In this paper, we develop a Bayesian CS (BCS) approach for estimating target bearings based on multiple noisy CS measurement vectors, where each vector results ...

In this paper, we develop a Bayesian CS (BCS) approach for estimating target bear- ings based on multiple noisy CS measurement vectors, where each vector ...

ABSTRACT. Traditional bearing estimation techniques perform Nyquist-rate sam- pling of the received sensor array signals and as a result they require.

Oct 22, 2024 · In this paper, we develop a Bayesian CS (BCS) approach for estimating target bearings based on multiple noisy CS measurement vectors, where each ...

Multiple-measurement Bayesian compressed sensing using GSM priors for DOA estimation ; Bayesian compressed sensing imaging using a Gaussian Scale Mixture.

Compressed sensing (CS) theory provides a new paradigm for simultaneously sensing and compressing a signal using a small subset of random incoherent projection ...

An innovative approach for the real-time direction-of-arrival (DoA) estimation of multiple signals impinging on a linear array is presented.

Multiple-measurement Bayesian compressed sensing using GSM priors for DOA estimation. G Tzagkarakis, D Milioris, P Tsakalides. Acoustics Speech and Signal ...

Milioris and P. Tsakalides, "Multiple-Measurement Bayesian Compressive Sensing using GSM Priors for DOA Estimation", in Proc. 35th IEEE International Conference ...

Tsakalides, “Multiple-measurement. Bayesian compressed sensing using GSM priors for DOA estimation,” in Proc. of the 35th International Conference on ...