Millimeter-Wave Downlink Positioning With a Single-Antenna Receiver

被引:73
作者
Fascista, Alessio [1 ]
Coluccia, Angelo [1 ]
Wymeersch, Henk [2 ]
Seco-Granados, Gonzalo [3 ]
机构
[1] Univ Salento, Dept Innovat Engn, I-73100 Lecce, Italy
[2] Chalmers Univ Technol, Dept Elect Engn, S-41296 Gothenburg, Sweden
[3] Univ Autonoma Barcelona, Dept Telecommun & Syst Engn, E-08193 Barcelona, Spain
基金
欧盟地平线“2020”;
关键词
mmWave; positioning; massive MIMO; multiple-input single-output (MISO); 5G cellular networks; angle of departure (AOD); beamforming; WIDE-BAND LOCALIZATION; MASSIVE MIMO; ORIENTATION ESTIMATION; FUNDAMENTAL LIMITS; 5G; WIRELESS; PERFORMANCE; LOCATION;
D O I
10.1109/TWC.2019.2925618
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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 Cramer-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.
引用
收藏
页码:4479 / 4490
页数:12
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