When you lie down, nasal secretions fall down your throat and irritate your windpipe. Once you have cleared them out, it doesn't happen until you lie down again. You could try using a decongestant nasal spray
at bedtime and anytime you wake in the night with irritation in the area. Some steroid based nasal sprays are available, not sure whether Rx in the UK.