مرکز منطقه ای اطلاع رسانی علوم و فناوریJournal of Information Systems and Telecommunication (JIST) 2322-1437132013922Pose-Invariant Eye Gaze Estimation Using Geometrical Features of Iris and Pupil ImagesPose-Invariant Eye Gaze Estimation Using Geometrical Features of Iris and Pupil Images11010.7508/jist.2013.03.001enMohammad RezaMohammadiAmirkabirAbolghasem AsadollahRaieAmirkabir20141021In the cases of severe paralysis in which the ability to control the body movements of a person is limited to the muscles around the eyes, eye movements or blinks are the only way for the person to communicate. Interfaces that assist in such communications often require special hardware or reliance on active infrared illumination. In this paper, we propose a non-intrusive algorithm for eye gaze estimation that works with video input from an inexpensive camera and without special lighting. The main contribution of this paper is proposing a new geometrical model for eye region that only requires the image of one iris for gaze estimation. Essential parameters for this system are the best fitted ellipse of the iris and the pupil center. The algorithms used for both iris ellipse fitting and pupil center localization pose no pre-assumptions on the head pose. All in all, the achievement of this paper is the robustness of the proposed system to the head pose variations. The performance of the method has been evaluated on both synthetic and real images leading to errors of 2.12 and 3.48 degrees, respectively.

http://jist.ir/ar/Article/Download/14824

مرکز منطقه ای اطلاع رسانی علوم و فناوریJournal of Information Systems and Telecommunication (JIST) 2322-1437132013922Cyclic Correlation-Based Cooperative Detection for OFDM-Based Primary UsersCyclic Correlation-Based Cooperative Detection for OFDM-Based Primary Users11010.7508/jist.2013.03.002enHamedSadeghiTarbiat Modaresپائیزعزمی20141021This paper develops a new robust cyclostationary detection technique for spectrum sensing of OFDM-based primary users (PUs). To do so, an asymptotically constant false alarm rate (CFAR) multi-cycle detector is proposed and its statistical behavior under null hypothesis is investigated. Furthermore, to achieve higher detection capability, a soft decision fusion rule for performing cooperative spectrum sensing (CSS) in secondary networks is established. The proposed CSS scheme aims to maximize the deflection criterion at the fusion center (FC), while the reporting channels are under Rayleigh fading. In order to be able to evaluate the performance of the cooperative detector, some analytic threshold approximation methods are provided for the cases where the FC has direct sensing capability or not. Through numerical simulations, the proposed local and CSS schemes are shown to significantly enhance CR network performance in terms of detection probability metric.

http://jist.ir/ar/Article/Download/14825

مرکز منطقه ای اطلاع رسانی علوم و فناوریJournal of Information Systems and Telecommunication (JIST) 2322-1437132013922A New Cooperative Approach for Cognitive Radio Networks with Correlated Wireless ChannelsA New Cooperative Approach for Cognitive Radio Networks with Correlated Wireless Channels11010.7508/jist.2013.03.003enMehdi Ghamari AdianAmirkabirحسنآقایی نیا20141021An effective cooperative cognitive radio system is proposed, when the wireless channels are highly correlated. The system model consists of two multi-antenna secondary users (SU TX and SU RX), constituting the desired link and some single-antenna primary and secondary users. The objective is the maximization of the data rates of the desired SU link subject to the interference constraints on the primary users. An effective system, exploiting Transmit Beamforming (TB) at SU TX, cooperation of some single-antenna SUs and Cooperative Beamforming (CB) at them and the antenna selection at SU RX to reduce the costs associated with RF-chains at the radio front end at SU RX, is proposed. Due to the issue of MIMO channels with correlated fading, some problems arise such as inapplicability of the well-known Grassmanian Beamforming as TB scheme at SU TX. We then propose a method to overcome this problem. After formulating the problem, a novel iterative scheme is proposed to find the best TB weight vector in SU TX and best subset of antennas at SU RX, considering the correlated channel.

http://jist.ir/ar/Article/Download/14826

مرکز منطقه ای اطلاع رسانی علوم و فناوریJournal of Information Systems and Telecommunication (JIST) 2322-1437132013922Optimal Sensor Scheduling Algorithms for Distributed Sensor NetworksOptimal Sensor Scheduling Algorithms for Distributed Sensor Networks11010.7508/jist.2013.03.004enBehroozSafarinejadianShiraz University of TechnologyAbdolahRahimiShiraz University of Technology20141021In this paper, a sensor network is used to estimate the dynamic states of a system. At each time step, one (or multiple) sensors are available that can send its measured data to a central node, in which all of processing is done. We want to provide an optimal algorithm for scheduling sensor selection at every time step. Our goal is to select the appropriate sensor to reduce computations, optimize the energy consumption and enhance the network lifetime. To achieve this goal, we must reduce the error covariance. Three algorithms are used in this work: sliding window, thresholding and randomly chosen algorithms. Moreover, we will offer a new algorithm based on circular selection. Finally, a novel algorithm for selecting multiple sensors is proposed. Performance of the proposed algorithms is illustrated with numerical examples.

http://jist.ir/ar/Article/Download/14827

مرکز منطقه ای اطلاع رسانی علوم و فناوریJournal of Information Systems and Telecommunication (JIST) 2322-1437132013922Theory and Experiment of Parasitic Element Effects on Spherical Probe-Fed AntennaTheory and Experiment of Parasitic Element Effects on Spherical Probe-Fed Antenna11010.7508/jist.2013.03.005enJavadSoleiman MeiguniElectrical and Computer EngineeringManouchehrKamyab K. N. ToosiAhmadHosseinbeigK. N. Toosi20141021Theory and experiment of a spherical probe-fed conformal antenna with a parasitic element mounted on a spherical multilayer structure are presented in this paper. Rigorous mathematical Method of Moments (MoMs) for analyzing various radiating spherical structures is presented in this paper by using Dyadic Green's Functions (DGFs) in conjunction with Mixed Potential Integral Equation (MPIE) formulation. Linear Rao-Wilton-Glisson (RWG) triangular basis functions are applied in MPIE formulation. Current distributions on coaxial probe and conformal radiating elements are computed by using spatial domain Dyadic Green's Function (DGF) and its asymptotic approximation. A prototype of such an antenna is fabricated and tested. The effect of the parasitic element on the input impedance and radiation patterns of the antenna is investigated. It is shown that the antenna characteristics are improved significantly with the presence of the conducting parasitic element. Good agreement is achieved between the results obtained from the proposed methods and the measurement results.

http://jist.ir/ar/Article/Download/14828

مرکز منطقه ای اطلاع رسانی علوم و فناوریJournal of Information Systems and Telecommunication (JIST) 2322-1437132013922Ten Steps for Software Quality Rating Considering ISO/IECTen Steps for Software Quality Rating Considering ISO/IEC11010.7508/jist.2013.03.006enHassanAlizadehInformation Technology and Digital Media Developments Centre, Ministry of Culture, Tehran, Iran.BahramSadeghi BighamDepartment of Computer Science and Information Technology, Assistant Professor Institute for Advanced Studies HosseinAfsariInformation Technology and Digital Media Developments Centre, Ministry of Culture, Tehran, Iran. 20141021In software rating area, it is necessary to apply a measurement reference model to evaluate the quality of software. The standard 25030 is an example of an evaluation system which is based on stakeholders' requirements. In this study, an attempt has been made to establish a model in which all implicit and explicit requirements of stakeholders, users and policy makers have been taken into account. In addition, AHP method has been followed to weigh the indicators used in the model. The results show applicability of the model to meet the requirements of Iranian users.

http://jist.ir/ar/Article/Download/14829

مرکز منطقه ای اطلاع رسانی علوم و فناوریJournal of Information Systems and Telecommunication (JIST) 2322-1437132013922A New Method for Detecting the Number of Coherent Sources in the Presence of Colored NoiseA New Method for Detecting the Number of Coherent Sources in the Presence of Colored Noise11010.7508/jist.2013.03.007enShahriarShirvani MoghaddamFaculty of Electrical and Computer Engineering, Associate Professor Shahid Rajaee Teacher Training University, Tehran, IranSomaye Jalaei Faculty of Electrical and Computer Engineering, M.Sc. Shahid Rajaee Teacher Training University, Tehran, Iran20141021In this paper, a new method for determining the number of coherent/correlated signals in the presence of colored noise is proposed which is based on the Eigen Increment Threshold (EIT) method. First, we present a new approach which combines EIT criterion and eigenvalue correction. The simulation results show that the new method estimates the number of noncoherent signals in the presence of colored noise with higher detection probability respect to MDL, AIC, EGM and conventional EIT. In addition, to apply the proposed EIT algorithm to detect the number of sources in the case of coherent and/or correlated sources, a spatial smoothing preprocessing is added. In this case, simulation results show 100% detection probability for signal to noise ratios greater than -5dB. Final version of the proposed EIT-based method is a simple and efficient way to increase the detection probability of EIT method in the presence of colored noise considering either coherent/correlated or noncoherent sources.

http://jist.ir/ar/Article/Download/14830