The calculated distance (air line) between Collierville and Memphis is approximately 23 miles respectively 37 kilometers.
By car or train, the actual journey to Memphis is certainly longer, as only the direct route (as the crow flies) between Collierville and Memphis has been calculated here.
Air line (approximately)
37 kilometers
20 nautical miles