| Xiao-Wen
CHANG
Teaching
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| Software
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- Xiao-Wen Chang, Xiaohu Xie and Tianyang Zhou,
MILES: MATLAB package for solving Mixed Integer LEast Squares problems,
Version 2.0, October 2011.
This package provides routines to solve the mixed integer least squares problem
min_{x,z}||y-Ax-Bz||_2, where x is a real vector and z is an integer vector and
[A,B] has full column rank, including the special case min_{z}||y-Bz||_2
Documentation:
Users' Guide
Download Package:
MILES.zip file
(including User's Guide)
If you use this package in your research work to be published, please include explicit mention of our
following work in your publication:
[1] X.-W. Chang, X. Xie and T. Zhou, MILES: MATLAB package for solving Mixed Integer
LEast Squares problems Version 2.0, http://www.cs.mcgill.ca/~chang/software.php, October 2011.
[2] X.-W. Chang, X. Yang, and T. Zhou.
MLAMBDA: A modified LAMBDA method for
integer least-squares estimation. Journal of Geodesy, 79:552-565, 2005.
[3] X. Xie, X.-W. Chang, and M. Al Borno.
Partial LLL reduction, in the Proceedings of IEEE GLOBECOM 2011,
5 pages.
- Xiao-Wen Chang and Xiaohu Xie,
MLAMBDA: MATLAB package for integer least squares ambiguity determination,
Version 1.0, October 2011.
This package provides routines to solve the integer least squares problem (in quadratic form)
min_{x}(x-a)'*W^{-1}*(x-a), where x is an integer vector, a is a real vector and
W is a symmetric positive definite matrix.
Documentation:
Users' Guide
Download Package:
MLAMBDA.zip file
(including User's Guide)
Citation:
If you use this package in your research work to be published, please include explicit mention of our
following work in your publication:
[1] X.-W. Chang and X. Xie, MLAMBDA: Matlab Package for Integer Least Squares Ambiguity
Determination, Version 1.0, http://www.cs.mcgill.ca/~chang/software.php, October 2011.
[2] X.-W. Chang, X. Yang, and T. Zhou.
MLAMBDA: A modified LAMBDA method for
integer least-squares estimation. Journal of Geodesy, 79:552-565, 2005.
[3] M. Al Borno, X.-W. Chang, and X. Xie.
On "Decorrelation" in Solving Integer Least-Squares Problems for Ambiguity Determination,
to appear in Survey Review.
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