When your character dies, he returns to the base without any equipment and an empty inventory. If he died on the base, you're in luck; you'll be able to pick up all of his belongings and equipment. However, the corpse may vanish forever in other regions, since looting is a typical occurrence in post-apocalyptic worlds;)