I have Nexus 5 on Android Lollipop. When I check the battery graph, it always shows my WiFi radio as ON, even when I am using 3G and have specifically turned it off. I have observed that it only shuts off in airplane mode.
Screenshot (Click to enlarge image)
How to correct this behavior?