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Approximately how old is the wireless kb?
Have you tried connecting it to any other Macs?
There is a wireless connection problem with either the keyboard itself or the receiver in the iMac -
first, test the keyboard on another Mac, and if it doesn't work there either then this confirms that the keyboard is faulty and needs to be replaced.