The story
From Queen Elizabeth + islands. Named after Elizabeth II, Queen of Canada; renamed in honour of her coronation as Queen (Empress) of the British Empire. The island cluster was formerly the Parry Islands / Parry Archipelago, which subsequently were restricted to referring to the southernmost islands of the island cluster, running along the Parry Channel.
Etymology from Wiktionary, CC BY-SA 4.0.