Centre-half Shittu, who arrived from QPR in 2006, is due to return to Vicarage Road with the rest of the Watford squad for pre-season training on Monday.
Simpson this week indicated that he is willing to step aside as chairman should a buyer be found for the club.
That followed an announcement from Watford that there had been a tentative approach from a third party.
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