Research Article

Efficient Compressed Sensing Reconstruction Algorithm for Nonnegative Vectors in Wireless Data Transmission

Algorithm 1

OMP algorithm.
Input: A, y, and the error threshold ε. Initialize: , , and .
Repeat:
(1)Find the column index by
where is the i-th column of A and is the inner product of the two vectors
(2)Set
(3)Update by
(4)Update r by
until
Output