Math @ Duke

Publications [#235978] of Robert Calderbank
Papers Published
 Goparaju, S; Calderbank, AR; Carson, WR; Rodrigues, MRD; PerezCruz, F, When to add another dimension when communicating over MIMO channels,
IEEE International Conference on Acoustics Speech and Signal Processing
(2011),
pp. 31003103, ISSN 15206149 [doi]
(last updated on 2018/03/20)
Abstract: This paper introduces a divide and conquer approach to the design of transmit and receive filters for communication over a Multiple Input Multiple Output (MIMO) Gaussian channel subject to an average power constraint. It involves conversion to a set of parallel scalar channels, possibly with very different gains, followed by coding per subchannel (i.e. over time) rather than coding across subchannels (i.e. over time and space). The loss in performance is negligible at high signaltonoise ratio (SNR) and not significant at medium SNR. The advantages are reduction in signal processing complexity and greater insight into the SNR thresholds at which a channel is first allocated power. This insight is a consequence of formulating the optimal power allocation in terms of an upper bound on error rate that is determined by parameters of the input lattice such as the minimum distance and kissing number. The resulting thresholds are given explicitly in terms of these lattice parameters. By contrast, when the optimization problem is phrased in terms of maximizing mutual information, the solution is mercury waterfilling, and the thresholds are implicit. © 2011 IEEE.


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