학술논문

Training-Based MIMO Systems—Part I: Performance Comparison
Document Type
Periodical
Source
IEEE Transactions on Signal Processing IEEE Trans. Signal Process. Signal Processing, IEEE Transactions on. 55(11):5464-5476 Nov, 2007
Subject
Signal Processing and Analysis
Communication, Networking and Broadcast Technologies
Computing and Processing
MIMO
Channel estimation
Mutual information
Estimation error
Wireless communication
Bit error rate
Watermarking
Receiving antennas
Bandwidth
Capacity
channel estimation
multiple-input multiple-output (MIMO)
performance bounds
superimposed pilots
training
wireless communications
Language
ISSN
1053-587X
1941-0476
Abstract
In this paper, we make a performance comparison between two different training-based schemes for multiple-input multiple-output (MIMO) channel estimation. The two schemes are the conventional time-multiplexed pilot (CP) scheme and the more recently suggested superimposed pilot (SIP) scheme. Unlike previous comparisons found in the literature, which are mostly based on estimation error performances, the performance comparison in this paper is made by deriving and comparing the maximum data rate (or rather a tight lower bound on the maximum mutual information) achieved by each scheme. By using the maximum mutual information criterion, for each training scheme, we can optimally allocate the time and power spent on transmission of training and data sequences. Once the system parameters (time and power) are tuned to give optimal performance, we can compare their respective maximum data rate. The theory is applied to a blockwise flat-fading MIMO channel, and it is found that in certain scenarios (such as many receive antennas and/or short channel coherence times), it is beneficial to use the SIP. In other scenarios, the SIP scheme suffers from a higher estimation error, and its gain over the CP scheme is often lost.