bibliography showing chapter 1 as footnote

The following is my thesis

documentclass[12pt,twoside]{report}
usepackage[utf8]{inputenc}
usepackage{graphicx}
graphicspath{{images/}}
usepackage{caption}
%usepackage{subcaption} usepackage{subfigmat} % You can either use subfigmat or subcaption
usepackage{etoolbox}
usepackage{booktabs}
usepackage{amsmath}
usepackage{amssymb}
usepackage{rotating}
usepackage{lscape}
usepackage{pdflscape}
usepackage{float}
usepackage{morefloats}
usepackage[flushleft]{threeparttable}
usepackage{tabularx}
usepackage{adjustbox}
usepackage[a4paper,width=150mm,top=25mm,bottom=25mm,bindingoffset=6mm]{geometry}
usepackage{fancyhdr}
pagestyle{fancy} fancyhead{}
fancyhead[RO,LE]{Systemic Crisis Transmission: Visualizing
Vulnerability} setlengthheadheight{15pt} fancyfoot{}
fancyfoot[LE,RO]{thepage} fancyfoot[LO,CE]{chapter thechapter}
fancyfoot[CO,RE]{Raisul Islam} renewcommand{headrulewidth}{0.4pt}
renewcommand{footrulewidth}{0.4pt}

usepackage{ltablex} keepXColumns usepackage{enumitem}
usepackage{xcolor} captionsetup{font=footnotesize}

usepackage[round]{natbib}
bibliographystyle{plainnat} %
usepackage[style=authoryear]{biblatex} % addbibresource{ref.bib}

title{Thesis} author{raisul.islam} date{February 2020}

begin{document}

%maketitle input{chapter/titlepage} input{chapter/Abstract}
newpage input{chapter/Literature Review} newpage bibliography{ref}


end{document}

My literature review is chapter 1. So the footnote with fancyhdr shows chapter 1. That’s fine.

BUT MY BIBLIOGRAPHY SECTION FOOTNOTE SHOWS CHAPTER 1. HOW TO FIX IT SOIBLIOGRAPHY SECTION DOES NOT SHOW HEADER OR FOOTER AS OTHER CHAPTERS?

begin{document}
%maketitle input{chapter/titlepage}
input{chapter/Abstract}
newpage
input{chapter/Literature Review}
newpage
bibliography{ref}
pagestyle{empty}
end{document}