82 research outputs found
A Framework for Designing MIMO systems with Decision Feedback Equalization or Tomlinson-Harashima Precoding
We consider joint transceiver design for general Multiple-Input
Multiple-Output communication systems that implement interference
(pre-)subtraction, such as those based on Decision Feedback Equalization (DFE)
or Tomlinson-Harashima precoding (THP). We develop a unified framework for
joint transceiver design by considering design criteria that are expressed as
functions of the Mean Square Error (MSE) of the individual data streams. By
deriving two inequalities that involve the logarithms of the individual MSEs,
we obtain optimal designs for two classes of communication objectives, namely
those that are Schur-convex and Schur-concave functions of these logarithms.
For Schur-convex objectives, the optimal design results in data streams with
equal MSEs. This design simultaneously minimizes the total MSE and maximizes
the mutual information for the DFE-based model. For Schur-concave objectives,
the optimal DFE design results in linear equalization and the optimal THP
design results in linear precoding. The proposed framework embraces a wide
range of design objectives and can be regarded as a counterpart of the existing
framework of linear transceiver design.Comment: To appear in ICASSP 200
Tomlinson-Harashima Precoding Based Transceiver Design for MIMO Relay Systems With Channel Covariance Information
In this paper, we investigate the performance of the Tomlinson-Harashima (TH) precoder based nonlinear transceiver design for a nonregenerative multiple-input multiple-output (MIMO) relay system assuming that the full channel state information (CSI) of the source-relay link is known, while only the channel covariance information (CCI) of the relay-destination link is available at the relay node. We first derive the structure of the optimal TH precoding matrix and the source precoding matrix that minimize the mean-squared error (MSE) of the signal waveform estimation at the destination. Then we develop an iterative algorithm to optimize the relay precoding matrix. To reduce the computational complexity of the iterative algorithm, we propose a simplified precoding matrices design scheme. Numerical results show that the proposed precoding matrices design schemes have a better bit-error-rate performance than existing algorithms
Joint optimization of transceivers with fractionally spaced equalizers
In this paper we propose a method for joint optimization of transceivers with fractionally spaced equalization (FSE). We use the effective single-input multiple-output (SIMO) model for the fractionally spaced receiver. Since the FSE is used at the receiver, the optimized precoding scheme should be changed correspondingly. Simulation shows that the proposed method demonstrates remarkable improvement for jointly optimal linear transceivers as well as transceivers with decision feedback
Robust Transceiver with Tomlinson-Harashima Precoding for Amplify-and-Forward MIMO Relaying Systems
In this paper, robust transceiver design with Tomlinson-Harashima precoding
(THP) for multi-hop amplify-and-forward (AF) multiple-input multiple-output
(MIMO) relaying systems is investigated. At source node, THP is adopted to
mitigate the spatial intersymbol interference. However, due to its nonlinear
nature, THP is very sensitive to channel estimation errors. In order to reduce
the effects of channel estimation errors, a joint Bayesian robust design of THP
at source, linear forwarding matrices at relays and linear equalizer at
destination is proposed. With novel applications of elegant characteristics of
multiplicative convexity and matrix-monotone functions, the optimal structure
of the nonlinear transceiver is first derived. Based on the derived structure,
the transceiver design problem reduces to a much simpler one with only scalar
variables which can be efficiently solved. Finally, the performance advantage
of the proposed robust design over non-robust design is demonstrated by
simulation results.Comment: IEEE Journal on Selected Areas in Communications - Special Issue on
Theories and Methods for Advanced Wireless Relays The final version and
several typos have been correcte
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