MetroPCS Communications Inc. shareholders approved the company's merger with Deutsche Telekom AG's T-Mobile USA unit, after terms of the deal were improved.

The company said Wednesday that about 80% of its total shares outstanding were voted in favor of the plan to issue MetroPCS shares to Deutsche Telekom in connection with the deal.

The...