  It is well known that discrete-time linear systems can be stabilized by a
least-squares (LS) based self-tuning regulator (STR), as long as noises are
absent. However, this note shows that once the discrete-time linear systems are
disturbed, the LS-based STR is always running the risk of unstabilizing
systems, no matter how small the noises are.
