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    The effect of irradiating photon on biological qualities of Artemia/Artemia cysts

    , M.Sc. Thesis Sharif University of Technology Sajadpoor, Maryam (Author) ; Sadighi Bonabi, Rasoul (Supervisor) ; Ghaeni, Mansooreh (Co-Advisor)
    Abstract
    Artemia is a small crustacean which has adapted to live in high salty water.The name of Artemia has been chosen according to its appearance. The adult Artemia is viviparous in the proper conditions whereas in tough conditions it reproduces the cysts. About 20 hours after the floating of cysts in water, its crust splits and after a while nauplii is produced by the free swimming. The changes of the hatching percentage of cysts Artemia and also the changes of Artemia Urmiana's size have been evaluated in this report.
    The hatching percentage of cysts have been studied under LED radiation of red, orange, green and blue wavelengths, under red diode laser radiation and also under the... 

    Pathology Analysis and Multi-Class Discrimination for Laryngeal Disorders

    , M.Sc. Thesis Sharif University of Technology Pakravan, Mansooreh (Author) ; Jahed, Mehran (Supervisor)
    Abstract
    Ability to speak lucidly plays a key role in social relations. Consequently the role of larynx is quite important and timely diagnosis of laryngeal diseases has proved to be crucial. Since conventional diagnostic methods of the larynx are usually expensive or bothersome, the aim of this project is to analyze and classify diseases of the larynx with the aid of signal processing which tend to be faster and easier to implement and quite economical. This study utilizes the vowel sound /a/ and a well referenced database, namely MEEI (Massachusetts Eye and Ear Infirmary) which includes 53 normal and 213 abnormal voices in 7 classified diseases. In this work, using existing signal modeling and... 

    Rendezvous Algorithms for Cognitive Radio Networks

    , M.Sc. Thesis Sharif University of Technology Tahernia, Mehrdad (Author) ; Pakravan, Mohammadreza (Supervisor)
    Abstract
    In the present thesis we will design and study some rendezvous algorithms for cognitive radio networks. In cognitive radio networks, secondary users try to access the spectrum of primary users in an opportunistic manner. Each secondary user constructs a channel list of accessible resources by channel sensing. These resources are not necessarily the same for different users; therefore, in order to make a connection in absence of a fixed control channel, different secondary users should find each other properly and quickly after entering the network. This is known as the blind rendezvous problem. We will develop and examine a new sequence based algorithm for blind rendezvous. Moreover, some... 

    Significant pathological voice discrimination by computing posterior distribution of balanced accuracy

    , Article Biomedical Signal Processing and Control ; Volume 73 , 2022 ; 17468094 (ISSN) Pakravan, M ; Jahed, M ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    The ability to speak lucidly plays a key role in social relations. Consequently, the role of the larynx is quite important, and timely diagnosis of laryngeal diseases has proved to be crucial. In this study, a simple computational model for inverse of speech production model is employed to extract the glottal waveform using speech signal. This waveform has useful information about vocal folds performance in terms of providing evidence for distinguishing pathological disorders. Furthermore, obtaining the significance of classification results is important, because it leads to reliable inferences. This study utilizes the sustained vowel sound /a/ and a well-referenced database, namely MEEI. In... 

    Improving Resource Allocation in Self Organized Networks

    , M.Sc. Thesis Sharif University of Technology Aghababaiyan, Keyvan (Author) ; Pakravan, Mohammad Reza (Supervisor)
    Abstract
    Recently studies have shown that about 50% to 70% of voice calls and other traffics are used in indoors by users. Due to the growing need to increase the rate of communication networks and macrocells resource constraints in providing this need, the idea of using femtocells was proposed. These cells transmite traffics via IP network to the operator. This would reduce the load of macrocells and thereby increase the rate of network users. So the idea of using femtocells inside macrocells was introduced. In addition to increasing the rate of network, the other advantages of using femtocells are lower cost, lower power consumption and better user channel condition. The important challenge of... 

    Design and Quality of Service Improvement in Optical Code Division Multiple Access Networks

    , M.Sc. Thesis Sharif University of Technology Hadi, Mohammad (Author) ; Pakravan, Mohammad Reza (Supervisor)
    Abstract
    Considering the advantages of optical communications and code division multiple access technique, Optical Code Division Multiple Access Networks (OCDMANs) was introduced. Thence, many researchers have suggested methods for creating Quality of Service (QoS) differentiated classes in OCDMANs. In this thesis, we have comprehensive review on the QoS assignment methods and enhance them by offering new techniques. In physical layer, we concentrate on variable chip rate OCDMANs and in MAC sub-layer, a new algorithm named Adaptive Level Control (ALC) is introduced. Then, we focus on the physical design of OCDMANs. Firstly, we solve the problem of one-class OCDMAN and introduce few simple and... 

    Indoor wireless infrared channel characterization by measurements

    , Article IEEE Transactions on Vehicular Technology ; Volume 50, Issue 4 , July , 2001 , pp. 1053-1073 ; 0018-9545 Pakravan, M. R ; Kavehrad, M ; Sharif University of Technology
    2001
    Abstract
    Use of infrared light for indoor wireless communications has received considerable attention recently. In this paper, we present results obtained from a large set of measurements performed at the University of Ottawa. We investigate impacts of receiver rotation and shadowing on the properties of indoor infrared channels. This paper contains a description of a measurement system developed and used throughout the experiments. Measurement results are used to find and present methods to estimate variations of channel path loss for small changes in the receiver direction, using statistical techniques. This would be useful for generating samples of channel path loss for system performance... 

    Design considerations for broadband indoor infrared wireless communications systems

    , Article International Journal of Wireless Information Networks ; Volume 2, Issue 4 , October , 1995 , pp 223-238 ; 1572-8129 Pakravan, M. R ; Kavehrad, M ; Sharif University of Technology
    1995
    Abstract
    Recently there has been a growing interest in using infrared light for broadband indoor wireless communications. There are two major limitations for establishing a wideband infrared communications link. The first and most important limit is the power requirements of such a link. The second important impairment is the intersymbol interference caused by multipath dispersion. In this paper we address the issue of designing an optimized transmission system to provide the best power efficiency for an infrared link. Important parameters that should be considered for this design and some examples of efficient link designs are discussed. The suggested designs can improve the power efficiency of an... 

    Analysis of nanoparticles migration on natural convective heat transfer of nanofluids

    , Article International Journal of Thermal Sciences ; Volume 68 , June , 2013 , Pages 79-93 ; 12900729 (ISSN) Pakravan, H. A ; Yaghoubi, M ; Sharif University of Technology
    2013
    Abstract
    Both experimental and numerical studies are unanimous for enhancing Nusselt number for forced convection of nanofluids with slight difference, but there is inconsistency for natural convection heat transfer of nanofluids. In this paper attempt is made to study the effects of nanoparticles migration on the natural convection behavior of nanofluids. For analysis, a mixture model is used by including important phenomena such as Brownian motion and thermophoresis effects. These two mechanisms are taken into account to compute the slip velocities between the base fluid and nanoparticles. The governing equations are solved numerically and good agreements are observed in comparison with... 

    Analysis & Improvement of Handover Process in Wireless Heterogeneous Networks

    , M.Sc. Thesis Sharif University of Technology Bazrafkan, Armin (Author) ; Pakravan, Mohammad Reza (Supervisor)
    Abstract
    Wireless technology is growing rapidly. We have seen the evolution of these networks from first to fourth generation. Along with this growth, number of users needing wireless data services supporting real-time multimedia applications with high quality of service is growing annually. The challenge is to have the best connection anytime anywhere. Radio access technologies (RATs) consist of different types. Each RAT has its own technological characteristics. Operators constantly are seeking to increase their subscribers by providing high quality services so they can earn more profit. On the other hand users try to have a better experience from provided data services according to their... 

    Extraction and automatic grouping of joint and individual sources in multi-subject fMRI data using higher order cumulants

    , Article IEEE Journal of Biomedical and Health Informatics ; 24 May , 2018 ; 21682194 (ISSN) Pakravan, M ; Shamsollahi, M. B ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2018
    Abstract
    The joint analysis of multiple datasets to extract their interdependency information has wide applications in biomedical and health informatics. In this paper, we propose an algorithm to extract joint and individual sources of multi-subject datasets by using a deflation based procedure, which is referred to as joint/individual thin independent component analysis (JI-ThICA). The proposed algorithm is based on two cost functions utilizing higher order cumulants to extract joint and individual sources. Joint sources are discriminated by fusing signals of all subjects, whereas individual sources are extracted separately for each subject. Furthermore, JI-ThICA algorithm estimates the number of... 

    Extraction and automatic grouping of joint and individual sources in multisubject fMRI data using higher order cumulants

    , Article IEEE Journal of Biomedical and Health Informatics ; Volume 23, Issue 2 , 2019 , Pages 744-757 ; 21682194 (ISSN) Pakravan, M ; Shamsollahi, M. B ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2019
    Abstract
    The joint analysis of multiple data sets to extract their interdependency information has wide applications in biomedical and health informatics. In this paper, we propose an algorithm to extract joint and individual sources of multisubject data sets by using a deflation-based procedure, which is referred to as joint/individual thin independent component analysis (JI-ThICA). The proposed algorithm is based on two cost functions utilizing higher order cumulants to extract joint and individual sources. Joint sources are discriminated by fusing signals of all subjects, whereas individual sources are extracted separately for each subject. Furthermore, JI-ThICA algorithm estimates the number of... 

    Joint, partially-joint, and individual independent component analysis in multi-subject fMRI data

    , Article IEEE Transactions on Biomedical Engineering ; Volume 67, Issue 7 , 2020 , Pages 1969-1981 Pakravan, M ; Shamsollahi, M. B ; Sharif University of Technology
    IEEE Computer Society  2020
    Abstract
    Objective: Joint analysis of multi-subject brain imaging datasets has wide applications in biomedical engineering. In these datasets, some sources belong to all subjects (joint), a subset of subjects (partially-joint), or a single subject (individual). In this paper, this source model is referred to as joint/partially-joint/individual multiple datasets unidimensional (JpJI-MDU), and accordingly, a source extraction method is developed. Method: We present a deflation-based algorithm utilizing higher order cumulants to analyze the JpJI-MDU source model. The algorithm maximizes a cost function which leads to an eigenvalue problem solved with thin-SVD (singular value decomposition)... 

    Spatial and temporal joint, partially-joint and individual sources in independent component analysis: Application to social brain fMRI dataset

    , Article Journal of Neuroscience Methods ; Volume 329 , 2020 Pakravan, M ; Shamsollahi, M. B ; Sharif University of Technology
    Elsevier B.V  2020
    Abstract
    absectionBackground Three types of sources can be considered in the analysis of multi-subject datasets: (i) joint sources which are common among all subjects, (ii) partially-joint sources which are common only among a subset of subjects, and (iii) individual sources which belong to each subject and represent the specific conditions of that subject. Extracting spatial and temporal joint, partially-joint, and individual sources of multi-subject datasets is of significant importance to analyze common and cross information of multiple subjects. New method: We present a new framework to extract these three types of spatial and temporal sources in multi-subject functional magnetic resonance... 

    Multi-user opportunistic spectrum access with channel impairments [electronic resource]

    , Article AEU - International Journal of Electronics and Communications ; Volume 67, Issue 11, November 2013, Pages 955–966 Majd, A. (Sayyed Arash) ; Salehkalybar, S ; Pakravan, M. R ; Sharif University of Technology
    Abstract
    In this paper, we study the impact of sensing error and channel fading on the decision process of a multiple secondary user network in a primary network whose channel occupancy states are modelled as a Bernoulli process. We present a randomized access strategy to maximize total secondary network throughput. The proposed method guarantees that the probability of collision between primary and secondary users in each channel is less than the predefined value of Pc = ξ. To find the optimal access strategy, we formulate secondary network throughput as an optimization problem. Then, using the KKT method to find the solution, we break the original problem into multiple sub-problems. Then, we employ... 

    A misbehavior‐tolerant multipath routing protocol for wireless Ad hoc networks [electronic resource]

    , Article International Journal of Research in Wireless Systems (IJRWS) ; Vol. 2, Issue 9, pp. , Sep. 2013 Sedghi, H. (Haniyeh) ; Pakravan, Mohammad Reza ; Aref, Mohammad Reza ; Sharif University of Technology
    Abstract
    Secure routing is a major key to service maintenance in ad hoc networks. Ad hoc nature exposes the network to several types of node misbehavior or attacks. As a result of the resource limitations in such networks nodes may have a tendency to behave selfishly. Selfish behavior can have drastic impacts on network performance. We have proposed a Misbehavior-Tolerant Multipath Routing protocol (MTMR) which detects and punishes all types of misbehavior such as selfish behavior, wormhole, sinkhole and grey-hole attacks. The protocol utilizes a proactive approach to enforce cooperation. In addition, it uses a novel data redirection method to mitigate the impact of node misbehavior on network... 

    Distributed Cross-layer Optimization in Wireless Sensor Networks

    , M.Sc. Thesis Sharif University of Technology Mirghasemi, Hamed (Author) ; Pakravan, Mohammad Reza (Supervisor)
    Abstract
    In this thesis, our aim was to assess the resource allocation problem in wireless sensor netowroks and to optimize network utility and lifetime. To achieve these aims, it is nesseccary to solve resource allocation problem through optimization methods. Since the central methods need a central node to manage resource allocation, they can not be implemented in sensor networks because the nodes neighbors to this central node drain energy very quickly. Also, since central methods require transmission of all information about network topology to this central node, every change in network topology result in transmission of new network topology informations and therefore, overload for frequent... 

    Error Rate Analysis and Power Allocation for Cooperative Networks with Imperfect Channel State Information

    , M.Sc. Thesis Sharif University of Technology Razavi, Ali (Author) ; Pakravan, Mohammad Reza (Supervisor)
    Abstract
    Recently, cooperative communications have gained much interest due to its ability to mitigate fading in wireless networks through achieving spatial diversity while resolving the difficulties of installing multiple antennas on small communication terminals. There have been considerable research efforts on the performance analysis of cooperative diversity. This is while most of the current works assume that perfect knowledge of the channel information is available at the destination and/or relay terminals. However, in many practical scenarios, due to the errors caused by Doppler shift or noise on the pilot signals the perfect estimation of channel coefficients is not possible. In this thesis,... 

    Cross layer Design in Cognitive Radio Networks

    , Ph.D. Dissertation Sharif University of Technology Majd, Arash (Author) ; Pakravan, Mohammad Reza (Supervisor)
    Abstract
    In this thesis, the challenges of the PHY and MAC layers in cognitive radio networks are discussed and a plan which considers the cross layer concept between them is presented.In the first part of the thesis, a brief survey on various spectrum sensing techniques is presented. A detector which can improve the network performance is introduced and based on this detector, the important problem of trade-off between spectrum sensing period and the network throughput is considered. For this purpose, first of all, the truncated SPRT detector is presented and for low SNRs the optimal truncation time which leads to maximum network throughput is obtained. In the second part of the thesis,the... 

    Analysis and Improvement of Content Distribution Algorithms in
    Opportunistic Networks

    , M.Sc. Thesis Sharif University of Technology Zehni, Mona (Author) ; Pakravan, Mohammad Reza (Supervisor)
    Abstract
    Ever growing users’ demand for higher mobile data traffic and a rise in the number of communicating devices in the network oblige operators to design novel schemes in order to respond to users’ requirements. The limited available frequency spectrum cannot handle this increased data traffic demand in cellular networks. It is estimated that by 2020 the amount of traffic in mobile networks, grows ten times more than mobile traffic in 2014. Data offloading is an existing approach that enables operators to support users’ demands. In this approach, in addition to utilizing Wi-Fi technology as a means to transfer data as well as conventional cellular communications, opportunistic communications...