The woman was walking in Farnham Road when she was hit by the falling sign.
It had been blown off by last night's strong winds, firefighters said.
One crew from Slough attended the scene, at 7.30pm. They administered first aid until paramedics arrived. The woman was then taken to hospital with suspected spinal injuries.
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