On decoding of digital data sent over a noisy MIMO channel
Information Theory
2015-01-08 v1 math.IT
Optimization and Control
Abstract
The transmission of digital data is one of the principal tasks in modern wireless communication. Classically, the communication channel consists of one transmitter and one receiver; however, due to the constantly increasing demand in higher transmission rates, the popularity of using several receivers and transmitters has been rapidly growing. In this paper, we combine a number of fairly standard techniques from numerical linear algebra and probability to develop several (apparently novel) randomized schemes for the decoding of digital messages sent over a noisy multivariate Gaussian channel. We use a popular mathematical model for such channels to illustrate the performance of our schemes via numerical experiments.
Cite
@article{arxiv.1501.01545,
title = {On decoding of digital data sent over a noisy MIMO channel},
author = {Andrei Osipov},
journal= {arXiv preprint arXiv:1501.01545},
year = {2015}
}
Comments
40 pages