LONDON—Europe was a trailblazer in cellphone technology 15 years ago. Now it is lagging badly in the rollout of high-speed mobile services and desperately trying to catch up.

The continent trails the U.S. and parts of Asia in embracing fourth-generation technologies such as LTE, which enable faster Internet surfing and video streaming for computers, tablets and smartphones.

Mobile...