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    <ns1:title language="sr">Određivanje pozicije mobilnih korisnika u javnim mobilnim sistemima korišćenjem metoda zasnovanih na support vector machine algoritmima</ns1:title>
    <ns2:subtitle language="sr">doktorska disertacija</ns2:subtitle>
    <ns2:alt_title language="en">Mobile user positioning in public land mobile networks by using methods based on support vector machines : doctoral dissertation</ns2:alt_title>
    <ns1:language>sr</ns1:language>
    <ns1:description language="sr">Tokom prethodnih godina, potreba za podrškom sve većeg broja LBS (Location
Based Services) servisa dovela je do intezivnog razvoja tehnika za pozicioniranje
mobilnih korisnika (objekata) u radio sistemima. Pri tom, zahtevi koje sistemi za
pozicioniranje treba da ispune, prvenstveno po pitanju tačnosti, ali i po pitanju
kašnjenja, dostupnosti servisa, kompleksnosti i cene implementacije, postaju sve
strožiji...</ns1:description>
    <ns1:description language="en">Over the last years, the necessity of providing the support for various Location
Based Services (LBS) has led to the intensive development of the techniques for mobile
user (objects) positioning in radio systems. At the same time, the requirements that need
to be fulfilled by the positioning technique in terms of accuracy, latency, availability,
complexity and implementation costs, are getting higher...</ns1:description>
    <ns1:description language="sr">Tehničke nauke, elektrotehnika - telekomunikacije / Technical sciences, electrical engineering - telecommunications  
Datum odbrane: 18.09.2018. </ns1:description>
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    <ns1:keyword language="en">Public Land Mobile Networks (PLMN), positioning techniques,machine learning, Support Vector Machines, fingerprinting, space-partitioning, signallevels from PLMN base stations, relevant radio sources for positioning</ns1:keyword>
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        <ns3:firstname> Majda, 1986- </ns3:firstname>
        <ns3:lastname>Petrić</ns3:lastname>
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        <ns3:firstname> Aleksandar. </ns3:firstname>
        <ns3:lastname>Nešković</ns3:lastname>
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        <ns3:firstname> Mirjana. </ns3:firstname>
        <ns3:lastname>Simić Pejović</ns3:lastname>
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        <ns3:firstname> Nikola. </ns3:firstname>
        <ns3:lastname>Tomašević</ns3:lastname>
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        <ns3:firstname> Željko, 1964- </ns3:firstname>
        <ns3:lastname>Đurović</ns3:lastname>
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      <ns1:date>2018</ns1:date>
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    <ns7:keyword language="sr" seq="0">Javni mobilni sistemi, tehnike pozicioniranja, mašinsko učenje,Support Vector Machines, fingerprinting, segmentacija prostora, nivo signala baznihstanica javnih mobilnih sistema, relevantni izvori radio signala za pozicioniranje.</ns7:keyword>
    <ns7:keyword language="en" seq="1">Public Land Mobile Networks (PLMN), positioning techniques,machine learning, Support Vector Machines, fingerprinting, space-partitioning, signallevels from PLMN base stations, relevant radio sources for positioning</ns7:keyword>
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