The reliability of fingerprint matching system is highly depends on the perfect alignment algorithm and a suitable matching techniques, which assign a label to the input fingerprint image. In this paper, we propose a rotation invariant fingerprint descriptor and a improved generalization performance classifier. The proposed new descriptor is represented by a histogram of local directional pattern (LDP) computed from extracted region of interest (ROI) of fingerprint images. For fingerprint matching, we propose a single hidden layer neural network (SLFN), which combines a powerful extreme learning machine (ELM) and a well generalized resilient propagation (RPROP) algorithm. The proposed fingerprint matching system comprises the following steps: fingerprint pre-processing/enhancement, ROI extraction, invariant LDP feature extraction, and matching using proposed hybrid classifier. The experimental result shows that the matching accuracy of the proposed system is improved as compare to ELM for lower values of hidden nodes, and other distance based matching approaches proposed in the literature.
{"title":"Fingerprint Matching Using Rotational Invariant Image Based Descriptor and Machine Learning Techniques","authors":"Ravinder Kumar, P.Surya Chandra, M. Hanmandlu","doi":"10.1109/ICETET.2013.4","DOIUrl":"https://doi.org/10.1109/ICETET.2013.4","url":null,"abstract":"The reliability of fingerprint matching system is highly depends on the perfect alignment algorithm and a suitable matching techniques, which assign a label to the input fingerprint image. In this paper, we propose a rotation invariant fingerprint descriptor and a improved generalization performance classifier. The proposed new descriptor is represented by a histogram of local directional pattern (LDP) computed from extracted region of interest (ROI) of fingerprint images. For fingerprint matching, we propose a single hidden layer neural network (SLFN), which combines a powerful extreme learning machine (ELM) and a well generalized resilient propagation (RPROP) algorithm. The proposed fingerprint matching system comprises the following steps: fingerprint pre-processing/enhancement, ROI extraction, invariant LDP feature extraction, and matching using proposed hybrid classifier. The experimental result shows that the matching accuracy of the proposed system is improved as compare to ELM for lower values of hidden nodes, and other distance based matching approaches proposed in the literature.","PeriodicalId":440967,"journal":{"name":"2013 6th International Conference on Emerging Trends in Engineering and Technology","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122231425","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 proposes Efficient & Robust Reprogramming Architecture for Multihop Code Generation in Wireless Sensor Network (WSN) to provide more energy efficient & robust code dissemination protocol for multihop network. Supporting the capability for remote reprogramming of sensor nodes via wireless network has highlighted the importance of research in this area. In this diverse field researchers are struggling to identify the most appropriate solutions for their application requirements. Various key issues for designing and implementing adaptive reprogramming for multihop code generation in WSN has been considered in this research work.
{"title":"Efficient & Robust Reprogramming Architecture for Multihop Code Generation in Wireless Sensor Network","authors":"V. Gulhane, L. Malik","doi":"10.1109/ICETET.2013.25","DOIUrl":"https://doi.org/10.1109/ICETET.2013.25","url":null,"abstract":"This paper proposes Efficient & Robust Reprogramming Architecture for Multihop Code Generation in Wireless Sensor Network (WSN) to provide more energy efficient & robust code dissemination protocol for multihop network. Supporting the capability for remote reprogramming of sensor nodes via wireless network has highlighted the importance of research in this area. In this diverse field researchers are struggling to identify the most appropriate solutions for their application requirements. Various key issues for designing and implementing adaptive reprogramming for multihop code generation in WSN has been considered in this research work.","PeriodicalId":440967,"journal":{"name":"2013 6th International Conference on Emerging Trends in Engineering and Technology","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132042066","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}
To make the interconnection inside a System on Chip (SoC) Network on Chip (NoC) is a new paradigm. The Network-on-Chip (NOC) have many advantages on traditional bus based System-on-Chip (SoC). In past the interconnections are based on a bus structure. But the bus based structure does not meet the needs of the recent advanced technology. In many complicated network the bus structure blocks the traffic. In NoC technology the bus structure is replaced with a network which is similar to the Internet. Generally Segments communicate with each other by transferring packetized data over the network. Just like a computer network the NoC network consists of devices that use the network and routers that direct the traffic between devices and wires that connect devices to routers and routers to other routers. The network topology and a routing algorithm are the essential things in the network design of the NoC. Routers route the packets based on the algorithm that they use. The different systems choose the different algorithms. Each and every system has its own requirements for the routing algorithm. This paper presents the relative analysis on the basics of networking on Network on Chip systems. Also presents the comparative analysis and implementation of Wormhole and Virtual Cut-through router. The simulation of Wormhole system and VCT is done in Modelsim SE as a simulation debugging tool.
{"title":"Routing Algorithms for NoC Architecture: A Relative Analysis","authors":"Bharati B. Sayankar, Pankaj Agrawal, S. Dorle","doi":"10.1109/ICETET.2013.29","DOIUrl":"https://doi.org/10.1109/ICETET.2013.29","url":null,"abstract":"To make the interconnection inside a System on Chip (SoC) Network on Chip (NoC) is a new paradigm. The Network-on-Chip (NOC) have many advantages on traditional bus based System-on-Chip (SoC). In past the interconnections are based on a bus structure. But the bus based structure does not meet the needs of the recent advanced technology. In many complicated network the bus structure blocks the traffic. In NoC technology the bus structure is replaced with a network which is similar to the Internet. Generally Segments communicate with each other by transferring packetized data over the network. Just like a computer network the NoC network consists of devices that use the network and routers that direct the traffic between devices and wires that connect devices to routers and routers to other routers. The network topology and a routing algorithm are the essential things in the network design of the NoC. Routers route the packets based on the algorithm that they use. The different systems choose the different algorithms. Each and every system has its own requirements for the routing algorithm. This paper presents the relative analysis on the basics of networking on Network on Chip systems. Also presents the comparative analysis and implementation of Wormhole and Virtual Cut-through router. The simulation of Wormhole system and VCT is done in Modelsim SE as a simulation debugging tool.","PeriodicalId":440967,"journal":{"name":"2013 6th International Conference on Emerging Trends in Engineering and Technology","volume":"433 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116692546","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 depicts the restructuring of different models of third generation of Artificial neural network, that is, the spiking neural networks for image processing applications. The proposed work aims towards implementation of a novel algorithm using different models of Spiking Neural Networks which will improve upon the optimization results in the field of image processing. In this paper, we focus on various evaluation parameters like mean square error, mean absolute error peak signal to noise ratios as well as enhance the output using ANN as wellas Leaky Integrate and firing Model of Spiking Neural Networks.
{"title":"Reconfiguration of Spiking Neural Network for Optimization with Applications to Image Processing","authors":"S. Chaturvedi, A. Khurshid, S. Dorle","doi":"10.1109/ICETET.2013.54","DOIUrl":"https://doi.org/10.1109/ICETET.2013.54","url":null,"abstract":"This paper depicts the restructuring of different models of third generation of Artificial neural network, that is, the spiking neural networks for image processing applications. The proposed work aims towards implementation of a novel algorithm using different models of Spiking Neural Networks which will improve upon the optimization results in the field of image processing. In this paper, we focus on various evaluation parameters like mean square error, mean absolute error peak signal to noise ratios as well as enhance the output using ANN as wellas Leaky Integrate and firing Model of Spiking Neural Networks.","PeriodicalId":440967,"journal":{"name":"2013 6th International Conference on Emerging Trends in Engineering and Technology","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126243242","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, we present Reconfigurable Wireless Sensor Network (R-WSN), which will improve the reliability of wireless links in health monitoring system, providing reconfigurable features to all intermediate nodes. Reconfigurable devices permit remote and runtime software reconfiguration, which implies benefits in WSNs deployment and maintainability and, finally, cost reduction.
{"title":"Auto-Reconfigurable Routing in a Wireless Sensor Network","authors":"Abhay Kshirsagar, A. Deshmukh","doi":"10.1109/ICETET.2013.13","DOIUrl":"https://doi.org/10.1109/ICETET.2013.13","url":null,"abstract":"In this paper, we present Reconfigurable Wireless Sensor Network (R-WSN), which will improve the reliability of wireless links in health monitoring system, providing reconfigurable features to all intermediate nodes. Reconfigurable devices permit remote and runtime software reconfiguration, which implies benefits in WSNs deployment and maintainability and, finally, cost reduction.","PeriodicalId":440967,"journal":{"name":"2013 6th International Conference on Emerging Trends in Engineering and Technology","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126564283","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 a multiuser channel signals are corrupted due to Additive White Gaussian Noise (AWGN) and Inter Carrier Interference (ICI). Orthogonal Frequency Division Multiplexing (OFDM) receiver detects the symbols or bits and estimates the parameters. Wavelet Packet Modulation (WPM) is applied to the received symbols that have been previously coded at the transmitter by a special code. The final result obtained is a reduction of the noise (denoising), which results in performance improvement of bit error rate of the system.
{"title":"Strategies for Performance Evaluation of Wavelet Packet Modulation in Wireless Ad Hoc Networks","authors":"M. Chakole, S. Pokle, S. Dorle","doi":"10.1109/ICETET.2013.27","DOIUrl":"https://doi.org/10.1109/ICETET.2013.27","url":null,"abstract":"In a multiuser channel signals are corrupted due to Additive White Gaussian Noise (AWGN) and Inter Carrier Interference (ICI). Orthogonal Frequency Division Multiplexing (OFDM) receiver detects the symbols or bits and estimates the parameters. Wavelet Packet Modulation (WPM) is applied to the received symbols that have been previously coded at the transmitter by a special code. The final result obtained is a reduction of the noise (denoising), which results in performance improvement of bit error rate of the system.","PeriodicalId":440967,"journal":{"name":"2013 6th International Conference on Emerging Trends in Engineering and Technology","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125067283","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's competitive market environment service quality has become one of the important criteria for successful business. Without better service quality in service sector one cannot survive in highly aware customer. Highly competitive market in the healthcare industry and awareness of the stakeholders of healthcare service sector has caused increasing pressure on service provider to provide services with higher quality. India has one of the fastest growing economy as compared to other developing country. Today it is a need of hour to identify the determinants of service quality in healthcare sector so that policy makers can focus on these areas to improve the service quality. The objective of this paper is to critically review the various research papers based on service quality of healthcare sector in various countries, applicability and limitation of these studies in Indian healthcare sector and identify the issues for future research on service quality of Indian healthcare sector based on critical analysis of the literature. The review of service quality of healthcare literature revealed that the service quality has affected by number of factors which are needed to focus for improvement of service quality. These factor are depends on the type of service sector, need, type of respondent, socio - demographic background of stakeholder, culture and belief. After the reviews of service quality of healthcare sector literature, it is observed that there is an urgent need to identify the determinants of service quality of health care sector and to develop the service quality model in Indian context.
{"title":"A Review on Healthcare Service Quality Dimensions","authors":"G. N. Akhade, S. Jaju, R. Lakhe","doi":"10.1109/ICETET.2013.38","DOIUrl":"https://doi.org/10.1109/ICETET.2013.38","url":null,"abstract":"Today's competitive market environment service quality has become one of the important criteria for successful business. Without better service quality in service sector one cannot survive in highly aware customer. Highly competitive market in the healthcare industry and awareness of the stakeholders of healthcare service sector has caused increasing pressure on service provider to provide services with higher quality. India has one of the fastest growing economy as compared to other developing country. Today it is a need of hour to identify the determinants of service quality in healthcare sector so that policy makers can focus on these areas to improve the service quality. The objective of this paper is to critically review the various research papers based on service quality of healthcare sector in various countries, applicability and limitation of these studies in Indian healthcare sector and identify the issues for future research on service quality of Indian healthcare sector based on critical analysis of the literature. The review of service quality of healthcare literature revealed that the service quality has affected by number of factors which are needed to focus for improvement of service quality. These factor are depends on the type of service sector, need, type of respondent, socio - demographic background of stakeholder, culture and belief. After the reviews of service quality of healthcare sector literature, it is observed that there is an urgent need to identify the determinants of service quality of health care sector and to develop the service quality model in Indian context.","PeriodicalId":440967,"journal":{"name":"2013 6th International Conference on Emerging Trends in Engineering and Technology","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125186191","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}
V. Tehre, Pankaj Agrawal, R. Kshirsagar, Sanjay S. Dorle
To achieve high computational efficiency by maintaining low power and area requirement is becoming vitally important task for many computationally intensive applications in mobile devices. Designing an architecture for such complex application on ASIC is the traditional method which gives good performance by sacrificing flexibility. The many researchers are trying to achieve both performance and flexibility by exploring CGRA architecture which is a alternative of FPGA. This paper present a coarse grained architecture model for implementing low power complex application.
{"title":"Modeling of CGRA to Improve Power Efficiency for Computationally Intensive Application","authors":"V. Tehre, Pankaj Agrawal, R. Kshirsagar, Sanjay S. Dorle","doi":"10.1109/ICETET.2013.71","DOIUrl":"https://doi.org/10.1109/ICETET.2013.71","url":null,"abstract":"To achieve high computational efficiency by maintaining low power and area requirement is becoming vitally important task for many computationally intensive applications in mobile devices. Designing an architecture for such complex application on ASIC is the traditional method which gives good performance by sacrificing flexibility. The many researchers are trying to achieve both performance and flexibility by exploring CGRA architecture which is a alternative of FPGA. This paper present a coarse grained architecture model for implementing low power complex application.","PeriodicalId":440967,"journal":{"name":"2013 6th International Conference on Emerging Trends in Engineering and Technology","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122215767","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}
Current wireless networks are characterized by a static spectrum allocation policy, where governmental agencies assign wireless spectrum to license holders on a long term basis for large geographical regions. Because of the increase in spectrum demand, this policy faces spectrum scarcity in particular spectrum bands. As a result, a significant amount of spectrum is underutilized. Hence, dynamic spectrum access techniques were proposed to solve these spectrum underutilization problems. The main challenges of spectrum management in Cognitive Radio (CR) are spectrum sensing, spectrum decision, spectrum sharing and spectrum mobility. By exploiting the existing wireless spectrum opportunistically, CR networks are being developed to solve current wireless network problems. However, to ensure efficient communication, the Quality of Service parameters need to be considered.
{"title":"Analysis of Quality of Service of Cognitive Radio Systems","authors":"N. Nathani, G. C. Manna, S. Dorle","doi":"10.1109/ICETET.2013.30","DOIUrl":"https://doi.org/10.1109/ICETET.2013.30","url":null,"abstract":"Current wireless networks are characterized by a static spectrum allocation policy, where governmental agencies assign wireless spectrum to license holders on a long term basis for large geographical regions. Because of the increase in spectrum demand, this policy faces spectrum scarcity in particular spectrum bands. As a result, a significant amount of spectrum is underutilized. Hence, dynamic spectrum access techniques were proposed to solve these spectrum underutilization problems. The main challenges of spectrum management in Cognitive Radio (CR) are spectrum sensing, spectrum decision, spectrum sharing and spectrum mobility. By exploiting the existing wireless spectrum opportunistically, CR networks are being developed to solve current wireless network problems. However, to ensure efficient communication, the Quality of Service parameters need to be considered.","PeriodicalId":440967,"journal":{"name":"2013 6th International Conference on Emerging Trends in Engineering and Technology","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133182011","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 the most recent years, the need for a more rational and efficient use of energy has emerged as a strategic and urgent issue. Such a necessity is particularly perceived in the industrial sector, not only because of the increasing costs of energy, but also as a consequence of the global competition, which stresses some features of the process and its final products. This force to study the equipment utilization and loading of the equipment for the application. Particularly the steel rolling mill motors are bigger in size and load on these mill stand motors not continuous but the cooling system of these motors operated at full load irrespective of the heat generation. Study of the load pattern shows the significant potential to reduce the energy consumption by operating the cooling blowers smartly by using the PLC. This research work is aimed at the development of the application based PLC program to run the auxiliary drive based on the cooling unit design, temperature rise curve and current demand of the main drive.
{"title":"Industrial Power Electronics and PLC System Solution for Enhancing the Performance of DC/AC Drive for Specific Application","authors":"K. G. Bante, S. Tarnekar, D. R. Tutakane","doi":"10.1109/ICETET.2013.10","DOIUrl":"https://doi.org/10.1109/ICETET.2013.10","url":null,"abstract":"In the most recent years, the need for a more rational and efficient use of energy has emerged as a strategic and urgent issue. Such a necessity is particularly perceived in the industrial sector, not only because of the increasing costs of energy, but also as a consequence of the global competition, which stresses some features of the process and its final products. This force to study the equipment utilization and loading of the equipment for the application. Particularly the steel rolling mill motors are bigger in size and load on these mill stand motors not continuous but the cooling system of these motors operated at full load irrespective of the heat generation. Study of the load pattern shows the significant potential to reduce the energy consumption by operating the cooling blowers smartly by using the PLC. This research work is aimed at the development of the application based PLC program to run the auxiliary drive based on the cooling unit design, temperature rise curve and current demand of the main drive.","PeriodicalId":440967,"journal":{"name":"2013 6th International Conference on Emerging Trends in Engineering and Technology","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131808331","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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