{"title":"EKSS: An efficient approach for similarity search","authors":"S. Gupta, A. Dwivedi, R. Issac, S. K. Agrawal","doi":"10.1109/ICCICT.2012.6398194","DOIUrl":"https://doi.org/10.1109/ICCICT.2012.6398194","url":null,"abstract":"Nowadays, crucial task in data mining field in large multidimensional data has always been the similarity search problems. Similarity search involves both subsequences matching and whole sequence matching. In this paper, we present an approach which consider on how many dimensions the data point is similiar to the query point, the average distance of these dimensions of data point to the query point as well as efficiency with respect to time and space required with the dramatic increment of data size. The proposed approach involves dynamic selection of input parameters, covering both subsequences matching and whole sequence matching, suppressing the impact of high dissimilarities in few dimensions. Thus our proposed approach can help improving performance of existing data analysis technologies, such as financial market analysis, medical diagnosis and scientific and engineering database analysis as tremendous amount of data is generated in these disciplines.","PeriodicalId":319467,"journal":{"name":"2012 International Conference on Communication, Information & Computing Technology (ICCICT)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114239650","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Featured based sentiment classification for hotel reviews using NLP and Bayesian classification","authors":"T. Ghorpade, L. Ragha","doi":"10.1109/ICCICT.2012.6398136","DOIUrl":"https://doi.org/10.1109/ICCICT.2012.6398136","url":null,"abstract":"The internet revolution has brought about a new way of expressing an individual's opinion. It has become a medium through which people openly express their views on various subjects. These opinions contain useful information which can be utilized in many sectors which require constant customer feedback. Analysis of the opinion and it's classification into different sentiment classes is gradually emerging as a key factor in decision making. There has been extensive research on automatic text analysis for sentiments such as sentiment classifiers, affect analysis, automatic survey analysis, opinion extraction, or recommender systems. These methods typically try to extract the overall sentiment revealed in a sentence or document, either positive or negative, or somewhere in between. However, a drawback of these methods is that the information can be degraded, especially in texts where a loss of information can also occur. The proposed method attempts to overcome the problem of the loss of text information by using well trained training sets. Also, recommendation of a product or request for a product as per the user's requirements have achieved with the proposed method.","PeriodicalId":319467,"journal":{"name":"2012 International Conference on Communication, Information & Computing Technology (ICCICT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129426925","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A fast scanning technique for mobility management by optimized angular segmentation method","authors":"M. Samadder, S. Chatterjee, J. K. Bag","doi":"10.1109/ICCICT.2012.6398143","DOIUrl":"https://doi.org/10.1109/ICCICT.2012.6398143","url":null,"abstract":"In wireless & mobile communication the mobility management technique is an important issue of research. To fulfill the criteria of the all time connectivity, the mobile station (MS) should be connected with a base station (BS) during its operating mode, irrespective of its mobility. When a MS travels within the cell, no special technique is required to maintain its connectivity. But when a MS travels out of the coverage area of its current BS and tries to associate with another BS, a delay occurs during the handover of connection which leads to a failure of connection. Throughout the last few years plenty of researches had been done to reduce this handover delay by reducing the scanning delay as the scanning process causes ninety percent of the total handover delay. In this paper, we propose a new scanning technique where the hexagonal cell is divided in three angular segments and for each segment two neighbour BSs are reserved for handover. MS will measure its distance from the reserved BSs at fixed time intervals and the handover of connection will be performed to the nearest BS when the handover will be required. Our simulation results show the effectiveness of our proposed scheme in practical field.","PeriodicalId":319467,"journal":{"name":"2012 International Conference on Communication, Information & Computing Technology (ICCICT)","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130460519","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An efficient algorithm for irregular Low density Parity Check code with reduced computational complexity and error floor","authors":"D. Rathod, R. Awale","doi":"10.1109/ICCICT.2012.6398190","DOIUrl":"https://doi.org/10.1109/ICCICT.2012.6398190","url":null,"abstract":"Low-density Parity check codes (LDPC) are gaining interest for high data rate application in both terrestrial and spatial communications which requires low bit error rate. This paper proposes an algorithm through which the best parity check matrix is obtained for irregular low density parity check codes, which reduces the Bit Error Rate ,Frame Error Rate and computational complexity. Tanner graph also called a bipartite graph format in an Low Density Parity Check (LDPC) code design contains many short cycles; it will produce a computational complexity in a code design process and it degrades the code performance. To overcome this effect, we proposed an new algorithm which obtains a best final parity check matrix. Throughout the paper we will give the detailed description of an efficient algorithm proposed. The complexity is studied graphically and analytically. Using proposed algorithm, cycles of length four observed in corresponding matrix are removed. Each matrix is evaluated over a noisy Additive White Gaussian Noise (AWGN) channel. Bit Error rate and Frame error rate is calculated. The results are compared with randomly generated best parity check matrix. Simulation results shows that proposed method successfully overcomes the computational complexity and meets the near Shannon limit.","PeriodicalId":319467,"journal":{"name":"2012 International Conference on Communication, Information & Computing Technology (ICCICT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130305616","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Radon transform based uniform and non-uniform motion blur parameter estimation","authors":"A. Deshpande, S. Patnaik","doi":"10.1109/ICCICT.2012.6398125","DOIUrl":"https://doi.org/10.1109/ICCICT.2012.6398125","url":null,"abstract":"Restoration of a single degraded image from uniform velocity motion blurring is recently being studied in number of machine vision based applications including astronomy, medical imaging, consumer level photography, microscopy etc. Identification of motion blur parameters from single blurred image is truly an ill-posed problem, as there results multiple solutions in terms of estimated blur kernel and blurred image combinations, amongst which actual combination is hardly any, that will result into a faithful quality of restored image. The quality of restoration is also highly dependent on the accuracy of point spread function (PSF) kernel estimation. In this paper, we present a Radon transform based motion blur parameter estimation method under both spatial-invariant and variant blur consideration. The experiments performed on simulated motion blurred images show that taking Radon transform of the spectral gradients of blurred images improve estimation accuracy even in presence of noise. Compared with already existing Radon transform based PSF estimation schemes, our method successfully performs PSF estimation even for typical non-uniform motion blurred imagery.","PeriodicalId":319467,"journal":{"name":"2012 International Conference on Communication, Information & Computing Technology (ICCICT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130864047","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Simulation and performance evaluation of GSM propagation channel under the urban, suburban and rural environments","authors":"V. D. Nimavat, G. R. Kulkarni","doi":"10.1109/ICCICT.2012.6398137","DOIUrl":"https://doi.org/10.1109/ICCICT.2012.6398137","url":null,"abstract":"Nowadays the Global System for Mobile Communication (originally from Groupe Special Mobile)-GSM technology becomes popular. GSM has potential success in its line-of-sight (LOS) and non line-of-sight (NLOS) conditions which operating in the 900 MHz or 1800 MHz bands. There are going to be a surge all over the world for the deployment of GSM networks. Estimation of path loss is very important in initial deployment of wireless network and cell planning. Numerous path loss (PL) models (e.g. Okumura Model, Hata Model) are available to predict the propagation loss. In this paper we compare and analyze five path loss models (i.e. COST 231 Hata model, SUI model, Ericsson model and COST 231 Walfish-Ikegami model) in different receiver antenna heights in urban, suburban and rural environments in NLOS condition. Our main concentration in this paper is to find out a suitable model for different environments to provide guidelines for cell planning of GSM Network at cellular frequency of 900 MHz.","PeriodicalId":319467,"journal":{"name":"2012 International Conference on Communication, Information & Computing Technology (ICCICT)","volume":"231 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115501087","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Real-time implementation of an adaptive channel coding system using Reed-Solomon codes","authors":"Vinny Gala, H. Nishar, H. Dave, Y. S. Rao","doi":"10.1109/ICCICT.2012.6398122","DOIUrl":"https://doi.org/10.1109/ICCICT.2012.6398122","url":null,"abstract":"Adaptation is a primary issue for achieving efficient bandwidth utilization in wireless communication systems because of dynamic fluctuations in channel conditions. This paper details the implementation of an adaptive channel coding and modulation system using Reed Solomon (RS) codes. RS codes are non-binary error correcting codes that are capable of correcting burst and random errors. This paper investigates the effects of an Additive White Gaussian Noise (AWGN) channel on the performance of RS coding methods for different errors correction capability. Relation among BER for different code rates and the performance of RS codes for various modulation schemes is analysed. Based on the obtained analytical results, an adaptive channel coding scheme is designed. Simulation and analysis of the proposed system is done on MATLAB with real time implementation on TMS320C6713 digital signal processing (DSP) Kit.","PeriodicalId":319467,"journal":{"name":"2012 International Conference on Communication, Information & Computing Technology (ICCICT)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121991555","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}
Pankaj K. Gakare, Abhilasha M. Patel, Jignesh R. Vaghela, R. Awale
{"title":"Real time feature extraction of ECG signal on android platform","authors":"Pankaj K. Gakare, Abhilasha M. Patel, Jignesh R. Vaghela, R. Awale","doi":"10.1109/ICCICT.2012.6398230","DOIUrl":"https://doi.org/10.1109/ICCICT.2012.6398230","url":null,"abstract":"Ambulatory cardiac monitoring has become an important scenario nowadays as a standard preventive cardiological procedure for detection of cardiac abnormalities. In the proposed system it is achieved with the Android smart phone. Heart rate variability (HRV) analysis is well known to give information about the autonomic heart rate modulation mechanism. In order to avoid erroneous conclusions, it is of utmost importance that only sinus rhythms are present in the cardiogram. Therefore, preprocessing of the RR interval time series is necessary. This paper presents an advanced automated algorithm to preprocess RR intervals obtained from a normal ECG. Validation of this algorithm was performed on recorded ECG signals by holter recorder and MIT-BIH database. The proposed algorithm therefore restricts the manual data check to the absolute minimum and allows a reliable HRV analysis.","PeriodicalId":319467,"journal":{"name":"2012 International Conference on Communication, Information & Computing Technology (ICCICT)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115252555","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Satellite positioning simulation system","authors":"P. Pisolkar, S. Parmar, C. Poojari, D. Kalbande","doi":"10.1109/ICCICT.2012.6398141","DOIUrl":"https://doi.org/10.1109/ICCICT.2012.6398141","url":null,"abstract":"A bangbang controller (on off controller), also known as a hysteresis controller, is a feedback controller that switches abruptly between two states. These controllers may be realized in terms of any element that provides hysteresis. They are often used to control a plant that accepts a binary input. With recent development of the space science and technology, higher requirements such as accuracy, robustness and disturbance rejection ability in satellite attitude control system have leaded to the more promising intelligent control methods. In order implement this artificial neural networks are a growing trend. A neural scheme of bang bang controller [1] is efficient in solving satellite orientation problems and also continuous updation of error. In control systems Fuzzy Inference Systems are used for loop control and to obtain desired output.","PeriodicalId":319467,"journal":{"name":"2012 International Conference on Communication, Information & Computing Technology (ICCICT)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115910031","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}
A. Tripathy, Nilakshi Joshi, Steffy Thomas, Shweta U. Shetty, Namitha Thomas
{"title":"VEDD- a visual wrapper for extraction of data using DOM tree","authors":"A. Tripathy, Nilakshi Joshi, Steffy Thomas, Shweta U. Shetty, Namitha Thomas","doi":"10.1109/ICCICT.2012.6398114","DOIUrl":"https://doi.org/10.1109/ICCICT.2012.6398114","url":null,"abstract":"The World Wide Web plays an important role while searching for information in the data network. Users are constantly exposed to an ever-growing flood of information. A wrapper is an application which helps in searching for Search Results Records (SSR) from multiple search engines. This helps in making the search more efficient and reliable. VEDD wrapper extracts the relevant SRRs from three search engines by filtering out the noisy and redundant records. Finally the unique set of records is displayed in a common VEDD search result page. The extraction is performed using the concepts of Document Object Model (DOM) tree. The paper presents a series of data filters to detect and remove irrelevant data from the web page. The data filters will also be used to further improve the similarity check of data records. Also, visual cues from the underlying browser rendering engine is made use to locate and extract the relevant data region from the deep web by the keyword matching technique.","PeriodicalId":319467,"journal":{"name":"2012 International Conference on Communication, Information & Computing Technology (ICCICT)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122195100","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}