I have to perform a linar regression of the form

y=a*x1+b*x2+c

where

b=(1-a)

where I have errors both on the dependent variable y and on the predictors x1,x2. I am not sure how to handle the constraint on the second coefficient and the errors on the dependent variable. Any idea?