Sensor fusion is a process of combining sensor data or data derived from disparate sources so that the resulting information has less uncertainty than would be possible if these sources were used …

Jul 23, 2025 · Sensor fusion is a technique used to combine data from multiple sensors to provide a more complete and accurate representation of the environment or system being monitored.

Nov 19, 2002 · Sensor fusion is defined as the process of combining signals acquired from various sensor sources to create a more valuable and precise output than that provided by individual sensors.

Jan 11, 2021 · Just like us mammals, a machine benefits from receiving data from multiple sources. That’s the simple idea behind sensor fusion. A subdiscipline of information fusion, sensor fusion …

May 17, 2023 · Sensor fusion is a technique that combines data from multiple sensors to generate a more accurate and reliable understanding of the environment than what could be achieved using …

Multi-sensor fusion refers to methods used for combining information coming from several sensors (in some cases, different ones) with the aim to make one sensor compensate for the weaknesses of …

May 15, 2024 · Sensor fusion integrates data from multiple sensors to enhance machine functionality in robotics, self-driving cars and advanced signal processing.

Sep 23, 2025 · Sensor fusion is the science of bringing together data from multiple sensors to create a clearer and more reliable picture of the world. Instead of relying on a single input, like a camera or a …

Sensor fusion has the capacity to bring the inputs of several LIDARs, cameras & radars to form a single model of the environment in the region of a vehicle. The resulting model is more accurate as it …

Abstract—Multi-sensor fusion plays a critical role in enhanc-ing perception for autonomous driving, overcoming individual sensor limitations, and enabling comprehensive environmental understanding. …