A more directional antenna would work, then you need to make sure it's aimed at the drone, in order for it to work.
I think this is a bad idea: as mentioned above, you should be able to see the drone at all times. Another possibility is the law in your jurisdiction might prohibit drones with a longer range, than 150m, so it the limit might be imposed in software so merely boosting the transmit power won't work.