  A new optimization design is proposed for matrix completion by weighting the
measurements and deriving the corresponding error bound. Accordingly, the
Haplotype reconstruction using nuclear norm minimization with Weighted
Constraint (HapWeC) is devised for haplotype estimation. Computer simulations
show the outperformance of the HapWeC compared to some recent algorithms in
terms of the normalized reconstruction error and reconstruction rate.

Signal Processing