Google Inc. is deep into a multipronged effort to build and help run wireless networks in emerging markets as part of a plan to connect a billion or more new people to the Internet.

These wireless networks would serve areas such as sub-Saharan Africa and Southeast Asia to dwellers outside of major cities where wired Internet connections aren't available, said people familiar with the strategy.

The...