Title :
A Framework for MIMO Capacity Bounds Based on the Cramer-Rao Bound on the Channel Estimation Error
Author :
Svantesson, Thomas ; Rao, Bhaskar D.
Author_Institution :
ArrayComm, San Jose, CA
fDate :
Oct. 28 2005-Nov. 1 2005
Abstract :
This paper provides n framework for deriving MIMO capacity bounds that takes channel estimation error into account by using the Cramer-Rao bound (CRB). Combining the CRB with capacity analysis allows for studies of the trade-off between estimation performance and throughput. The framework is used to investigate the impact of the spatio-temporal structure found in practical channel sounding experiments. Numerical evaluations indicate that higher capacities are possible and the optimum number of training symbols and transmit antennas are different when exploiting the structure in the channel compared to previous unstructured approaches
Keywords :
MIMO systems; antenna arrays; channel capacity; channel estimation; transmitting antennas; Cramer-Rao bound; MIMO capacity bounds; capacity analysis; channel estimation error; channel sounding; spatio-temporal structure; transmit antennas; Channel capacity; Channel estimation; Channel state information; Estimation error; MIMO; Performance analysis; Receiving antennas; Throughput; Transmitters; Transmitting antennas;
Conference_Titel :
Signals, Systems and Computers, 2005. Conference Record of the Thirty-Ninth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
1-4244-0131-3
DOI :
10.1109/ACSSC.2005.1599719