2014 Fourth International Conference on Communication Systems and Network Technologies最新文献

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Feature Selection Algorithm for Improving the Performance of Classification: A Survey 提高分类性能的特征选择算法综述
K. Naidu, Aparna Dhenge, K. Wankhade
{"title":"Feature Selection Algorithm for Improving the Performance of Classification: A Survey","authors":"K. Naidu, Aparna Dhenge, K. Wankhade","doi":"10.1109/CSNT.2014.99","DOIUrl":"https://doi.org/10.1109/CSNT.2014.99","url":null,"abstract":"With the rapid development of the Computer Science and Technology, It has become a major problem for the users that how to quickly find useful or needed information. Data mining can be seen as an area of artificial intelligence that seeks to extract information or patterns from large amounts of data stored in databases. Recent researches on feature selection have been conducted in an attempt to find efficient methods for selection of relevant features. Feature selection generally involves a combination of search and attributes utility estimation plus evaluation with respect to specific learning schemes. There are several methods to select features in ensembles systems and genetic algorithms (GA) are one of the most used methods. This paper gives overview of feature selection Algorithm which searches the feature space using the idea of evolutionary computation, in order to find the optimal feature subset.","PeriodicalId":414040,"journal":{"name":"2014 Fourth International Conference on Communication Systems and Network Technologies","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115366155","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: 13
A Quantum Multilayer Self Organizing Neural Network for Object Extraction from a Noisy Background 基于量子多层自组织神经网络的噪声背景下目标提取
S. Bhattacharyya, Pankaj Pal, Sandip Bhowmik
{"title":"A Quantum Multilayer Self Organizing Neural Network for Object Extraction from a Noisy Background","authors":"S. Bhattacharyya, Pankaj Pal, Sandip Bhowmik","doi":"10.1109/CSNT.2014.108","DOIUrl":"https://doi.org/10.1109/CSNT.2014.108","url":null,"abstract":"Proper extraction of objects from a noisy perspective is an upheaval task in the computer vision research community. Several intelligent research paradigms have been focused on this aspect over the years. Notable among them is the multilayer self organizing neural network (MLSONN) architecture assisted by fuzzy measure guided back propagation of errors. In this article, we propose a quantum version of the MLSONN architecture which operates using single qubit rotation gates. The proposed QMLSONN architecture comprises three processing layers viz., input, hidden and output layers. The nodes of the processing layers are represented by qubits and the interconnection weights are represented by quantum gates. A quantum measurement at the output layer destroys the quantum states of the processed information thereby inducing incorporation of linear indices of fuzziness as the network system errors used to adjust network interconnection weights through a proposed quantum back propagation algorithm. Results of application of the QMLSONN are demonstrated on a synthetic and a real life spanner image with various degrees of Gaussian noise. A comparative study with the performance of the classical MLSONN architecture reveals the time efficiency of the proposed QMLSONN architecture.","PeriodicalId":414040,"journal":{"name":"2014 Fourth International Conference on Communication Systems and Network Technologies","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124281761","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: 9
A Quick Survey on Wireless Sensor Networks 无线传感器网络研究综述
M. Bhende, Sanjeev J Wagh, Amruta Utpat
{"title":"A Quick Survey on Wireless Sensor Networks","authors":"M. Bhende, Sanjeev J Wagh, Amruta Utpat","doi":"10.1109/CSNT.2014.40","DOIUrl":"https://doi.org/10.1109/CSNT.2014.40","url":null,"abstract":"Wireless sensor networks (WSNs) have become one of the important areas in networking field. This is because sensors as compared to others are cheaper, efficient, adaptable and smaller. These sensors are having wireless interfaces to communicate with each other. The design of wireless sensor networks is application specific. Change in the application leads to change in the design of the network. Also network topologies vary if some physical changes in the network occur. The paper gives overview of the WSN. Also broad classification of applications of WSN is given briefly in this paper. Also the overview has been given on types on which these applications are based on.","PeriodicalId":414040,"journal":{"name":"2014 Fourth International Conference on Communication Systems and Network Technologies","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116914287","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: 21
Multiple Energy Detection vs Cyclostationary Feature Detection Spectrum Sensing Technique 多重能量检测与循环平稳特征检测光谱传感技术
A. Bagwari, G. Tomar
{"title":"Multiple Energy Detection vs Cyclostationary Feature Detection Spectrum Sensing Technique","authors":"A. Bagwari, G. Tomar","doi":"10.1109/CSNT.2014.43","DOIUrl":"https://doi.org/10.1109/CSNT.2014.43","url":null,"abstract":"Cognitive Radio Networks (CRN) is a future based wireless communication technology which resolves spectrum scarcity problems in an efficient ways. In this paper, we present the comparative analysis between proposed multiple energy detectors (MED) and cyclostationary feature detector based spectrum sensing techniques. Proposed MED is using adaptive double-threshold (ADT) scheme for spectrum sensing. Numerical results show that MED outperforms cyclostationary feature detection by 36.1 % at - 8 dB signal to noise ratio (SNR) in terms of probability of detection alarm (Pd).","PeriodicalId":414040,"journal":{"name":"2014 Fourth International Conference on Communication Systems and Network Technologies","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121084019","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: 35
Dynamic TTL Variance Foretelling Based Enhancement of AODV Routing Protocol in MANET 基于动态TTL方差预测的城域网AODV路由协议改进
D. S. Karaulia, Nitesh Bharot
{"title":"Dynamic TTL Variance Foretelling Based Enhancement of AODV Routing Protocol in MANET","authors":"D. S. Karaulia, Nitesh Bharot","doi":"10.1109/CSNT.2014.54","DOIUrl":"https://doi.org/10.1109/CSNT.2014.54","url":null,"abstract":"Ad hoc On-demand Distance Vector (AODV) is an on demand routing protocol for delivering messages in a connected Mobile Ad hoc Network (MANET). AODV itself is an improved version of routing to maintain connection on demand and the route repair is the procedure that is called after the link expiration time. Connectivity in the network only exists when nodes are in radio range of each other. Routes can be repaired by the node that detects the link breakage along the end to end path. In this paper, we are enhancing the existing Route Repair method in AODV to achieve broadcasting and minimizing the flooding. The protocol's enhanced version first creates the group of mobile nodes then broadcasting can be done, and if the link breaks then route repair technique can be applied. Many intermediate nodes in the network take part in communication. Enhanced AODV Route Repair (EAODV) protocol is implemented on NS2 network simulator. To analyze and compare the behavior of proposed protocol (EAODV) in term of dynamic TTL value (fixed and varying) according to network requirement prediction, simulations are performed. Proposed protocol has been compared with the obtainable AODV in terms of routing load, and data delivery ratio.","PeriodicalId":414040,"journal":{"name":"2014 Fourth International Conference on Communication Systems and Network Technologies","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127532660","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
Identifying Jammers in Wireless Sensor Network with an Approach to Defend Reactive Jammer 无线传感器网络中干扰器的识别与防御被动干扰器的方法
Apurva A. Bodkhe, A. Raut
{"title":"Identifying Jammers in Wireless Sensor Network with an Approach to Defend Reactive Jammer","authors":"Apurva A. Bodkhe, A. Raut","doi":"10.1109/CSNT.2014.26","DOIUrl":"https://doi.org/10.1109/CSNT.2014.26","url":null,"abstract":"The jamming attack is one of the major security issues where a jammer node interferes with the signal of neighboring sensor nodes and thus disrupts the message delivery of its neighboring nodes. In wireless sensor network which is having a broadcast nature as well as limited resources such as battery power, memory, computational capabilities these jammers can create mass destruction to legitimate sensor communication. Reactive jamming attack is a light weight attack performed by the adversary but they are easy to launch and difficult to identify. Hence in this paper various techniques to identify the jamming attack has been discussed moreover the emphasis is laid on detecting the reactive jammers also a more efficient method has been proposed to identify and defend the reactive jammers in wireless sensor network using the sensing trigger nodes.","PeriodicalId":414040,"journal":{"name":"2014 Fourth International Conference on Communication Systems and Network Technologies","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115445426","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: 6
Arima - Asymmetric Receiver Initiated Multiple Access Power Control Protocol for Wireless Ad-Hoc Networks 无线自组织网络的非对称接收方发起的多址功率控制协议
B. Panigrahi, S. De, H. Rath, Anantha Simha
{"title":"Arima - Asymmetric Receiver Initiated Multiple Access Power Control Protocol for Wireless Ad-Hoc Networks","authors":"B. Panigrahi, S. De, H. Rath, Anantha Simha","doi":"10.1109/CSNT.2014.64","DOIUrl":"https://doi.org/10.1109/CSNT.2014.64","url":null,"abstract":"In a distributed control wireless ad-hoc network, network performance is significantly effected by multi-user interference. In such networks, transmit power control can enhance the energy usage as well as the QoS performance. Although, the effects of hidden/exposed terminals on the system throughput in wireless ad-hoc networks have been studied extensively, the IEEE 802.11 with variable transmit power has to be re-looked in order to optimize the energy and other QoS measures (e.g, bandwidth, throughput). In this paper, we capture the drawbacks of the existing fixed and variable transmission-power control Medium Access Control (MAC) protocols and propose an efficient energy aware receiver initiated variable transmission-power control protocol called Asymmetric Receiver Initiated Multiple Access (ARIMA). It minimizes interference due to the exposed terminal carrier sense nodes at the receiver and hence offers higher network performance. We compare the performance of our proposed protocol with the existing protocols analytically and through exhaustive simulation studies and observe that ARIMA outperforms the existing protocols in terms of throughput and packet transmission probability. This is a simple protocol and can be used in practice.","PeriodicalId":414040,"journal":{"name":"2014 Fourth International Conference on Communication Systems and Network Technologies","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115446602","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
Protecting Location Privacy via Synchronously Pseudonym Changing in VANETs 通过在vanet中同步更改假名来保护位置隐私
Wang Ying, Yang Shiyong
{"title":"Protecting Location Privacy via Synchronously Pseudonym Changing in VANETs","authors":"Wang Ying, Yang Shiyong","doi":"10.1109/CSNT.2014.135","DOIUrl":"https://doi.org/10.1109/CSNT.2014.135","url":null,"abstract":"Location privacy is an important concern in VANETS. Anonymity is one of commonly adopted solution to protect location privacy. In this paper, we present a mechanism based on an ID-based cryptosystem in order to ensure vehicles' anonymity by pseudonyms. In this mechanism, we adopt Pseudonyms Synchronously Change () scheme, which improves anonymity. In our schemes, vehicles change pseudonym at different times and locations. Performance evaluations demonstrate our schemes have superior performance on location privacy preservation.","PeriodicalId":414040,"journal":{"name":"2014 Fourth International Conference on Communication Systems and Network Technologies","volume":"83 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116416070","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: 6
Influence of Profile Error on the Bearing Characteristics of Hydrostatic Turntable 轮廓误差对静压转台承载特性的影响
L. Cai, Pengwei Cui, Yongsheng Zhao, Changqing Jing
{"title":"Influence of Profile Error on the Bearing Characteristics of Hydrostatic Turntable","authors":"L. Cai, Pengwei Cui, Yongsheng Zhao, Changqing Jing","doi":"10.1109/CSNT.2014.205","DOIUrl":"https://doi.org/10.1109/CSNT.2014.205","url":null,"abstract":"The carrying capacity of hydrostatic turntable was influenced by the profile error. A direct method to solve the static equilibrium was proposed to obtain the axial motion error and the angular motion error components of the turntable based on the structural characteristic of the heavy duty CNC hydrostatic turntable and under the assumption that the turntable is a rigid body and has no deformation. Thus the working state was achieved. The guide way of a hydrostatic turntable was analyzed with the method, and the influence of the profile error component on the variation of the axial motion error and angular motion error components with wavelength was obtained. In order to gain a deeper understanding of the turntable guide way, this paper investigates the relationship between the supporting force of a single hydrostatic pad with the wavelength. The results show that the profile error of hydrostatic turntable has a great influence on bearing characteristics, and the axial motion error and the supporting force show similar performance with the profile error and increase with the increasing of the profile error amplitude.","PeriodicalId":414040,"journal":{"name":"2014 Fourth International Conference on Communication Systems and Network Technologies","volume":"87 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122292897","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
Investigation of Ternary Function Minimization 三元函数最小化的研究
Vikram Ghiye, Sharan Bonde, A. Dhande
{"title":"Investigation of Ternary Function Minimization","authors":"Vikram Ghiye, Sharan Bonde, A. Dhande","doi":"10.1109/CSNT.2014.215","DOIUrl":"https://doi.org/10.1109/CSNT.2014.215","url":null,"abstract":"This paper presents the algorithm for the function minimization of multivalued i.e. Radix >2 digital system. The ternary digital system which radix=3 is considered here for the demonstration of proposed algorithm and computer program is developed based on algorithm in the form of ternary map. As the radix of system increases, the difficulties in the minimization or reduction of logic function is get increases. It becomes difficult to for higher radix to reduce the function design equation. The proposed program is developed for the ternary system function minimization. It incorporates all designed rules for ternary logic system design and gives the output in the form of Sum-of-Product (SOP) terms. There are different rules for the minimization of ternary logic based digital system that are different from the conventional binary digital system. Output equation of ternary digital system is in the form of F = F2 + 1. (F1) where, F2 = 2's minterms and F1 = 1's minterms. The results are verified for ternary full adder and subtract or are tested on program and compared with truth table for ternary full adder and subtract or and obtained results are found to be accurate.","PeriodicalId":414040,"journal":{"name":"2014 Fourth International Conference on Communication Systems and Network Technologies","volume":"361 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122786008","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: 7
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