Hounslow Council says the site is nearing the end of its useful life after nearly four decades.
The authority’s cabinet has given the green light for a feasibility study and public consultation on the proposal.
A new leisure facility would need to be fit for purpose, financially viable, and deliver “excellent” value for money.