Pakistan Science Abstracts
Article details & metrics
No Detail Found!!
A ble beacon global tracking strategy for small robot using an esp32 beacon system and gps
Author(s):
1. Fredy H. Martínez S.: Facultad Tecnológica, Universidad Distrital Francisco José de Caldas,Bogotá D. C.,Colombia
2. Angélica V. Rendón C.: Facultad Tecnológica, Universidad Distrital Francisco José de Caldas,Bogotá D. C.,Colombia
Abstract:
This study aims to estimate the position of a small robot in both outdoor and indoor environments using a combination of RSSI-to-distance calculation, trilateration, and MQTT protocol for communication between ESP32 stations and the server. RSSI is utilized to approximate the distance between the ESP32 and the beacon, while trilateration is employed to determine the precise position of the beacon. The ratio of the imaginary circles is calculated by various signal measurement techniques, and the MQTT protocol is used to set up communication between ESP32 stations and the server. Once the beacon device is visible to all three ESP32 modules, trilateration takes place, and the position of the BLE beacon is displayed as a web page. The server collects the largest RSSI values from the nearest three ESP32 stations, and trilateration is performed from the distances obtained, with the coordinates being sent to the dashboard for visual representation. This strategy is supported by a GPS in outdoor environments, and indoors when structures allow it. Furthermore, the study includes the implementation of an experimental procedure and findings that involve utilizing ESP32 modules as scanning stations to track a BLE beacon.
Page(s): 147-153
Published: Journal: ARPN Journal of Engineering and Applied Sciences, Volume: 19, Issue: 3, Year: 2024
Keywords:
GPS , ESP32 , position estimation , BLE beacon , trilateration , MQTT protocol , indooroutdoor tracking , scanning stations , RSSI
References:
[1] Kunze Lars,Hanheide Marc,Krajnak T. .2018 .Artificial intelligence for long-term robot autonomy: A survey. arXiv: 1-8., : .
[2] Miseikis Justinas,Fruh Michael,Fruh Hansruedi .2020 .Lioa personal robot assistant for human-robot interaction and care applications. IEEE Robotics and Automation Letters, 3007462(4) : 3766-5346.
[3] Fadhil Muhammad,Edlund Ginting,Gao Jay,Ali-Akbar Jay .2021 .CHORD: Distributed data-sharing via hybrid ROS 1 and 2 for multi-robot exploration of large-scale complex environments. IEEE Robotics and Automation Letters, 3061393(3) : 3766-5071.
[4] Martínez F.,Jacinto E.,Martínez F. .2020 .Obstacle detection for autonomous systems using stereoscopic images and bacterial behaviour. International Journal of Electrical and Computer Engineering, 8708(2) : pp2164-2172.
[5] Louro Paula .2021 .edited by Robert A. Lieberman, Francesco Baldini and Jiri Homola. SPIE. doi:10.1117/12, : .
[6] Cengiz Korhan .2020 .Comprehensive analysis on least-squares lateration for indoor positioning systems. IEEE Internet of Things Journal, 3020888(4) : 4662-2856.
[7] Sun Danshi,Xu Shiyi .1995 .Optimized CNNs to indoor localization through BLE sensors using improved PSO. , 10(6) : 8220.
[8] Spachos Petros,Plataniotis Konstantinos .2021 .Ble beacons in the smart city: Applications, challenges. , 10 : 1-6.
[9] Martinez F.,Hernandez C.,Rendon A. .2020 .Identifier of human emotions based on convolutional neural network for assistant robot. TELKOMNIKA (Telecommunication Computing Electronics and Control), 10(3) : 14777-1504.
[10] Noopur Tyagi,Singh Jaiteg,Singh Saravjeet .2022 .Data Analytics for Business and Industry (ICDABI). IEEE. doi:10.1109/icdabi56818, 10041504 : .
[11] Ali Raza,Akhter Shahmir,Liut Michael .2021 .Comparing and evaluating indoor positioning techniques. In: 2021 International Conference on Indoor Positioning and Indoor, : .
[12] Manjarini Mallik .2023 .Paving the way with machine learning for seamless indoor-outdoor positioning: A survey. Information Fusion, 01(1) : 2535-151.
[13] Surendra Pothuri,Anand Veena .2022 .Intelligent scanning period dilation based wi-fi fingerprinting for energy efficient indoor positioning in IoT applications. The Journal of Supercomputing, 10 : 8542.
[14] Baoding Zhou,Li Qingquan .2023 .Wi-fi RTT/encoder/INSbased robot indoor localization using smartphones. IEEE Transactions on Vehicular Technology, 3234283 : 1-13.
[15] Lee Gunwoo,Byeong-Cheol Moon,Lee Sangjae,ISSN Sangjae .2020 .Fusion of the SLAM with wi-fibased positioning methods for mobile robot-based learning data collection, localization, and tracking in indoor spaces. Sensors, 10(18) : 8220.
[16] Ketan Ramaneti .2021 .IoT based 2d indoor navigation system using BLE beacons and dijkstra's algorithm. IEEE. doi:10.1109/icccnt51525, 9580047 : .
[17] Naimi Mahdi,Jamal Mahdi,Sadeghpour Farnaz .2022 .A web-based platform for real-time visualization of tof UWB tracking in construction sites. In: Lecture Notes in Civil Engineering, 10 : 27-343.
[18] Nicolas Lhomme,Barrowes Benjamin E.,George David C.,Jr. John H. Holloway J. Thomas,Broach J. Thomas .2011 .EMI sensor positioning using a beacon approach. SPIE. doi:10.1117/12, : .
[19] Magadevi N.,Jawahar Senthil Kumar V. .2017 .Energy efficient, obstacle avoidance path planning trajectory for localization in wireless sensor network. Cluster Computing, 10(S5) : 7857-10535.
[20] Sourabh R.,Misal S. R.,Prajwal H. M.,Niveditha H. M.,Vinayaka S.,Veena S. .2020 .Indoor positioning system (IPS) using ESP32, MQTT and bluetooth. In: 2020 Fourth International Conference on Computing Methodologies and Communication (ICCMC). IEEE. doi:10.1109/iccmc48092, 00015 : .
[21] Thai-Mai Thi Dinh,Ngoc-Son Duong Kumbesan,Sandrasegaran Kumbesan .2020 .Smartphone-based indoor positioning using BLE iBeacon and reliable lightweight fingerprint map. IEEE Sensors Journal, 2989411(17) : 437X-10294.
[22] Nikos Papadakis,Kandris Dionisis .2021 .An IoT-based participatory antitheft system for public safety enhancement in smart cities. Smart Cities, 10(2) : 6511-937.
[23] Zied Mohamed,Chaari Mohamed,Aljaberi Abdulaziz .2021 .Real-time monitoring of indoor healthcare tracking using the internet of things based IBeacon. In: Lecture Notes in Networks and Systems, 10 : 32.
[24] Alexandru-Tudor Popovici,Constantin-Catalin Dosoftei Cristina,Budaciu Cristina,ISSN Cristina .2022 .Kinematics calibration and validation approach using indoor positioning system for an omnidirectional mobile robot. Sensors, 10(22) : 8220.
[25] Yunck Thomas,Melbourne William,Thoenton C. .1985 .GPS-based satellite tracking system for precise positioning. IEEE Transactions on Geoscience and Remote Sensing, 289434(4) : 2892-457.
[26] Jonathan W.,Campbell W. .2002 .STARSAT: a joint NASA/AF project for laser calibration of small objects in space. In: SPIE Proceedings, edited by Claude R. Phipps. SPIE. doi:10.1117/12, : .
Citations
Citations are not available for this document.
0

Citations

0

Downloads

16

Views