Distribution of the Product of a Complex Gaussian Matrix and Vector and Its Sum with a Complex Gaussian Vector

Wanxin Shi; Yang Li; Qian He

ICASSP 2020accepted0 citations

Distribution of the Product of a Complex Gaussian Matrix and Vector and Its Sum with a Complex Gaussian Vector

Abstract

In this paper, we derive the distribution of the product of a complex Gaussian matrix and a complex Gaussian vector. Further, we calculate the distribution of the sum of this product and a complex Gaussian vector, which generalizes the recent results where a complex Gaussian scalar is considered instead of a complex Gaussian matrix. The exact probability density functions (pdf) are derived for both the product and the sum. The pdf and cumulative distribution function (cdf) of the square norm of the sum are also provided. Then, we apply the derived results to analyze the performance of the energy detector for a multiple-input-multiple-output (MIMO) communication system. Our analytical results are verified via numerical examples.

BibTeX

@inproceedings{icassp2020_distributionofth,
  title = {Distribution of the Product of a Complex Gaussian Matrix and Vector and Its Sum with a Complex Gaussian Vector},
  author = {Wanxin Shi and Yang Li and Qian He},
  booktitle = {ICASSP 2020},
  year = {2020}
}