ABSTRACT
Involving the measurement length, a new object function is constructed, which can reflect not only the reconstruction error, but also the effect of measurement length. Then, an online adaptive solving method is proposed for the object function. The simulation results illustrate that the new algorithm can estimate and track the slow time-varying sparsity of the wideband received signal validly, and it can reduce the compressive sampling rate remarkably.
