First check the battery and motor connections, make sure they are tight and snug, making good contact.

Receiver light going out suggests a brownout. The motor is pulling the battery voltage down under load. Might be the connectors, but if they are OK try a glitch buster / voltage protector like one of these. It's a capacitor that plugs into an open slot in the receiver and helps maintain voltage to the receiver.