Ordinary Differential Equation-based MIMO Signal Detection
The required signal processing rate in future wireless communication systems exceeds the performance of the latest electronics-based processors. Introduction of analog optical computation is one promising direction for energy-efficient processing. This paper considers a continuous-time minimum mean...
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Zusammenfassung: | The required signal processing rate in future wireless communication systems
exceeds the performance of the latest electronics-based processors.
Introduction of analog optical computation is one promising direction for
energy-efficient processing. This paper considers a continuous-time minimum
mean squared error detection for multiple-input multiple-output systems to
realize signal detection using analog optical devices. The proposed method is
formulated by an ordinary differential equation (ODE) and its performance at
any continuous time can be theoretically analyzed. Deriving and analyzing the
continuous-time system is a meaningful step to verifying the feasibility of
analog-domain signal processing in the future systems. In addition, considering
such an ODE brings byproducts to discrete-time detection algorithms, which can
be a novel methodology of algorithm construction and analysis. |
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DOI: | 10.48550/arxiv.2304.14097 |