The 28-year-old has recently been linked with the likes of West Brom, Liverpool and Cardiff.
The Daily Mail reports that Arsenal can sign Kalou in a £2.6million deal and wages of around £60,000 a week.
Arsenal prepare to let Danish striker Nicklas Bendtner join Crystal Palace and are keen to make a big name signing before the transfer window closes.