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2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon)最新文献

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A hybrid method for activity monitoring using principal component analysis and back-propagation neural network 一种基于主成分分析和反向传播神经网络的活动监测混合方法
2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon) Pub Date : 2017-08-01 DOI: 10.1109/SMARTTECHCON.2017.8358499
S. Kishore, Sayandeep Bhattacharjee, A. Swetapadma
{"title":"A hybrid method for activity monitoring using principal component analysis and back-propagation neural network","authors":"S. Kishore, Sayandeep Bhattacharjee, A. Swetapadma","doi":"10.1109/SMARTTECHCON.2017.8358499","DOIUrl":"https://doi.org/10.1109/SMARTTECHCON.2017.8358499","url":null,"abstract":"Human activity recognition is a useful topic of research as it recognizes various human activity ultimately helps in monitoring of patients in hospitals, elderly people at home etc. In this work a hybrid method using PCA and ANN is proposed for activity classification. Principal component analysis is used to find the important features from a number of features. In this work 381 features are selected from 561 features. Selected features are used as input to the ANN based classifier to recognize different human activity. The accuracy of the proposed activity classification method is 96.8%. Hence the proposed PCA and ANN based hybrid method can be used effectively for human activity recognition.","PeriodicalId":312752,"journal":{"name":"2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon)","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122486077","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Honey bee optimization based resource discovery scheme for vehicular cloud networks 基于蜜蜂优化的车载云网络资源发现方案
2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon) Pub Date : 2017-08-01 DOI: 10.1109/SMARTTECHCON.2017.8358466
Mahantesh G. Kambalimath, M. Kakkasageri, S. Manvi
{"title":"Honey bee optimization based resource discovery scheme for vehicular cloud networks","authors":"Mahantesh G. Kambalimath, M. Kakkasageri, S. Manvi","doi":"10.1109/SMARTTECHCON.2017.8358466","DOIUrl":"https://doi.org/10.1109/SMARTTECHCON.2017.8358466","url":null,"abstract":"Vehicular Cloud Network (VCN) is an up coming technology for Intelligent Transportation Systems (ITS) used for traffic management such as, storage, computing Internet, etc. in vehicles and road side infrastructures. Internet of Things (IoTs) and VCN are the key networking profound technologies of the up coming future wireless communication. Vehicular cloud networking is a complex system with a large number of shared resources. Vehicular cloud computing resource management requires intelligent algorithms for resource discovery, resource allocation and resource sharing. Resource discovery in vehicular cloud networking is a challenging issue because of the attaining accuracy in resource information when the vehicles are on fly and changes are frequent and unpredictable. We have proposed multi agent based honey bee optimization for efficient discovery of resource in vehicular cloud networks in this position paper. In honey bee optimization technique, we have used multiple mating behavior based approach to solve cloud selection problem in vehicular cloud networks. Identification of the appropriate cloud resource in minimum delay is the main contribution of the proposed research work.","PeriodicalId":312752,"journal":{"name":"2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114430209","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quality of service in MANETS MANETS的服务质量
2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon) Pub Date : 2017-08-01 DOI: 10.1109/SMARTTECHCON.2017.8358381
Rajesh Kumar Ahuja, Naina, J. Jadon
{"title":"Quality of service in MANETS","authors":"Rajesh Kumar Ahuja, Naina, J. Jadon","doi":"10.1109/SMARTTECHCON.2017.8358381","DOIUrl":"https://doi.org/10.1109/SMARTTECHCON.2017.8358381","url":null,"abstract":"MANETS (Mobile Ad-Hoc Networks) are the collection of movable nodes which themselves are self-configured, these nodes are attached by wireless links without the need of any centralized authority. These nodes in the networks work as host and router as well. With the increase in wireless technology in our society MANETS are popular and essential today. The main objective to describe this paper is to explain the existing protocols and their performance comparison, also some modification is done and the simulation is performed to know about the throughput, packet delivery ratio, standard deviation energy, average residual energy, first dead node in different protocols are shown in the thesis. In this work we are going to explain AODV, DSR and modified DSR protocols with the performance analysis using simulation results, the modified version of DSR and its advantages are briefly explained along with the simulation result. The different algorithms are used in this work, the comparison shows which algorithm based routing protocol works effectively.","PeriodicalId":312752,"journal":{"name":"2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122052404","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Digital MCB 数字MCB
2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon) Pub Date : 2017-08-01 DOI: 10.1109/smarttechcon.2017.8358617
C. V. Chiranthan, M. K. Prasad, R. Shreyas
{"title":"Digital MCB","authors":"C. V. Chiranthan, M. K. Prasad, R. Shreyas","doi":"10.1109/smarttechcon.2017.8358617","DOIUrl":"https://doi.org/10.1109/smarttechcon.2017.8358617","url":null,"abstract":"The usual problem that arises when there is an electrical fault is complete cut off of power supply to the mains. For any user, it would be quite a hassle to undergo such a problem since the user may need continuous power supply for certain real-time appliances. The faults that occur range from short circuit to an over-current situation. To address all these issues an automated system can be implemented which automatically detects the location of the fault and also rejoins the power supply. By implementing such a system, the MCB becomes completely autonomous and have a quicker response too.","PeriodicalId":312752,"journal":{"name":"2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129867960","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Digital technology in classroom: Changing the face of education infographic 课堂上的数字技术:改变教育信息图表的面貌
2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon) Pub Date : 2017-08-01 DOI: 10.1109/SMARTTECHCON.2017.8358405
Preeti Johri, Dr Anuranjan Misra
{"title":"Digital technology in classroom: Changing the face of education infographic","authors":"Preeti Johri, Dr Anuranjan Misra","doi":"10.1109/SMARTTECHCON.2017.8358405","DOIUrl":"https://doi.org/10.1109/SMARTTECHCON.2017.8358405","url":null,"abstract":"Through this paper of mine I would like to elaborate the usage of Digital Technology in classrooms. In many countries teachers as well as students are allowed to use the newly introduced devices like iPad, Tabs, Minis and etc with WiFi connectivity at the school levels. In India still we are struggling with the old anomalies of not even using the electronic devices which are generally used in terms of technology advancement. The usage of such devices at the school level can help and provide the knowledge to students to compete in the technology world. These devices are capable enough to become the guide and the mentor to make students techno savvy which will play a vital role in making the education system fully ICT based at school levels.","PeriodicalId":312752,"journal":{"name":"2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128605001","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Comparison between local binary pattern histograms and principal component analysis algorithm in face recognition system 局部二值模式直方图与主成分分析算法在人脸识别中的比较
2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon) Pub Date : 2017-08-01 DOI: 10.1109/SMARTTECHCON.2017.8358516
Abha Thakral, Akshat Vohra
{"title":"Comparison between local binary pattern histograms and principal component analysis algorithm in face recognition system","authors":"Abha Thakral, Akshat Vohra","doi":"10.1109/SMARTTECHCON.2017.8358516","DOIUrl":"https://doi.org/10.1109/SMARTTECHCON.2017.8358516","url":null,"abstract":"In recent years, biometric recognition has become one of the aspects for security purposes throughout IT industries. For these systems, the developer has to implement one algorithm which is going to perform recognition part successfully. This paper shows the comparison between two main algorithms which are implemented on the systems for the best performance named “Principal Component Analysis” and “Local Binary Pattern Histogram”. The comparison is based on different situations and environment around like the amount of light (artificial and natural), recognition at night time and direct sunlight.","PeriodicalId":312752,"journal":{"name":"2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon)","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124205009","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Normalization method for misaligned face samples in non-cooperative biometrics 非合作生物识别中不对齐人脸样本的归一化方法
2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon) Pub Date : 2017-08-01 DOI: 10.1109/SMARTTECHCON.2017.8358391
Nilesh Pawar, D. Ingole, M. D. Ingole
{"title":"Normalization method for misaligned face samples in non-cooperative biometrics","authors":"Nilesh Pawar, D. Ingole, M. D. Ingole","doi":"10.1109/SMARTTECHCON.2017.8358391","DOIUrl":"https://doi.org/10.1109/SMARTTECHCON.2017.8358391","url":null,"abstract":"Reliability and robustness of a verification system is a major concern in biometrics. One of the most important covariates in face non-cooperative biometrics is misalignment, which exist because of errors in face detector. Current research is happening in this direction in order to make non-cooperative biometrics more reliable and consistent. In this paper, we have proposed the face normalization method to overcome the negative effects of misalignment. This method is based on first determining the eye distance and then determining the face which depend on the location of eyes. With this method, the recognition accuracy increases significantly from 44.95% to 66.66 %. It is worth mentioning that the experiments were conducted on the dataset, where large variations of poses, scales and illumination exists and these characteristics makes this dataset more appropriate for doing validation for non-cooperative face biometrics. However, detection rate with eye detector will be smaller than that of face detector. Thus, it's essential to make eye detector more reliable and robust in non-cooperative face biometrics.","PeriodicalId":312752,"journal":{"name":"2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114330982","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design and development of smart branched switch for home automation systems 用于家庭自动化系统的智能分支开关的设计与开发
2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon) Pub Date : 2017-08-01 DOI: 10.1109/SMARTTECHCON.2017.8358446
S. S. Ramachandran, Kiruthika Sivaraman, A. K. Veeraraghavan, R. Yuvaraj, R. Azhagumurgan
{"title":"Design and development of smart branched switch for home automation systems","authors":"S. S. Ramachandran, Kiruthika Sivaraman, A. K. Veeraraghavan, R. Yuvaraj, R. Azhagumurgan","doi":"10.1109/SMARTTECHCON.2017.8358446","DOIUrl":"https://doi.org/10.1109/SMARTTECHCON.2017.8358446","url":null,"abstract":"Our upcoming world needs a smarter way to control all the electrical and electronic appliances in one's home. The proposed concept in the paper will be very useful in achieving this. The control of the home appliances is achieved by the use of a single microcontroller, it has a branched structure with the microcontroller as the root memory and many RF transmitters as branches which will control many home appliance. The user interface is via an android application that runs on a smartphone that connects to microcontroller using WI-Fi where rooms can be added through application, as well as switches can be included to each room in the form of widgets thus displaying a live simulation of the network of switches in the home and shows whether they are active or inactive. The application ensures that the power is managed efficiently by indicating to the user, the connections that are turned on unnecessarily. This helps out in reducing the cost of and also saves energy.","PeriodicalId":312752,"journal":{"name":"2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114630687","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
ASIC implementation of switch architecture used in NoC 开关架构在NoC中的ASIC实现
2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon) Pub Date : 2017-08-01 DOI: 10.1109/smarttechcon.2017.8358473
B. K. Monika, S. K. Amaresha, S. Yellampalli
{"title":"ASIC implementation of switch architecture used in NoC","authors":"B. K. Monika, S. K. Amaresha, S. Yellampalli","doi":"10.1109/smarttechcon.2017.8358473","DOIUrl":"https://doi.org/10.1109/smarttechcon.2017.8358473","url":null,"abstract":"For large system designs the Bus topology has the several limitations from the physical design viewpoint. The wire occupy much area of the chip and in the nanometer CMOS technology, interconnects dominates both the performance and dynamic power dissipation. Bus topology is not scalable and system throughput is also low, so Network on Chip (NoC) is desirable to interconnect the IP's in chip. NoC refers to the on chip interconnections among the various IP's present in a system-on-chip (SoC). NoC uses packets to route the data from the source to the destination, via the network that consist of crossbar switches, buffers, arbiter and interconnection links. In NoC switching strategy determines flow of data through routers in network and routing algorithm is responsible for routing data from source to destination. In this paper the NoC switch architecture is proposed by using static routing algorithm for mesh topology network.","PeriodicalId":312752,"journal":{"name":"2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124067116","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
An optimization of single stage power factor corrected AC-DC converter with appreciable steady-state performance 稳态性能良好的单级功率因数校正AC-DC变换器的优化设计
2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon) Pub Date : 2017-08-01 DOI: 10.1109/SMARTTECHCON.2017.8358549
D. Lenine, R. Kumar, B. S. Reddy
{"title":"An optimization of single stage power factor corrected AC-DC converter with appreciable steady-state performance","authors":"D. Lenine, R. Kumar, B. S. Reddy","doi":"10.1109/SMARTTECHCON.2017.8358549","DOIUrl":"https://doi.org/10.1109/SMARTTECHCON.2017.8358549","url":null,"abstract":"The harmonic content is the major problem in supply side devices. So, in order to reduce this use of active PFC is mandatory in these converters. If the compensator placed in the feedback loop at output is narrow in its bandwidth, the dynamic response of the Power Factor Corrector (PFC) is slow. However, the input current THD, power factor and voltage ripple are appreciable. If the compensator placed in the feedback loop at output is broad in bandwidth, the response of the PFC is faster but the voltage ripple is more where as THD and power factor are significantly less in value. In this paper, proper investigation has been done to find the range of the K (factor of ripple voltage on the control signal) which decides whether the system to have fast / slow response with power factor, THD and voltage ripple is appreciable values. The major variations of K are due to the variation of time constant (RC) of the controller. The results are verified through MATLAB/Simulink.","PeriodicalId":312752,"journal":{"name":"2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon)","volume":"93 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126363034","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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