Smartphone-Based Localization for Passengers Commuting in Traffic Hubs

被引:1
作者
Romero, Francisco Jurado [1 ]
Diaz, Estefania Munoz [1 ]
Ahmed, Dina Bousdar [1 ]
机构
[1] German Aerosp Ctr DLR, Inst Commun & Nav, D-82234 Oberpfaffenhofen, Wessling, Germany
关键词
indoor navigation; pedestrian dead-reckoning; urban navigation; indoor landmark detection; WIFI;
D O I
10.3390/s22197199
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Passengers commute between different modes of transportation in traffic hubs, and passenger localization is a key component for the effective functioning of these spaces. The smartphone-based localization system presented in this work is based on the 3D step and heading approach, which is adapted depending on the position of the smartphone, i.e., held in the hand or in the front pocket of the trousers. We use the accelerometer, gyroscope and barometer embedded in the smartphone to detect the steps and the direction of movement of the passenger. To correct the accumulated error, we detect landmarks, particularly staircases and elevators. To test our localization algorithm, we have recorded real-world mobility data in a test station in Munich city center where we have ground truth points. We achieve a 3D position accuracy of 12 m for a smartphone held in the hand and 10 m when the phone is placed in the front pocket of the trousers.
引用
收藏
页数:16
相关论文
共 22 条
[1]   Automatic Calibration of the Step Length Model of a Pocket INS by Means of a Foot Inertial Sensor [J].
Ahmed, Dina Bousdar ;
Munoz Diaz, Estefania ;
Garcia Dominguez, Juan Jesus .
SENSORS, 2020, 20 (07)
[2]   Ultra Wideband Indoor Positioning Technologies: Analysis and Recent Advances [J].
Alarifi, Abdulrahman ;
Al-Salman, AbdulMalik ;
Alsaleh, Mansour ;
Alnafessah, Ahmad ;
Al-Hadhrami, Suheer ;
Al-Ammar, Mai A. ;
Al-Khalifa, Hend S. .
SENSORS, 2016, 16 (05)
[3]  
bosch-sensortec.com, BOSCH IMU BMI260
[4]   Non-GNSS Smartphone Pedestrian Navigation Using Barometric Elevation and Digital Map-Matching [J].
Broyles, Daniel ;
Kauffman, Kyle ;
Raquet, John ;
Smagowski, Piotr .
SENSORS, 2018, 18 (07)
[5]   Fusion of WiFi, Smartphone Sensors and Landmarks Using the Kalman Filter for Indoor Localization [J].
Chen, Zhenghua ;
Zou, Han ;
Jiang, Hao ;
Zhu, Qingchang ;
Soh, Yeng Chai ;
Xie, Lihua .
SENSORS, 2015, 15 (01) :715-732
[6]  
Diaz EM, 2019, INTELL DAT CENT SYST, P311, DOI 10.1016/B978-0-12-813189-3.00016-2
[7]   Landmark-Based Drift Compensation Algorithm for Inertial Pedestrian Navigation [J].
Diaz, Estefania Munoz ;
Caamano, Maria ;
Sanchez, Francisco Javier Fuentes .
SENSORS, 2017, 17 (07)
[8]   Inertial Pocket Navigation System: Unaided 3D Positioning [J].
Diaz, Estefania Munoz .
SENSORS, 2015, 15 (04) :9156-9178
[9]  
Diaz EM, 2014, IEEE POSITION LOCAT, P241, DOI 10.1109/PLANS.2014.6851382
[10]   Location Fingerprinting With Bluetooth Low Energy Beacons [J].
Faragher, Ramsey ;
Harle, Robert .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2015, 33 (11) :2418-2428