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 : 2017-09-01DOI: 10.1109/ISPCC.2017.8269711
Niharika, B. Kaushik, N. Gondhi
Cloud computing is a sort of parallel and distributed framework to supply, utilize and conveyance of IT administrations or services through the internet. Due to the development of cloud, scheduling has become one of the major challenges. Scheduling implies to a set of strategies for controlling the requests of different types of works to be performed by resources. A good scheduler is the one that makes its scheduling strategy suitable for particular use as per changing the environment and the nature of the task. Manual scheduling consumes a lot of time along with many resources. Hence to avoid these, resources to a task can easily be assigned and managed till its completion through a workflow. We studied different scheduling algorithms and based on those, parameters being affected are enumerated in this paper.
{"title":"Recent trends of workflow scheduling algorithms in cloud computing under Qos constraints","authors":"Niharika, B. Kaushik, N. Gondhi","doi":"10.1109/ISPCC.2017.8269711","DOIUrl":"https://doi.org/10.1109/ISPCC.2017.8269711","url":null,"abstract":"Cloud computing is a sort of parallel and distributed framework to supply, utilize and conveyance of IT administrations or services through the internet. Due to the development of cloud, scheduling has become one of the major challenges. Scheduling implies to a set of strategies for controlling the requests of different types of works to be performed by resources. A good scheduler is the one that makes its scheduling strategy suitable for particular use as per changing the environment and the nature of the task. Manual scheduling consumes a lot of time along with many resources. Hence to avoid these, resources to a task can easily be assigned and managed till its completion through a workflow. We studied different scheduling algorithms and based on those, parameters being affected are enumerated in this paper.","PeriodicalId":142166,"journal":{"name":"2017 4th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"104 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114552731","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 : 2017-09-01DOI: 10.1109/ISPCC.2017.8269677
Ashish Kumar, Rakesh N. Tiwari, Manjeet Kumar, Yogendera Kumar
One of the most important aspects of the electrocardiogram (ECG) signal processing is the removal of noises from the signals. In the present work a filter bank architecture based on wavelet transform is proposed for this purpose. Proposed design uses four levels of wavelet transform based filter bank for the ECG signals denoising. A digitized ECG signal is applied as an input to the four levels of wavelet transform based filter bank that separates the ECG signal from the noises. Obtained results show that the proposed architecture requires less hardware, small area on the chip and lower cost compared to the previously designed architectures.
{"title":"A filter bank architecture based on wavelet transform for ECG signal denoising","authors":"Ashish Kumar, Rakesh N. Tiwari, Manjeet Kumar, Yogendera Kumar","doi":"10.1109/ISPCC.2017.8269677","DOIUrl":"https://doi.org/10.1109/ISPCC.2017.8269677","url":null,"abstract":"One of the most important aspects of the electrocardiogram (ECG) signal processing is the removal of noises from the signals. In the present work a filter bank architecture based on wavelet transform is proposed for this purpose. Proposed design uses four levels of wavelet transform based filter bank for the ECG signals denoising. A digitized ECG signal is applied as an input to the four levels of wavelet transform based filter bank that separates the ECG signal from the noises. Obtained results show that the proposed architecture requires less hardware, small area on the chip and lower cost compared to the previously designed architectures.","PeriodicalId":142166,"journal":{"name":"2017 4th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"4 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131722698","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 : 2017-09-01DOI: 10.1109/ISPCC.2017.8269754
P. Singh, Sankalp Jain, Akshat Mathur, Y. Kumar
This review paper encapsulates the documentation on the application of Vertical Greenery Systems(VGS) in a sustainable development environment for urban society. With the information gathered from the reviewed literature, a number of key aspects regarding VGS, such as the classification of plantations by their Air Pollution Tolerance Index(APTI) systems, the climate influence on VGS and the different regulating system employed for the VGS have been explored. This technique uses vertical space for the growth of green cover. It will be beneficial for the cities having a high population density, where open space is scarce. In general, besides lowering the overall temperature, VGS has a great potential in minimizing the average consumption of energy in buildings, especially during summers. Furthermore, the review wraps up some aspects of VGS such as the species suitable for different climates, influence of orientation on energy saving levels, thickness of foliage, and composition of different layers and density of green cover on the walls.
{"title":"An analysis on the potentials of Vertical Greenery System (VGS) in context to the application viewpoint","authors":"P. Singh, Sankalp Jain, Akshat Mathur, Y. Kumar","doi":"10.1109/ISPCC.2017.8269754","DOIUrl":"https://doi.org/10.1109/ISPCC.2017.8269754","url":null,"abstract":"This review paper encapsulates the documentation on the application of Vertical Greenery Systems(VGS) in a sustainable development environment for urban society. With the information gathered from the reviewed literature, a number of key aspects regarding VGS, such as the classification of plantations by their Air Pollution Tolerance Index(APTI) systems, the climate influence on VGS and the different regulating system employed for the VGS have been explored. This technique uses vertical space for the growth of green cover. It will be beneficial for the cities having a high population density, where open space is scarce. In general, besides lowering the overall temperature, VGS has a great potential in minimizing the average consumption of energy in buildings, especially during summers. Furthermore, the review wraps up some aspects of VGS such as the species suitable for different climates, influence of orientation on energy saving levels, thickness of foliage, and composition of different layers and density of green cover on the walls.","PeriodicalId":142166,"journal":{"name":"2017 4th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133890639","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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