Raspberry Pi 2 and Android

I have a

Raspberry pi 2

kali linux image sd card

android device

wifi adapter

I dont have a display for the pi. I need to know wheather i can connect the raspberry pi and android device into the same network via the wifi adapter and use the aircrack tools like airmon etc.. Will the hotspot on the wifi adapter turn off if i use airmon command?

I need to use either ssh or vnc to use the pi from my android. so both needs to be on the same network right? Is there a way to do this?