You typically don’t need, and should not have access to the kernel, however, as there are custom kernels for android, it is possible. In fact, Android is far the best operating sytem ever created. Fast, highly secure, portable linux in your pocket, that is open-source, widely used, easy to use, and you can easily have full control over it, provided the hardware is allowing to unlock the bootloader