System Level Modeling and Optimization of the LTE Downlink
System Level Modeling and Optimization of the LTE Downlink
System Level Modeling and Optimization of the LTE Downlink
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1. Motivation <strong>and</strong> Scope <strong>of</strong> Work1. Motivation <strong>and</strong> Scope <strong>of</strong> WorkInternet traffic has, since 1997, been more than doubling yearly, with an estimated1.3 exabyte 1 /month <strong>of</strong> Internet traffic as <strong>of</strong> Dec. 2012 [1]. As users increasinglyturn to mobile broadb<strong>and</strong>, wireless cellular networks have been steadily evolvingfrom being voice-traffic-driven to <strong>the</strong> actual situation, where mobile traffic representsmore than four times that <strong>of</strong> voice traffic, as seen in Figure 1.1 (left). Although notgrowing at <strong>the</strong> same pace as overall traffic, mobile traffic is expected to grow tenfoldby 2017, compared to 2012 results [2]. Comparing <strong>the</strong> growth in mobile traffic to<strong>the</strong> number <strong>of</strong> reported active sites, shown in Figure 1.1 (right) [3], it is clear thatmost <strong>of</strong> <strong>the</strong> growth has not been achieved by an increased number <strong>of</strong> sites but by acontinuous improvement <strong>of</strong> <strong>the</strong> st<strong>and</strong>ards in use.UL+DL monthly traffic (Petabytes)1,000Voice Data80060040020002007 2008 2009 2010 2011 2012Millions <strong>of</strong> Gigabytes in 6 months700600500400300200TrafficCell sites1002009 2010 2011 20121600140012001000800600400200Cell sites in service [thous<strong>and</strong>s]Figure 1.1: Left: Global total traffic in mobile networks, 2007-2012 [2]. Right: Total Wirelessdata traffic <strong>and</strong> cell site count, Used with <strong>the</strong> permission <strong>of</strong> CTIA-The WirelessAssociation® [3].1 1 exabyte = 10 18 byte1