Yeah common problem this.
First thing to check is your battery, if it's on it's way out it will set the alarm off if the voltage drops.
If the battery is fine then it's most likely gonna be the interior sensor. Lexus will sort this with a new sensor for about £100 or the sensor can just be disconnected but then you may have issues with your insurance etc...