Enhancing Tire Condition Monitoring through Weightless Neural Networks Using MEMS-Based Vibration Signals
Siddhant Arora,
Sridharan Naveen Venkatesh,
Vaithiyanathan Sugumaran
et al.
Abstract:Tire pressure monitoring system (TPMS) has a critical role in safeguarding vehicle safety by monitoring tire pressure levels. Keeping the accurate tire pressure is necessary for confirming comfortable driving and safety, and improving fuel consumption. Tire problems can result from various factors, such as road surface conditions, weather changes, and driving activities, emphasizing the importance of systematic tire checks. This study presents a novel method for tire condition monitoring using weightless neura… Show more
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