The calculated distance (air line) between Yokosuka and Atsugi is approximately 20 miles respectively 32 kilometers.
By car or train, the actual journey to Atsugi is certainly longer, as only the direct route (as the crow flies) between Yokosuka and Atsugi has been calculated here.