Title :
Asymptotic Ergodic Capacity Analysis for MIMO Amplify-and-Forward Relay Networks
Author :
Lee, Kyoung-Jae ; Kim, Jin-Sung ; Caire, Giuseppe ; Lee, Inkyu
Author_Institution :
Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
fDate :
9/1/2010 12:00:00 AM
Abstract :
In this letter, we analyze asymptotic ergodic capacity of MIMO amplify-and-forward (AF) relaying systems which employ linear processing at the relay. By exploiting the asymptotic results for eigenvalue distributions, we derive the ergodic capacity in various asymptotic antenna regimes as a closed-form expression with arbitrary system parameters. The analyzed results demonstrate that increasing the number of source antennas causes the capacity shrink phenomenon which is analogous to the channel hardening effect in multi-user MIMO systems. Although we assume asymptotically large antennas to obtain the closed-form expressions, simulation results show that our derived expressions are surprisingly accurate even with the moderate number of antennas, and thus can serve for analyzing practical MIMO relay networks.
Keywords :
MIMO communication; antenna arrays; eigenvalues and eigenfunctions; MIMO amplify-and-forward relay networks; arbitrary system parameters; asymptotic antenna regimes; asymptotic ergodic capacity analysis; capacity shrink phenomenon; channel hardening effect; closed-form expression; eigenvalue distributions; linear processing; Analytical models; Antenna theory; Approximation methods; Cause effect analysis; Channel state information; Closed-form solution; Decoding; Digital relays; Eigenvalues and eigenfunctions; MIMO; Relays; Simulation; Singular value decomposition; System performance; Multiple antennas; ergodic capacity; relay;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2010.071410.091701