The 34-year-old forward has signed one-year contract, with option for second season, according to the club's website.
Arshavin scored 17 goals in 74 matches for Russia and helped them to the semi-finals of Euro 2008.
He started career at Zenit St. Petersburg before spending four years at Arsenal and rejoining his hometown club in 2013.
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The Russian spent the first half of the 2015-16 season at Kuban Krasnodar, but his contract was ended by mutual consent on Feb 1.
(Editing by Nick Mulvenney)
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