-Abazeed, A., & Maciuk, K. (2026). Comprehensive review of advancements in low-cost sensor technologies for bridge deformation monitoring. Survey Review, 1–14.
-Agebjär, M., Zetterqvist, G., Gustafsson, F., Wahlström, J., & Hendeby, G. (2025). Road Roughness Estimation via Fusion of Standard Onboard Automotive Sensors. 1–8.
-Ajayi, O. O., Kurien, A. M., Djouani, K., & Dieng, L. (2025). An Integrated Machine Learning-Based Framework for Road Roughness Severity Classification and Predictive Maintenance Planning in Urban Transportation System. Applied Sciences, 15(24), 12916.
-Baimukhametov, G., & White, G. (2024). Development, Verification and Assessment of a Laser Profilometer and Analysis Algorithm for Microtexture Assessment of Runway Surfaces. Sensors, 24(23), 7661.
-Bidone, M. (2024). Design and Development of a Distributed Monitoring System for Bridges.
-Bisconsini, D. R., Selli, B. S. K., Katicha, S., & Flintsch, G. (2026). Modeling Pavement Roughness Using Simulated Vertical Accelerations Across Multiple Vehicles and Speeds. International Journal of Pavement Research and Technology, 1–17.
-Certada, N., Aghanouri, A., Gorospe, J., & Olaverri-Monreal, C. (2026). Multi-Modal Assessment of Road Roughness Using Smartphone Applications, Acceleration, and Passenger Ratings. arXiv Preprint arXiv:2606.03427.
-Gansonré, Y., Breul, P., Benz, M., & Gourves, R. (2025). Effect of Overloaded Traffic on Road Pavements Service Life, Structure and Maintenance Costs. Journal of Transportation Technologies, 15(3), 313–334.
-Ghanbari, M., Flaih Hassan, S., Salami, B., & Skitmore, M. (2026). Beyond initial costs: A holistic optimization model for sustainable pavement maintenance in Iraq. International Journal of Construction Management, 1–28.
-Islam, S., Buttlar, W. G., Aldunate, R. G., & Vavrik, W. R. (2014). Measurement of pavement roughness using android-based smartphone application. Transportation Research Record, 2457(1), 30–38.
-Jayakody, N., Robert, D., Navaratnarajah, S., Tran, H., Nasvi, M., Gunarathna, P., Kurukulasuriya, C., Giustozzi, F., Gunasekara, C., & Setunge, S. (2024). Road maintenance optimization using a probabilistic approach calibrated with 15-year monitoring data. Structure and Infrastructure Engineering, 1–20.
-Konieczny, L., Fabis, P., Matijošius, J., Duda, K., Deuszkiewicz, P., & Kilikevičius, A. (2025). Analysis of the Impact of Vibrations on the Driver of a Motor Vehicle. Applied Sciences, 15(10), 5510.
-Li, T., Ma, Z., Wei, Z., Ran, L., He, J., & Zhou, W. (2025). Self-Compensation Technology for Temperature Drift in Resonant Accelerometers. 1–4.
-Llopis-Castelló, D., Arce-Blanco, C., & Valdecantos-Álvarez, J. C. (2026). Before–after study of pavement roughness impact on vehicle fuel consumption and emissions. Transportation Research Part D: Transport and Environment, 151, 105131.
-Pipanmekaporn, L., Kamonsantiroj, S., Sutthaweekul, R., Lee, W., & Srisomboon, K. (2024). Smartphone-based Road Condition Sensing using Machine Learning techniques. 246–247.
-Purwanto, A., Tjendani, H. T., & Witjaksana, B. (2025). Analysis of Pavement Condition Using The International Roughness Index (IRI) Method With The Roadroid Application on The Genengan–Lembeyan Road Section In Magetan District. Journal of Social Research, 4(3), 337–346.
-Sang, Y., Yu, Q., Fang, Y., Vo, V., & Wix, R. (2024). Smartphone-based IRI estimation for pavement roughness monitoring: A data-driven approach. IEEE Internet of Things Journal, 11(11), 19708–19720.
-Sarkar, H., & Sinha, S. (2026). State-of-the-art review of pavement deterioration models for enhancing transportation infrastructure management. International Journal of Pavement Engineering, 27(1), 2633306.
-Shrestha, S., Kunwar, D. B., Shrestha, A. R., Kafle, S. R., & Amgain, A. (2025). A Historical Review of Pavement Management Approaches Employed in Nepal. International Journal on Engineering Technology and Infrastructure Development, 2(1), 284–303.
-Sias, J. E., Dave, E. V., Underwood, B. S., Bowers, B. F., Harvey, J. T., Henning, T. F., Tighe, S. L., Jacobs, J. M., Pregnolato, M., & Qiao, Y. (2025). Climate change impacts on roadways. Nature Reviews Earth & Environment, 6(9), 555–573.
-Stan, C., & Oprea, R. A. (2026). Vibration Comfort Assessment Methods in Heavy Vehicles: Models, Standards and Numerical Approaches—A State-of-the-Art Review. Technologies, 14(2), 98.
-Tarnini, Y., Gharaibeh, N. G., Kutela, B., & Gao, L. (2026). Assessing Pavement Crash Susceptibility for Consideration in Pavement Management Decisions. Journal of Transportation Engineering, Part B: Pavements, 152(2), 04026015.
-Wasiq, S., Golroo, A., Amani, M. J., & Hajikarimi, P. (2025). Prediction of pavement performance via smatrphone vibration-induced unevenness signature using machine learning. Scientific Reports.
-Xu, H., Chen, X., Chen, J., Shi, L., Yang, D., Wang, Z., & Yang, Y. (2025). Review of vehicle scanning method for bridges from 2004 to 2024. International Journal of Structural Stability and Dynamics, 25(19), 2530003.
-Yan, C., & Wei, Y. (2025). Integrated Design, Performance Testing, and Field Application of a Novel MEMS Acceleration Sensor with Long-Term Service Life for Road Infrastructure Monitoring. International Journal of Pavement Research and Technology, 1–21.
-Yiliguoqi, B., Siriguleng, B., Arong, Guo, G., & Wang, J. (2026). Research on the evaluation and analysis of road surface roughness based on smartphone sensors and SVM. Scientific Reports.
-Zhang, J., Zhou, S., Nie, L., & Guo, W. (2025). An Intelligent Evaluation Approach for Riding Comfort Incorporating Vehicle Vibration Acceleration Distribution Characteristics. International Journal of Pavement Research and Technology, 1–20.