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称QR迭代matlab代码在C
/
C
++和MATLAB中实现的三种著名的稀疏恢复算法:
I.
Orthogonal
Matching
Pursuit
(
OMP
),
II.
Iterative
Hard
Thresholding
(
IHT
),
III.
Approximage
Message
Passing
(
AMP
)
此外,C代码包含所有子例程,包括:QR分解,高斯消除,冒泡排序,反替换等。矩阵乘法,相关计算SNR,MSE
介绍
摘自我们的论文[1]。
OMP
is
a
greedy
algorithm
introduced
as
an
extension
to
the
well-established
Matching
Pursuit
algorithm.
The
OMP
algorithm
iteratively
finds
the
best
matrix
columns
that
correspond
to
the
non-zero
coefficients
of
the
sparse
signal,
and
then
performs
a
least
squar