Title :
Energy-Efficient Power Loading for a MIMO-SVD System and Its Performance in Flat Fading
Author :
Prabhu, Raghavendra S. ; Daneshrad, Babak
Author_Institution :
Dept. of Electr. Eng., Univ. of California, Los Angeles, CA, USA
Abstract :
In this paper we formulate a power loading problem for the spatial subchannels (parallel channels) of a single-carrier MIMO-SVD system. The power loading solution is designed to minimize the energy-per-goodbit (EPG) of the MIMO-SVD system. The optimum power loading obtained by solving a nonlinear fractional program, has a closed-form expression and is found by applying a water-filling procedure. It is observed that the optimum total transmit power (water level) depends not only on the MIMO channel realization, but also on the ratio of circuit power cost (which depends on the number of antennas) to transmit power cost (which depends on path loss and other factors). We study the statistical performance (using simulation) of the solution in Rayleigh and Rician flat-fading channels. Using outage EPG as a measure of performance, we determine the MIMO configuration (from a set of allowed configurations) that yields the minimum outage EPG. It is observed that the average number of spatial subchannels utilized (which indicates preference for diversity or multiplexing) depends on the ratio of circuit power cost to transmit power cost and fading type (Rayleigh or Rician). For both cases, the results show that both multiplexing and diversity obtained by MIMO systems are critical for energy efficiency.
Keywords :
MIMO communication; Rayleigh channels; Rician channels; diversity reception; multiplexing; singular value decomposition; MIMO channel; Rayleigh flat-fading channels; Rician flat-fading channels; diversity; energy-efficient power loading; energy-per-goodbit; multiplexing; nonlinear fractional program; single-carrier MIMO-SVD system; singular value decomposition; spatial subchannels; total transmit power; water-filling procedure; Multiplexing; Noise; Rayleigh channels; Resource management; Rician channels;
Conference_Titel :
Global Telecommunications Conference (GLOBECOM 2010), 2010 IEEE
Conference_Location :
Miami, FL
Print_ISBN :
978-1-4244-5636-9
Electronic_ISBN :
1930-529X
DOI :
10.1109/GLOCOM.2010.5683485