2 months with the same problem GPS give rubbish with Arduino Uno.

Thank you for your answers...

That's your mistake. You can't run NewSoftSerial AND hardware serial on the same two pins!

Pick two OTHER pins for NewSoftSerial.

I changed the port but I get exactly the same rubbish