Precoding with X-codes to increase capacity with discrete input alphabets

Mohammed, Saif Khan ; Viterbo, Emanuele ; Hong, Yi ; Chockalingam, Ananthanarayanan (2010) Precoding with X-codes to increase capacity with discrete input alphabets In: 2010 IEEE International Symposium on Information Theory, 13-18 June 2010, Austin, TX, USA.

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Official URL: http://ieeexplore.ieee.org/document/5513452/

Related URL: http://dx.doi.org/10.1109/ISIT.2010.5513452

Abstract

We consider Gaussian multiple-input multiple-output (MIMO) channels with discrete input alphabets. We propose a non-diagonal precoder based on X-Codes to increase the mutual information. The MIMO channel is transformed into a set of parallel subchannels using Singular Value Decomposition (SVD) and X-codes are then used to pair the subchannels. X-Codes are fully characterized by the pairings and the 2 × 2 real rotation matrices for each pair (parameterized with a single angle). This precoding structure enables to express the total mutual information as a sum of the mutual information of all the pairs. The problem of finding the optimal precoder with the above structure, which maximizes the total mutual information, is equivalent to i) optimizing the rotation angle and the power allocation within each pair and ii) finding the optimal pairing and power allocation among the pairs. It is shown that the mutual information achieved with the proposed pairing scheme is very close to that achieved with the optimal precoder by Cruz et al., and significantly better than mercury/waterfilling strategy by Lozano et al.. Our approach greatly simplifies both the precoder optimization and the detection complexity, making it suitable for practical applications.

Item Type:Conference or Workshop Item (Paper)
Source:Copyright of this article belongs to Institute of Electrical and Electronics Engineers.
Keywords:Condition Number; Mutual Information; MIMO; OFDM; Precoding; Singular Value Decomposition
ID Code:102253
Deposited On:26 Mar 2017 14:47
Last Modified:26 Mar 2017 14:47

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