The front panel LED is only supposed to light when its receiving IR signals, so either you have connected 12VDC to the Data "OUT" connection or you have a source of IR in the room that's constant (like a LCD TV for example).

Wiring diagram below.

[Link: xantech.com]

There are specific models for use in spaces with LCD screens, etc.

[Link: xantech.com]