TY - JOUR
T1 - Millimeter-Wave Downlink Positioning With a Single-Antenna Receiver
AU - Fascista, Alessio
AU - Coluccia, Angelo
AU - Wymeersch, Henk
AU - Seco-Granados, Gonzalo
PY - 2019/9/1
Y1 - 2019/9/1
N2 - © 2002-2012 IEEE. This paper addresses the problem of determining the unknown position of a mobile station for a mmWave multiple-input single-output (MISO) system. This setup is motivated by the fact that massive arrays will be initially implemented only on 5G base stations, likely leaving mobile stations with one antenna. The maximum likelihood solution to this problem is devised based on the time of flight and angle of departure of received downlink signals. While positioning in the uplink would rely on angle of arrival, it presents scalability limitations that are avoided in the downlink. To circumvent the multidimensional optimization of the optimal joint estimator, we propose two novel approaches amenable to practical implementation thanks to their reduced complexity. A thorough analysis, which includes the derivation of relevant Cramér-Rao lower bounds, shows that it is possible to achieve quasi-optimal performance even in presence of few transmissions, low signal-to-noise ratio (SNRs), and multipath propagation effects.
AB - © 2002-2012 IEEE. This paper addresses the problem of determining the unknown position of a mobile station for a mmWave multiple-input single-output (MISO) system. This setup is motivated by the fact that massive arrays will be initially implemented only on 5G base stations, likely leaving mobile stations with one antenna. The maximum likelihood solution to this problem is devised based on the time of flight and angle of departure of received downlink signals. While positioning in the uplink would rely on angle of arrival, it presents scalability limitations that are avoided in the downlink. To circumvent the multidimensional optimization of the optimal joint estimator, we propose two novel approaches amenable to practical implementation thanks to their reduced complexity. A thorough analysis, which includes the derivation of relevant Cramér-Rao lower bounds, shows that it is possible to achieve quasi-optimal performance even in presence of few transmissions, low signal-to-noise ratio (SNRs), and multipath propagation effects.
KW - 5G cellular networks
KW - angle of departure (AOD)
KW - beamforming
KW - massive MIMO
KW - mmWave
KW - multiple-input single-output (MISO)
KW - positioning
UR - http://www.mendeley.com/research/millimeterwave-downlink-positioning-singleantenna-receiver
U2 - 10.1109/TWC.2019.2925618
DO - 10.1109/TWC.2019.2925618
M3 - Article
SN - 1536-1276
VL - 18
SP - 4479
EP - 4490
JO - IEEE Transactions on Wireless Communications
JF - IEEE Transactions on Wireless Communications
IS - 9
M1 - 8755880
ER -