AoA Estimation Based on Fourth-Order Coarrays and Cumulants for Mmwave Systems
Yuan-Pei Lin (National Yang Ming Chiao Tung University)
-
SPS
IEEE Members: $11.00
Non-members: $15.00
In radar applications, it is known that with a sparse array of $N$ antennas, we can construct a virtual array of size $O(N^4)$ using fourth-order coarrays and cumulants. Such a result is valid when the sources are not Gaussian. In this paper, we consider angle estimation for mmWave channels using fourth-order coarrays. An mmWave system usually has a large number of antennas but few RF chains, which restricts the effective antenna size. The angle estimation problems of mmWave and radar systems are similar, but there are differences. In particular, in the problem formulation of angle estimation for mmWave systems, we have path gains instead of source symbols. The path gains in mmWave channels are typically modeled as Gaussian random variables. We show that the critical nonGaussian assumption for using fourth-order coarrays can be circumvented using analog combiners that are submatrices of banded Toeplitz. The combiner can be designed so that the conditions for applying fourth-order coarrays are satisfied asymptotically. Virtual arrays of significantly augmented sizes can be achieved for mmWave angle estimation.