On the expected complexity of integer least-squares problems

  title={On the expected complexity of integer least-squares problems},
  author={Babak Hassibi and Haris Vikalo},
  journal={2002 IEEE International Conference on Acoustics, Speech, and Signal Processing},
The problem of finding the least-squares solution to a system of linear equations where the unknown vector is comprised of integers, but the matrix coefficient and given vector are comprised of real numbers, arises in many applications: communications, cryptography, GPS, to name a few. The problem is equivalent to finding the closest lattice point to a given point and is known to be NP-hard. In communications applications, however, the given vector is not arbitrary, but rather is an unknown… CONTINUE READING
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