Estimation of GSM base station output power cumulative density function

Abstract If the dependence of base station output power on system parameters in a mobile network would be known, it would be possible to achieve energy savings by adjusting the output power in each channel to the current traffic demands. Since power radiated in an active channel is a random variable, so is the total output power of a base station; its calculation can be a complicated task since it involves convolution of probability density functions associated to each active channel. In this letter, we propose a simulation approach to estimate the power of active GSM connections. We apply our model to an analytically tractable scenario and show that the results match.

[1]  Zhisheng Niu,et al.  TANGO: traffic-aware network planning and green operation , 2011, IEEE Wireless Communications.

[2]  Averill M. Law,et al.  Simulation Modeling and Analysis , 1982 .

[3]  Takuji Nishimura,et al.  Mersenne twister: a 623-dimensionally equidistributed uniform pseudo-random number generator , 1998, TOMC.

[4]  Jan C. A. van der Lubbe,et al.  Basic Methods of Cryptography , 1998 .

[5]  J. O. Irwin,et al.  ON THE FREQUENCY DISTRIBUTION OF THE MEANS OF SAMPLES FROM A POPULATION HAVING ANY LAW OF FREQUENCY WITH FINITE MOMENTS, WITH SPECIAL REFERENCE TO PEARSON'S TYPE II , 1927 .

[6]  Villy Bæk Iversen,et al.  TELETRAFFIC ENGINEERING HANDBOOK , 2001 .

[7]  Hall Philip,et al.  THE DISTRIBUTION OF MEANS FOR SAMPLES OF SIZE N DRAWN FROM A POPULATION IN WHICH THE VARIATE TAKES VALUES BETWEEN 0 AND 1, ALL SUCH VALUES BEING EQUALLY PROBABLE , 1927 .

[8]  Lukas Kencl,et al.  Energy savings for cellular network with evaluation of impact on data traffic performance , 2010, 2010 European Wireless Conference (EW).

[9]  Oliver Blume,et al.  Energy savings in mobile networks based on adaptation to traffic statistics , 2010, Bell Labs Technical Journal.

[10]  Dragan Mitić,et al.  Calculation of the Mean Output Power of Base Transceiver Station in GSM , 2014 .

[11]  Gerhard Fettweis,et al.  Energy Efficiency Aspects of Base Station Deployment Strategies for Cellular Networks , 2009, 2009 IEEE 70th Vehicular Technology Conference Fall.

[12]  Zhisheng Niu,et al.  Toward dynamic energy-efficient operation of cellular network infrastructure , 2011, IEEE Communications Magazine.