Marco Lampacrescia

Title: Marco Lampacrescia: Innovator in Sensor Technology

Introduction

Marco Lampacrescia is a notable inventor based in Stuttgart, Germany. He has made significant contributions to the field of sensor technology, holding 3 patents that showcase his innovative approach to problem-solving in this domain.

Latest Patents

One of his latest patents is the creation of a map of the surroundings for a motorized domestic appliance. This invention involves transmitting signals and allocating reflections to points, forming a local distribution of these points. Points are discarded if their distribution does not correspond to a straight line to a predefined degree. In another variant, points that are too far from an average location are also discarded. The surroundings can be divided into tiles, and a normal distribution transformation for the points of a tile specifies an average location and variance. The variance is characterized by two eigenvectors in two dimensions, each with an eigenvalue that describes the variance contained in the eigenvector. A ratio between the larger and smaller eigenvalues indicates whether the distribution of variances is equal or unequal. If the quotient is 10 or more, a significant number of points in the tile may lie along a straight line.

Another significant patent by Lampacrescia is a method for calibrating a multi-sensor system using an artificial neural network. This method involves calibrating a sensor with respect to a reference trajectory that indicates a series of timely successive data values. It utilizes an encoder/decoder neural network with an encoder function and a successive decoder function. The method includes training both functions to minimize reconstruction errors between the reference trajectory and the output sensor trajectory, ultimately applying a calibration vector to enhance sensor accuracy.

Career Highlights

Throughout his career, Marco Lampacrescia has worked with prominent companies such as Robert Bosch and BSH Hausgeräte GmbH. His experience in these organizations has allowed him to refine his skills and contribute to various innovative projects.

Collaborations

Lampacrescia has collaborated with talented individuals in his field, including Huang Xiao and Sebastian Haug. These partnerships have further enriched his work and expanded the impact of his inventions.

Conclusion

Marco Lampacrescia is a distinguished inventor whose work in sensor technology has led to valuable patents and advancements in the field. His innovative spirit and collaborative efforts continue to drive progress in the industry.