Perrin was sacked by Pompey in November 2005 after winning just four of 20 matches in the Barclays Premiership and has since been coaching French side Sochaux.
The 50-year-old takes over from former Liverpool boss Gerard Houllier, who resigned after steering Lyon to a sixth successive Ligue 1 title.
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