High-Accuracy Localization for Assisted Living 5G systems will turn multipath channels from foe to friend

被引:334
|
作者
Witrisal, Klaus [1 ]
Meissner, Paul [2 ]
Leitinger, Erik
Shen, Yuan [3 ,4 ]
Gustafson, Carl [5 ]
Tufvesson, Fredrik [5 ,6 ]
Haneda, Katsuyuki [7 ]
Dardari, Davide [8 ,9 ]
Molisch, Andreas F. [10 ,11 ,12 ,13 ,14 ]
Conti, Andrea [15 ]
Win, Moe Z. [9 ,12 ,13 ,16 ,17 ,18 ,19 ]
机构
[1] Graz Univ Technol, A-8010 Graz, Austria
[2] Graz Univ Technol, Signal Proc & Speech Commun Lab, A-8010 Graz, Austria
[3] Tsinghua Univ, Dept Elect Engn, Beijing, Peoples R China
[4] IEEE ComSoc Radio Commun Comm, Beijing, Peoples R China
[5] Lund Univ, Dept Elect & Informat Technol, S-22100 Lund, Sweden
[6] Lund Univ, Dept Wireless Propagat Grp, S-22100 Lund, Sweden
[7] Aalto Univ, Sch Elect Engn, Espoo, Finland
[8] Univ Bologna, I-40126 Bologna, Italy
[9] MIT, Cambridge, MA 02139 USA
[10] Univ So Calif, Elect Engn, Los Angeles, CA 90089 USA
[11] Univ So Calif, Inst Commun Sci, Los Angeles, CA 90089 USA
[12] Amer Assoc Advancement Sci, Washington, DC USA
[13] Inst Engn & Technol, Beijing, Peoples R China
[14] Natl Acad Inventors, Cambridge, MA USA
[15] Univ Ferrara, I-44100 Ferrara, Italy
[16] Wireless Commun & Network Sci Lab, Boston, MA USA
[17] AT&T Res Labs, Middletown, NJ USA
[18] Jet Prop Lab, Pasadena, CA USA
[19] IEEE, Piscataway, NJ USA
关键词
WIDE-BAND LOCALIZATION; FUNDAMENTAL LIMITS; UWB; MODEL; 5G;
D O I
10.1109/MSP.2015.2504328
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
Asisted living (AL) technologies, enabled by technical advances such as the advent of the Internet of Things, are increasingly gaining importance in our aging society. This article discusses the potential of future high-accuracy localization systems as a key component of AL applications. Accurate location information can be tremendously useful to realize, e.g., behavioral monitoring, fall detection, and real-time assistance. Such services are expected to provide older adults and people with disabilities with more independence and thus to reduce the cost of caretaking. Total cost of ownership and ease of installation are paramount to make sensor systems for AL viable. In case of a radio-based indoor localization system, this implies that a conventional solution is unlikely to gain widespread adoption because of its requirement to install multiple fixed nodes (anchors) in each room. This article therefore places its focus on 1) discussing radiolocalization methods that reduce the required infrastructure by exploiting information from reflected multipath components (MPCs) and 2) showing that knowledge about the propagation environment enables localization with high accuracy and robustness. It is demonstrated that new millimeter-wave (mm-wave) technology, under investigation for 5G communications systems, will be able to provide centimeter (cm)-accuracy indoor localization in a robust manner, ideally suited for AL. © 2016 IEEE.
引用
收藏
页码:59 / 70
页数:12
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