We propose a scheme for information concentration of three remotetwo-level atoms in cavity QED. Our scheme does not involve theBell-state measurement. During the interaction between atom and cavity,the cavity frequency is largely detuned from the atomic transitionfrequency, thus the scheme is insensitive to both the cavity decay andthe thermal field. The idea can also be used to realize the remoteinformation concentration of trapped ions.