Modern tire monitoring systems must detect and measure multiple parameters simultaneously across diverse operating conditions. Current sensor arrays track pressure variations of 0.1 PSI, temperature changes of 0.5°C, and sub-millimeter variations in tread depth—all while compensating for road surface irregularities, vehicle dynamics, and environmental factors.

The core challenge lies in integrating multiple sensing modalities while maintaining measurement accuracy and reliability in harsh operating environments.

This page brings together solutions from recent research—including multi-sensor fusion systems, predictive wear modeling, automated pressure management, and real-time vibration analysis. These and other approaches focus on providing actionable insights for both individual vehicle owners and fleet operators while minimizing false alerts and maintenance overhead.

1. Vehicle Tire Sensor with Multi-Mode Ultra-Wideband Device for Sensing, Communication, and Ranging

NXP BV, 2025

A tyre monitoring sensor for vehicles that reduces cost by using an ultra-wideband (UWB) device that can switch between sensing, communication, and ranging modes. The sensor can measure tyre properties, transmit data, and determine its location on the vehicle using UWB. This eliminates the need for separate components to perform these functions. The sensor alternates between sensing, communicating, and ranging modes. After initial ranging to associate the sensor with a wheel, it only ranges on user input.

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2. Development of an Intelligent Instrumented Tire for Real-Time Hydroplaning Risk Estimation

alexandru vilsan, corina sandu, gabriel anghelache, 2025

<div>This study introduces an innovative intelligent tire system capable of estimating the risk total hydroplaning based on water pressure measurements within tread grooves. Dynamic represents important safety concern influenced by depth, design, and vehicle longitudinal speed. Existing systems primarily assess using wedge effect, which occurs predominantly in deep conditions. However, shallow water, is far more prevalent real-world scenarios, effect absent at higher speeds, could make existing unable to reliably risk. Groove flow a key factor dynamics, it governed two mechanisms: interception rate pressure. In both cases, groove will increase as result increasing speed for constant depth. Therefore, grooves also approaches critical Unlike conventional systems, proposed design utilizes amplitude shape measured signals from Experimental results indicate that peak increases with hydroplaning. Furthermore, overall signal be By addressing limitations current offers robust solution real-time estimation across diverse driving conditions.</div>

3. Developing smart tire pressure monitoring system: A performance evaluation of ESP32-C3 with ESP-NOW communication

reftito indi muhammad, giva andriana mutiara, muhammad rizqy alfarisi - Conscientia Beam, 2025

This study aims to develop a low-cost and energy-efficient Tire Pressure Monitoring System (TPMS) that provides real-time monitoring of tire pressure temperature using IoT-based wireless communication. The system was built the MS5803-14BA sensor, ESP32-C3 microcontroller, ESP-NOW protocol. Performance tested through laboratory real-world scenarios compared two commercial TPMS systems (Level A B). proposed achieved 95.91% accuracy, closely aligning with Level (99.87%) slightly outperforming B (95.35%). It showed highest sensitivity (10.00%) while maintaining stable readings (6.45%). In contrast, exhibited greater fluctuation (9.68%). protocol enabled reliable, low-power data transmission without interference. developed delivers high accuracy in detecting conditions real time demonstrates superior power efficiency environmental stability, making it strong alternative traditional RF-based solutions. can be integrated into smart vehicles or fleet management platforms, enhancing safety alerts enabling predictive maintenance. Future enhancements will include broader IoT connectivity, impro... Read More

4. Valve Stem Assembly with Externally Replaceable Battery and Spring-Loaded Terminal Connection to Separate Sensor

ASTRA SENSOR TECHNOLOGIES CORP, 2025

A tire pressure monitoring system with an externally replaceable battery in the valve stem. The valve stem has a removable core that holds the battery. The sensor is separate from the stem. The stem connects to the sensor via spring-loaded terminals. This allows battery replacement without removing the tire or stem. The stem interior cavity retains the battery. The stem core removably secures the battery. The stem is separated from the sensor by a connector. The stem has a port for airflow. The battery provides power to the sensor inside the stem.

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5. Wheel Balance Monitoring Method Utilizing TPMS Sensor Acceleration Signal Noise Analysis

CONTINENTAL AUTOMOTIVE TECHNOLOGIES GMBH, 2025

A method to monitor wheel balance in vehicles using existing TPMS sensors without additional hardware. The method involves measuring the noise of the raw acceleration signal from each wheel and comparing the variation to detect unbalanced wheels. It uses the standard deviations of the acceleration signals transmitted by the TPMS wheel units. If the variation exceeds a threshold over multiple iterations, indicating simultaneous noise on both wheels, it's interpreted as a bad road rather than wheel imbalance. This prevents false warnings from road vibrations. The reference averages are reset if both wheels exceed a threshold simultaneously to avoid false warnings from road conditions.

6. Automatic Programming System for Tire Pressure Monitoring Sensors with Database-Driven Program Retrieval and Verification Code Authentication

SYSGRATION LTD, 2025

Automatic programming of tire pressure monitoring sensors (TPMS) for vehicles that saves time and simplifies the programming process compared to manual selection of programming steps. The system uses a programming tool with a database of TPMS programs for different vehicle brands. When a new TPMS is connected, the tool issues a verification code. The TPMS checks if the code matches a pre-set value. If so, the TPMS sends back an installation code. The tool then retrieves the correct program for the vehicle brand from the database and sends it to the TPMS for programming.

7. Tire Pressure Monitoring System with Environmental Condition-Based Alert Calibration

GOODYEAR TIRE & RUBBER, 2025

A tire pressure monitoring system that provides more accurate and contextual tire pressure alerts based on environmental conditions like temperature, humidity, and weather. The system uses sensor data from the tires along with external environmental data to determine if a tire pressure warning is necessary. This allows adjusting the threshold for what constitutes an underinflated tire based on factors like cold weather, rain, and snow. The goal is to avoid false positives and unnecessary alerts in certain conditions where slight pressure drops may be normal.

8. Tire Condition Acquisition and Storage System with Location-Based Data Collection

SUMITOMO RUBBER INDUSTRIES LTD, 2025

Tire management system that can acquire tire condition information when a vehicle visits specific locations like service stations, and store it for later analysis. This allows diagnosing tire issues based on acquired data instead of relying solely on real-time monitoring. The system can also provide guidance to nearby repair shops, coupons for reduced fees, or route information to the closest service center when abnormalities are detected.

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9. Tire Wear Estimation System with Independent Sensor-Based Footprint and Shoulder Length Measurement

The Goodyear Tire & Rubber Company, 2024

A tire wear estimation system that accurately and reliably estimates tire wear state using easily obtained and accurate parameters, and which can operate independently of the vehicle CAN bus. The system involves mounting sensors on the tire to measure footprint length and shoulder length, as well as tire pressure and temperature. This data, along with tire identification, is used to predict tire wear using an analysis module.

10. Tire Pressure Monitoring System with Acceleration and Time-Based Sensor Control

SHANDONG HONGSHENG RUBBER TECH CO LTD, SHANDONG HONGSHENG RUBBER TECHNOLOGY CO LTD, SHANDONG HUASHENG RUBBER CO LTD, 2024

Power-saving tire pressure monitoring system that reduces energy consumption by intelligently controlling the sensor operation based on vehicle acceleration and time of day. The system has a microcontroller that monitors sensors like pressure, temperature, and acceleration. It uses a real-time clock to determine the time and day. The microcontroller puts the sensor system into a sleep state when the vehicle is stationary or at night to save power. It wakes up the sensors when acceleration indicates driving or it's daytime. This allows the system to operate without affecting the warning function while minimizing power consumption.

CN220662191U-patent-drawing

11. Internal Tire Temperature Monitoring System with Integrated Intelligent Sensor and Vehicle Terminal Connectivity

JIANGSU LUBIDA INTERNET OF THINGS TECH CO LTD, JIANGSU LUBIDA INTERNET OF THINGS TECHNOLOGY CO LTD, 2024

Monitoring device and method for detecting internal temperature of dangerous spots in mining tires to prevent blowouts and damage. The device involves installing an intelligent tire sensor inside the tire lining. It connects to a vehicle terminal. The method involves monitoring the sensor readings to detect abnormal temperatures in critical areas like belt joints. Early warning and remote alarm are provided to prevent tire failures. This addresses limitations of surface temperature monitoring, lack of internal sensors, and manual intervention.

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12. Intelligent Tire Monitoring System with Modular Parameter Sensing and Active Adjustment Capabilities

Taitong Tire Technology Co., Ltd., TTA TIRE TECHNOLOGY CO LTD, 2023

Intelligent tire monitoring system for vehicles that provides accurate tire performance monitoring and optimization to improve safety, comfort, and longevity of tires. The system uses separate modules for driving and non-driving wheels that monitor parameters like pressure, temperature, acceleration, and sound. It alerts to abnormal wear, tread status, and overload. The system can adjust tire parameters like pressure and temperature based on conditions to optimize performance. It also predicts tire safety, comfort, and grip in scenarios like wet roads or snow. This customized parameter feedback allows active tire tuning for optimal performance in various conditions.

13. Hierarchical Tire Pressure Monitoring System with Master-Slave Sensor Configuration for Enhanced Signal Integrity

Kunda Computer Technology Co., Ltd., MiTAC Digital Technology Corporation, KUNDA COMPUTER TECHNOLOGY CO LTD, 2023

Tire pressure monitoring system for vehicles with multiple tires that improves reliability for long wheelbase vehicles with distant tires. The system uses a master sensor near the vehicle's electronics and slave sensors further out. The master initiates tire pressure sensing and commands the slaves to measure. The slaves transmit data wirelessly to the master which then sends it to the central processing unit. This reduces attenuation compared to direct transmission from faraway sensors. If a sensor detects a fault, it sends an alert on a separate frequency to avoid interference.

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14. Handheld Device with Integrated Cameras and Sensors for 3D Modeling and Analysis of Tire Surface Features

Get Spiffy, Inc., 2023

Handheld device for quickly analyzing tire condition by capturing detailed images of the tread, sidewalls, and other tire features. The device uses cameras and sensors to create 3D models of the tire surface, measure tread depth, and detect anomalies. It provides real-time feedback and warnings for wear, damage, alignment issues, etc.

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15. Tire Pressure Detection System with Dual Antenna Configuration for RF and Bluetooth Transmission

SHIH-CHIN CHO, 2023

A tire pressure detection system with separated antennas that can transmit tire pressure data to vehicle systems and personal devices like smartphones. The system uses both radio frequency (RF) and Bluetooth signals from separate antennas in the tire pressure sensors. The RF antenna transmits to the vehicle's tire-pressure monitoring system, while the Bluetooth antenna transmits to external devices like smartphones. This eliminates the need for a separate signal converter in the vehicle and allows a direct display of tire pressure on personal devices.

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16. Tire Wear Estimation System Utilizing Tire-Mounted Sensors and Predictive Modeling Techniques

The Goodyear Tire & Rubber Company, 2023

Estimating tire wear using tire-mounted sensors and predictive models to provide accurate and reliable estimation of tire wear. The system uses tire sensors to generate one predictor of wear, and a lookup table or database to provide a second predictor including vehicle effects. These predictors are input into a model like an Artificial Neural Network to estimate tire wear rate.

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17. Integrated Tire Pressure Monitoring and Inflation System with Wheel-Mounted Pressure Sensors and Automated Compressor Activation

William Pamphile, Lande Pamphile, 2023

Automatic tire pressure monitoring system that tops up vehicle tires when they are under-inflated. It uses pressure sensors in the wheels to monitor tire pressure and a compressor to add air when needed. When a tire is below a safe level, the system activates the compressor to fill it to the proper pressure and maintain it there. The driver is warned if any tires are low.

18. Travel Distance-Based Wheel Bolt Retightening Notification System

ISUZU MOTORS LIMITED, 2023

A retightening notification system that alerts vehicle users to retighten wheel bolts. It uses a travel distance sensor to track how far a vehicle has traveled since the wheels were last tightened. When this distance exceeds a threshold specific to the vehicle, it triggers a notification to retighten the wheel bolts. This prevents loose bolts from causing wheels to come off while driving.

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19. Hierarchical Data Structure for Predicting Tire Wear Based on Historical Tread Values and Parameters

Bridgestone Americas Tire Operations, LLC, 2023

A system that predicts tire wear to enable proactive fleet management tasks like maintenance and replacements. The system uses a hierarchical data structure to aggregate historical tire tread values based on various parameters like vehicle, tire model, driver, route, etc. When current tread values are provided, the system matches them with similar historical values to predict wear rates.

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20. System for Determining Tire Positions Using Phase Angle Differences in Tire-Pressure Monitoring

SYSGRATION LTD., 2023

Tire-pressure monitoring system with automatic tire positioning for vehicles. The system uses phase angle differences between tire sensors and receiver antennas to accurately determine the horizontal and longitudinal positions of tires on a vehicle. This allows the tire sensors to be automatically positioned after installation without manual input or calibration.

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21. Integrated Tire Sensor and Internal Wheel Balancer Assembly with Circumferential Balancer Belt and Couplers Containing Loose Balancing Media

22. Handheld Device with Light Projection and Rotation Encoding for 3D Tire Surface Profiling

23. Method for Identifying Vehicle Wheel Location Changes Using Tire Pressure Monitoring System Message Pattern Analysis

24. Compensated Wheel Speed-Based Decompression Indicator for Indirect Tire Pressure Monitoring

25. Acoustic Frequency Spectrum Analysis System for Vehicle Tire Condition Monitoring

The continuous attempts to improve vehicle performance and safety are reflected in developments in tire monitoring technologies. These developmentsᅳwhich include integrated sensor assemblies to real-time feedback devicesᅳprovide vital information that aids drivers in maintaining ideal tire conditions.

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