The England winger only has a year left to run on his current deal and is rated at around £10million.
Sturridge has been a long-term target for Arsene Wenger and is unhappy at being played out of position and not being offered a new contract.
Walcott has struggled for form this season and could be willing to leave the Emirates for a fresh start.
Source: DSG