Sentence examples for utilized the convex optimization from inspiring English sources

Due to the uncertainty present in the channel between the S-Tx and the P-Rx, a robust interference constraint with probability was imposed to protect the PU system, which utilized the convex optimization theory.

Spectral preparation utilized the Convex Hull baseline function over a 1000 50,000 m/z range.

Note that some popular optimization tools including cvx [22] and sedumi [23] can be directly utilized for solving the convex optimization problems GP very efficiently.

Second, utilizing the convex theory, optimal power allocation of the femtocell-reused subchannel is derived.

It should also be noted that the convex optimization with non-convex penalty functions for QSVD is utilized to accurately estimate non-zero singular value, which can be set as regularization item in the matrix low-rank approximation.

The convex optimization cannot be used straightly.

The convex optimization methods require randomness in the sensing matrix.

Hence, the convex optimization technique is not directly applicable.

It makes the convex optimization framework a useful research tool.

The CVX convex optimization toolbox [22] has been used to solve all the convex optimization problems in the following.

Optimization was carried out using the convex optimization package CVXOPT version 1.1.2 [28].