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Design of MDM System using BLE Beacon and Extended Kalman Filter


Affiliations
1 Department of Computer Engineering, Hannam University, Daedeok-gu, Daejeon, 34430, Korea, Republic of
2 Industrial Control System Research Section, ETRI, 34129, Korea, Republic of
 

Background/Objectives: For the security control, MDM effectively limits functionality of smart phone. However, the control and monitoring of mobile devices causes the user to suffer much inconvenience. Methods/Statistical Analysis: We performed experiments applying the Kalman filter and the BLE to improve location accuracy for MDM system. And designed a MDM system using the BLE and the central server, smart phones, CCTV, WiFi, etc. Findings: In the system proposed in this study, regardless of security zones and other regions through the existing RFID tags or input/output gates, the user’s access information is sent to the mobile security server depending on the precise indoor position by using beacons regarding the staff who has entered the security zone. Also, PUSH messages are transmitted so that mobile security control policies can be applied depending on the security classification of each zone of the house. For the proposed system, we were experimented on using six virtual BLE beacons in the system server. And noises included correction values obtain into more accurate correction values by applying the Kalman filter. Application/Improvements: The error of location measurement contained the noise turned out (11, 9.6) in the positioning coordinates (x, y). However, reduce error to (3.47, 5.02) if applying the extended Kalman filter.

Keywords

BLE Beacon, Bluetooth 4.0, Kalman Filter, MDM.
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  • Design of MDM System using BLE Beacon and Extended Kalman Filter

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Authors

Lim II-Kwon
Department of Computer Engineering, Hannam University, Daedeok-gu, Daejeon, 34430, Korea, Republic of
Lee Seoung Hyeon
Industrial Control System Research Section, ETRI, 34129, Korea, Republic of
Lee Jae-Gwang
Department of Computer Engineering, Hannam University, Daedeok-gu, Daejeon, 34430, Korea, Republic of
Mo Eun-Su
Department of Computer Engineering, Hannam University, Daedeok-gu, Daejeon, 34430, Korea, Republic of
Lee Jun-Hyeon
Department of Computer Engineering, Hannam University, Daedeok-gu, Daejeon, 34430, Korea, Republic of
Lee Jae-Kwang
Department of Computer Engineering, Hannam University, Daedeok-gu, Daejeon, 34430, Korea, Republic of

Abstract


Background/Objectives: For the security control, MDM effectively limits functionality of smart phone. However, the control and monitoring of mobile devices causes the user to suffer much inconvenience. Methods/Statistical Analysis: We performed experiments applying the Kalman filter and the BLE to improve location accuracy for MDM system. And designed a MDM system using the BLE and the central server, smart phones, CCTV, WiFi, etc. Findings: In the system proposed in this study, regardless of security zones and other regions through the existing RFID tags or input/output gates, the user’s access information is sent to the mobile security server depending on the precise indoor position by using beacons regarding the staff who has entered the security zone. Also, PUSH messages are transmitted so that mobile security control policies can be applied depending on the security classification of each zone of the house. For the proposed system, we were experimented on using six virtual BLE beacons in the system server. And noises included correction values obtain into more accurate correction values by applying the Kalman filter. Application/Improvements: The error of location measurement contained the noise turned out (11, 9.6) in the positioning coordinates (x, y). However, reduce error to (3.47, 5.02) if applying the extended Kalman filter.

Keywords


BLE Beacon, Bluetooth 4.0, Kalman Filter, MDM.



DOI: https://doi.org/10.17485/ijst%2F2016%2Fv9i29%2F130901