What is sure, is that chaotic systems are non-linear.
The definition of a chaotic system is:
- exponential divergence of initially close orbits (Liapunov instability)
- the state of the system remains in a compact space
Well, you cannot satisfy both with a linear system: in the case there is exponential divergence, at least one solution will become unbounded.