Vytenis Surblys

1. Introduction Road surface characteristics substantially affect vehicle dynamics, particularly regarding stability and passenger comfort [1]. These attributes are essential for autonomous cars, which require precise and instantaneous data on road conditions to guarantee safe and pleasant operation [2]. Prior research has indicated that accelerometer data analysis may effectively identify road surface imperfections; nonetheless, there is a need for more efficient data processing methodologies [3].