Title :
Low-complexity energy efficiency maximization protocol for MIMO-OFDM systems
Author :
Eraslan, Eren ; Daneshrad, B.
Author_Institution :
Electr. Eng. Dept., Univ. of California, Los Angeles, Los Angeles, CA, USA
Abstract :
We present a low-complexity link adaptation protocol for maximizing energy efficiency (EE) of MIMO-OFDM systems. We prove that the energy efficiency is a single-peaked quasiconcave function of transmit power and develop an iterative algorithm to find near-optimal transmit power. We further prune the search space by analyzing the singular values of the channel. The resulting link adaptation protocol achieves orders of magnitude reduction in complexity compared to the brute force search method without noticeably sacrificing the performance.
Keywords :
MIMO communication; OFDM modulation; iterative methods; protocols; search problems; singular value decomposition; MIMO-OFDM systems; energy efficiency; iterative algorithm; low-complexity link adaptation protocol; near-optimal transmit power; search space pruning; single-peaked quasiconcave function; singular values; Bandwidth; Energy efficiency; Phase shift keying;
Conference_Titel :
Global Communications Conference (GLOBECOM), 2013 IEEE
Conference_Location :
Atlanta, GA
DOI :
10.1109/GLOCOM.2013.6831447