In this paper we study optimal beamforming policy to minimize the Cramer Rao Lower Bound (CRLB) of joint angle of arrival (AoA) and time delay estimation for a multicarrier millimeter wave (mmWave) system. Considering one single base station (BS) with rough a priori knowledge of channel coefficients and location information of the mobile station (MS), we show that it is possible to improve the accuracy of AoA and time delay estimation, and hence of mobile station (MS) positioning, by means of optimized beamforming. Mathematical formulation of the CRLB is first introduced and the related optimization problem is solved for a each single subcarrier independently. Then we propose a solution optimizing the beamformer jointly for the multicarrier system. A few examples are provided to illustrate the benefits from bound-based beamforming optimization.

Koirala, R., Denis, B., Dardari, D., Uguen, B. (2017). Localization bound based beamforming optimization for multicarrier mmWave MIMO. Institute of Electrical and Electronics Engineers Inc. [10.1109/WPNC.2017.8250057].

Localization bound based beamforming optimization for multicarrier mmWave MIMO

Dardari, Davide;
2017

Abstract

In this paper we study optimal beamforming policy to minimize the Cramer Rao Lower Bound (CRLB) of joint angle of arrival (AoA) and time delay estimation for a multicarrier millimeter wave (mmWave) system. Considering one single base station (BS) with rough a priori knowledge of channel coefficients and location information of the mobile station (MS), we show that it is possible to improve the accuracy of AoA and time delay estimation, and hence of mobile station (MS) positioning, by means of optimized beamforming. Mathematical formulation of the CRLB is first introduced and the related optimization problem is solved for a each single subcarrier independently. Then we propose a solution optimizing the beamformer jointly for the multicarrier system. A few examples are provided to illustrate the benefits from bound-based beamforming optimization.
2017
2017 14th Workshop on Positioning, Navigation and Communications, WPNC 2017
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Koirala, R., Denis, B., Dardari, D., Uguen, B. (2017). Localization bound based beamforming optimization for multicarrier mmWave MIMO. Institute of Electrical and Electronics Engineers Inc. [10.1109/WPNC.2017.8250057].
Koirala, Remun; Denis, Benoit; Dardari, Davide; Uguen, Bernard
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/667542
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