Astarita, V., Caruso, M. V., Danieli, G., Festa, D. C., Giofrè, V. P., Iuele, T., & Vaiana, R. (2012). A mobile application for road surface quality control: UNIquALroad. Procedia - Social and Behavioral Sciences, 54, 1135–1144. https://doi.org/10.1016/j.sbspro.2012.09.828
DOI: https://doi.org/10.1016/j.sbspro.2012.09.828
Badurowicz, M., & Cieplak, T. (2019). Real-time road quality assessment using smartphones and cloud lambda architecture. MATEC Web of Conferences, 252, 03011. https://doi.org/10.1051/matecconf/201925203011
DOI: https://doi.org/10.1051/matecconf/201925203011
Badurowicz, M., Cieplak, T., & Montusiewicz, J. (2016). The cloud computing stream analysis system for road artefacts detection. In P. Gaj, A. Kwiecień & P. Stera (Eds.), Computer Networks: 23rd International Conference, Proceedings (pp. 360–369). Springer International Publishing. https://doi.org/10.1007/978-3-319-39207-3_31
DOI: https://doi.org/10.1007/978-3-319-39207-3_31
Badurowicz, M., Montusiewicz, J., & Karczmarek, P. (2020). Detection of road artefacts using fuzzy adaptive thresholding. 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (pp.1–8). IEEE. https://doi.org/10.1109/FUZZ48607.2020.9177822
DOI: https://doi.org/10.1109/FUZZ48607.2020.9177822
Czerwinski, D., & Przylucki, S. (2016). Open-source microcontroller development board in wireless sensor networks classes. ICERI2016 Proceedings, 1, 2294–2300. https://doi.org/10.21125/iceri.2016.1504
DOI: https://doi.org/10.21125/iceri.2016.1504
ESP32 Series Datasheet. (2023). Espressif Systems (Shanghal) https://www.espressif.com/sites/default/files/documentation/esp32_datasheet_en.pdf
Generalna Dyrekcja Dróg Krajowych i Autostrad. (2022). Raport o stanie technicznym nawierzchni sieci dróg krajowych na koniec 2021 roku. https://www.gov.pl/web/gddkia/raport-o-stanie-technicznymnawierzchni-sieci-drog-krajowych-na-koniec-2021-roku
Gonzalez, L. C., Moreno, R.., Escalante, H. J., Martinez, F., & Carlos, M. R. (2017). Learning roadway surface disruption patterns using the bag of words representation. IEEE Transactions on Intelligent Transportation Systems (pp. 1–13). IEEE. https://doi.org/10.1109/TITS.2017.2662483
DOI: https://doi.org/10.1109/TITS.2017.2662483
Hart, M. (2022). TinyGPSPlus. https://github.com/mikalhart/TinyGPSPluskamami.pl. (2022). GY-GPS6MV2. https://kamami.pl/gps/563067-gy-gps6mv2-modul-gps-z-ukladem-u-blox-neo-6m.html
Kono, A. (2020). MPU9250_asukiaaa. https://github.com/asukiaaa/MPU9250_asukiaaa
Loprencipe, G., de Almeida Filho, F. G. V., de Oliveira, R. H., & Bruno, S. (2021). Validation of a low-cost pavement monitoring inertial-based system for urban road networks. Sensors, 21(9), 3127. https://doi.org/10.3390/s21093127
DOI: https://doi.org/10.3390/s21093127
Mednis, A., Strazdins, G., Zviedris, R., Kanonirs, G., & Selavo, L. (2011). Real time pothole detection using android smartphones with accelerometers. 2011 International Conference on Distributed Computing in Sensor Systems and Workshops, DCOSS’11 (pp. 1-6). IEEE. https://doi.org/10.1109/DCOSS.2011.5982206
DOI: https://doi.org/10.1109/DCOSS.2011.5982206
Mohan, P., Padmanabhan, V. N., & Ramjee, R. (2008). TrafficSense : Rich monitoring of road and traffic conditions using mobile smartphones. In The 6th ACM Conference on Embedded Networked Sensor Systems (pp. 1–29). The ACM Digital Library. https://doi.org/MSR-TR-2008-59
Nguyen, V. K., Renault, É., & Ha, V. H. (2019). Road anomaly detection using smartphone: a brief analysis. Mobile, Secure, and Programmable Networking. MSPN 2018. Lecture Notes in Computer Science (vol. 11005). Springer. https://doi.org/10.1007/978-3-030-03101-5_8
DOI: https://doi.org/10.1007/978-3-030-03101-5_8
Pérez, E., Araiza, J. C., Pozos, D., Bonilla, E., Hernández, J. C., & Cortes, J. A. (2021). Application for functionality and registration in the cloud of a microcontroller development board for IoT in AWS. Applied Computer Science, 17(2), 14–27. https://doi.org/10.23743/acs-2021-10
DOI: https://doi.org/10.35784/acs-2021-10
Powiatowy Zarząd Dróg w Hrubieszowie. (2022). Ocena stanu technicznego dróg powiatowych powiatu hrubieszowskiego. https://www.starostwo.hrubieszow.pl/dat/attach/2022-04/31923_ad-10-ocena-stanutechnicznego-2021.pdf
Singh, G., Bansal, D., Sofat, S., & Aggarwal, N. (2017). Smart patrolling: An efficient road surface monitoring using smartphone sensors and crowdsourcing. Pervasive and Mobile Computing, 40, 71–88. https://doi.org/10.1016/j.pmcj.2017.06.002
DOI: https://doi.org/10.1016/j.pmcj.2017.06.002
Vamsee, K. K. M., Vimalkumar, K., Vinodhini, R. E., & Archanaa, R. (2017). An early detection-warning system to identify speed breakers and bumpy roads using sensors in smartphones. International Journal of Electrical and Computer Engineering, 7(3), 1377–1384. https://doi.org/10.11591/ijece.v7i3.pp1377-1384
DOI: https://doi.org/10.11591/ijece.v7i3.pp1377-1384