The calculated distance (air line) between Farnborough and Canary Wharf is approximately 11 miles respectively 17 kilometers.
By car or train, the actual journey to Canary Wharf is certainly longer, as only the direct route (as the crow flies) between Farnborough and Canary Wharf has been calculated here.
Air line (approximately)
17 kilometers
9 nautical miles