Evaluating smartphone performance for cellular power measurement

Yanis Boussad; Leonardo Lizzi; Fabien Ferrero; Arnaud Legout

Rapport (Rapport De Recherche) Année : 2019

Evaluating smartphone performance for cellular power measurement

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Yanis Boussad

Fonction : Auteur
PersonId : 1056301

Design, Implementation and Analysis of Networking Architectures

Leonardo Lizzi

Fonction : Auteur

Laboratoire d'Electronique, Antennes et Télécommunications

Fabien Ferrero

Fonction : Auteur

Laboratoire d'Electronique, Antennes et Télécommunications

Arnaud Legout

Fonction : Auteur
PersonId : 752854
IdHAL : arnaudlegout
ORCID : 0000-0003-4706-424X

Design, Implementation and Analysis of Networking Architectures

Résumé

From crowdsource data collection to automation and ro-botics, mobile smartphones are well suited for various use cases given the rich hardware components they feature. Researchers can now have access to various sensors such as barometers, magnetometers, orientation sensors, in addition to multiple wireless technologies all on a single and relatively cheap mobile smartphone. In this work, we study the performance of smartphones to measure cellular wireless power. We performed our experiments inside an anechoic chamber in order to compare the measurements of smartphone to the ones obtained with professional spectrum analyzer. We first evaluate the effect of orientation on the received power, then we propose a way to improve the accuracy of smartphone power measurements by using the orientation sensors. We improve the accuracy of the measurements from 25 dBm RMSE to no more than 6 dBm RMSE. We also show how we can exploit the characteristics of the reception pattern of the smartphone to determine the angle of arrival of the signal.

Mots clés

calibration smartphone wireless power measurement IMU LTE

Domaines

Informatique mobile

Fichier principal

smartphones_wireless_power.pdf (2.14 Mo)

20phi.png (88.67 Ko)

20theta.png (104.71 Ko)

40phi.png (88.75 Ko)

40theta.png (113.99 Ko)

Calibration_random_H_pol.pdf (22.09 Ko)

Calibration_random_H_pol.png (91.08 Ko)

Calibration_random_H_pol2.pdf (22.07 Ko)

Calibration_random_H_pol2_backup.pdf (25.5 Ko)

Calibration_random_H_pol_backup.pdf (25.63 Ko)

LG5xRPY.png (351.47 Ko)

LG5xRPY2.png (395.88 Ko)

RMSE_unaligned_source.pdf (10.77 Ko)

RMSE_unaligned_source_backup.pdf (12.76 Ko)

UE (1).png (1.36 Mo)

UE.png (1.29 Mo)

UE_antenna.pdf (172.51 Ko)

UE_antenna.png (107.94 Ko)

UE_tested.jpeg (116.47 Ko)

UEs_tested.pdf (134.91 Ko)

UEs_tested2.pdf (273.21 Ko)

angle_errors.pdf (16.88 Ko)

angle_errors_backup.pdf (25.27 Ko)

antenna_loc.odg (10.59 Ko)

antenna_loc.png (25 Ko)

api_compare.pdf (16.89 Ko)

api_compare_backup.pdf (20.29 Ko)

api_compare_backup_backup.pdf (20.87 Ko)

boxplot_error_20_40.png (15.32 Ko)

boxplot_error_mainlobe_rotations.png (23.02 Ko)

calib_idx.png (58.67 Ko)

calib_idx_rmse.png (42.59 Ko)

calib_idx_rmse_annot (1).png (807.79 Ko)

calib_idx_rmse_annot.pdf (192.06 Ko)

calib_idx_rmse_annot.png (100.89 Ko)

calib_idx_rmse_annot2.pdf (61.52 Ko)

calib_idx_rmse_annot2_backup.pdf (68.85 Ko)

calib_idx_rmse_corrected.png (44.83 Ko)

calibration_20.png (110.16 Ko)

calibration_20_40 (1).png (339.08 Ko)

calibration_20_40.png (340.71 Ko)

calibration_40.png (118.64 Ko)

calibration_mixed_pol.png (148.07 Ko)

calibration_mixed_pol22.png (144.02 Ko)

calibration_random.png (94.7 Ko)

cdf_error_20_40.png (16.6 Ko)

chamber.pdf (24.96 Ko)

chamber.png (26.53 Ko)

chamber_backup.pdf (22.56 Ko)

correlation_locating_plots.png (101.09 Ko)

correlation_plots.pdf (11.49 Ko)

correlation_plots.png (141.74 Ko)

cross_calibration_heatmaps.png (77.13 Ko)

device_rotation.pdf (37.5 Ko)

device_rotation.png (27.98 Ko)

device_rotation3.pdf (35.87 Ko)

device_rotation_2.png (57.54 Ko)

experiments.pdf (31.08 Ko)

experiments.png (30.12 Ko)

heatmap_all_devices.pdf (45.93 Ko)

heatmap_all_devices.png (38.79 Ko)

heatmap_all_devices_backup.pdf (86.21 Ko)

heatmap_h.pdf (16.48 Ko)

heatmap_h.png (50.33 Ko)

heatmap_h_backup.pdf (23.37 Ko)

heatmap_v.pdf (16.15 Ko)

heatmap_v.png (32.9 Ko)

heatmap_v_backup.pdf (23.02 Ko)

hm_differnent_tx.pdf (25.31 Ko)

hm_differnent_tx_backup.pdf (25.31 Ko)

ix_calib_annot.png (79.78 Ko)

locating_source.pdf (16.33 Ko)

mainlobe_received_power_heatmaps.pdf (36.76 Ko)

mainlobe_received_power_heatmaps.png (29.65 Ko)

mainlobe_received_power_heatmaps2.pdf (37.28 Ko)

mainlobe_received_power_heatmaps2_backup.pdf (64.04 Ko)

mainlobe_received_power_heatmaps_backup.pdf (61.54 Ko)

matrices.pdf (17.44 Ko)

matrices.png (11.75 Ko)

mean_power_axis_rotation.pdf (13.39 Ko)

mean_power_axis_rotation.png (44.76 Ko)

mean_power_axis_rotation2.png (32.46 Ko)

mean_power_axis_rotation_backup.pdf (12.23 Ko)

methodsComp_LG5x.png (18.62 Ko)

orient_error.pdf (7.49 Ko)

orient_error_backup.pdf (9.65 Ko)

out.pdf (20.28 Ko)

outdoor_exp.pdf (599.82 Ko)

outdoor_exp_backup.pdf (1.48 Mo)

process.pdf (37.18 Ko)

rmses.pdf (22.23 Ko)

rmses_backup.pdf (12.82 Ko)

sector_antenna (1).jpg (526.48 Ko)

sector_antenna.jpg (396.56 Ko)

smartphoneCoordinates.png (20.57 Ko)

source_axis_rotation_heatmaps.png (40.53 Ko)

source_axis_rotation_heatmaps2.pdf (37 Ko)

source_axis_rotation_heatmaps2.png (20.53 Ko)

source_axis_rotation_heatmaps2_backup.pdf (36.54 Ko)

source_axis_rotation_heatmaps2_backup_backup.pdf (62.83 Ko)

standard_deviations10.png (19.97 Ko)

tx_antenna.png (43.83 Ko)

unknown_ue_mcm.pdf (10.81 Ko)

unknown_ue_mcm_backup.pdf (12 Ko)

var_outdoor.pdf (8.07 Ko)

var_outdoor_backup.pdf (9.88 Ko)

Origine : Fichiers produits par l'(les) auteur(s)

Yanis Boussad : Connectez-vous pour contacter le contributeur

https://inria.hal.science/hal-02320342

Soumis le : lundi 21 octobre 2019-17:54:10

Dernière modification le : lundi 26 février 2024-11:22:10

Dates et versions

hal-02320342 , version 1 (21-10-2019)

hal-02320342 , version 2 (06-04-2020)

hal-02320342 , version 3 (14-04-2020)

Identifiants

HAL Id : hal-02320342 , version 1

Citer

Yanis Boussad, Leonardo Lizzi, Fabien Ferrero, Arnaud Legout. Evaluating smartphone performance for cellular power measurement. [Research Report] UCA, Inria; UCA, LEAT. 2019. ⟨hal-02320342v1⟩

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Evaluating smartphone performance for cellular power measurement

Résumé

Mots clés

Domaines

Dates et versions

Identifiants

Citer

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