DOA Estimation Performance With Circular Arrays in Sound Fields With Finite Rate of Innovation
Falk-Martin Hoffmann, Philip Arthur Nelson, Filippo Maria Fazi · IEEE/ACM Transactions on Audio Speech and Language Processing · 2019
A novel Direction-of-Arrival (DOA) estimation method based on a plane wave sound field model was recently proposed for circular microphone arrays [1]. This article presents a detailed theoretical analysis of the method that relies on a Finite Rate of Innovation (FRI) assumption, investigating the impact of different theoretical acoustic source models. The method's estimation accuracy, and robustness against noisy measurement data and deviations from the model are investigated. The estimation performance is validated and assessed on the basis of results obtained from both simulations and experimental data.