gyro, accelerometer, magnetometer and Kalman filter

Question

I want to use gyro, accelermeter and magnetometer to get a full smooth rotation in 3 axis.

The first problem is that my outputs individualy has very noise and I want

Answer 1

the first problem is that my outputs individualy has very noise and i want to know how can i remove it.

Yes, that is natural, do not worry, you can remove the noise.

the second problem is the gyro drift that i think it should solve with kalman filter.

Yes, Kalman filter is one way to go. You may find these answers useful:

Sensor fusioning with Kalman filter
Combine Gyroscope and Accelerometer Data

the third problem is the accelerometer.if i combine the gyro and accelermeter when i move the device without rotating the device the output will change.

I am not sure I understand that correctly. If you have magnetometer Kalman filter can remove the gyro drift even if you are not rotating the device. Is that what you are asking?

EDIT: Depending on your application, you can assume that the acceleration is zero on average. Read this, especially page 24:

http://gentlenav.googlecode.com/files/DCMDraft2.pdf

I use this assumption in my application for human motion sensing and it works perfectly.