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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the lecturer, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information
LecturerSavaresi Sergio Matteo
QualificationFull professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary GroupIINF-04/A - Systems And Control Engineering
Curriculum VitaeDownload CV (242.6Kb - 24/09/2013)
OrcIDhttps://orcid.org/0000-0001-5829-2323

Contacts
Office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
ELETTRONICA E INFORMAZIONE------TuesdayFrom 14:00
To 15:00
02/23993545---Per appuntamento: si prega di scrivere a savaresi@elet.polimi.it
E-mailsergio.savaresi@polimi.it
Personal websitehttps://savaresi.faculty.polimi.it/

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2026 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Camera-LiDAR Traffic Light Relevance Estimation as Graph-Matching for Autonomous Vehicles (Show >>)
Journal Articles
Hierarchical vision-driven automatic control of quality and speed in fusion laser cutting (Show >>)
LCF3D: A robust and real-time late-cascade fusion framework for 3D object detection in autonomous driving (Show >>)
Semi-Automated Transmission Control for Motorcycle Gearshift: Design, Data-Driven Tuning, and Experimental Validation (Show >>)
Virtual-bike control for a series human-powered electric bike via internal model control (Show >>)


List of publications and reserach products for the year 2025 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A Multimodal Hybrid Late-Cascade Fusion Network for Enhanced 3D Object Detection (Show >>)
A fast LiDAR registration algorithm for autonomous racing: track constrained Generalized Iterative Closest Point (tc-GICP) (Show >>)
Addressing the Minimum Fleet Problem for a Traditional and an Autonomous Car Sharing Service Based on Real Data (Show >>)
Autonomous Vehicle Localization on Standard Definition Maps Based on Camera and LiDAR Sensor Fusion (Show >>)
Data-driven Modeling and Optimization of Pinsa Dough Flattening with a Robot (Show >>)
Leveraging Smart Tunnel Systems: V2X-Driven Positioning for CAVs in GNSS-Denied Scenarios (Show >>)
Local Path Generation for Autonomous Navigation on Public Roads Based on Low-Definition Topological Maps (Show >>)
Non-linear Variational Bayes Multiple Model for Positioning in Highway Tunnel (Show >>)
Physics-aware learning of vehicle speed , from accelerometer data (Show >>)
Switching supervisory control in fusion laser cutting with vision-based process state detection (Show >>)
The Hidden Costs of Private Mobility: Public Land Occupation and Inefficiency in Milan (Show >>)
Towards velocity-based feedback control in laser cutting: benchmarking system capability on an industrial case study (Show >>)
Vision based robotic portion control for granular food (Show >>)
Journal Articles
Automatic Learning-Based Calibration of Assisted Motorcycle Gearshift: A Comparative Study (Show >>)
Automatic eCall in Powered Two-Wheeler: A Dynamics-Based Approach (Show >>)
Comfort-Oriented Energy Management for an e-Bike in Series Configuration With Experimental Validation (Show >>)
Control-oriented modelling and experimental validation of a controllable multichamber air spring suspension (Show >>)
Curvature-Optimal Merging Segment Planning for Autonomous Racing Vehicles (Show >>)
Design of a Cost Effective Spatial Image Registration System for Augmented Reality in Vehicular Applications (Show >>)
Determining the minimum urban fleet for a valet style autonomous mobility service using real trip data (Show >>)
E-Private Mobility Index: A Novel Tool for Assessing BEV Transition Feasibility (Show >>)
Joint non-invasive identification of an electrochemical and thermal model for an ultra high-power Li-ion pouch cell (Show >>)
Machine learning based car accident risk prediction for usage-based insurance (Show >>)
Twin-in-the-Loop disturbance rejection with application to active suspension systems (Show >>)
Velocity-based closed-loop control in fusion laser cutting for multi-directional and curved geometries (Show >>)


List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Patents
MISURARE UN CARICO SU UN VEICOLO AGRICOLO (Show >>)
Conference proceedings
An Automatic eCall System for Two-Wheeled Vehicles Via Smartphone Sensors (Show >>)
Evaluating the V2X latency for vehicle positioning: a comparison between 5G-V2X and ITS-G5 (Show >>)
Experimental Identification of a Lumped-Parameter Thermal Model of a Li-ion Pouch Cell Assembly (Show >>)
Mobile Robot Localization: a Modular, Odometry-Improving Approach (Show >>)
Multi-Object Tracking with Camera-LiDAR Fusion for Autonomous Driving (Show >>)
Optimized Closed-Loop Real-Time Speed Regulation With Loss-of Cut Active Monitoring in Laser Oxidation Cutting (Show >>)
Precision Plowing: An Approach for Clods Size Estimation via ECOC Classifier (Show >>)
Real-Time grid detection in sheet metal fiber laser cutting through coaxial monitoring (Show >>)
Regenerative Brake Blending in Electric Hypercars: Benchmarking and Implementation (Show >>)
Safety in e-Scooters: a Machine-Learning Approach for Online Second Passenger Detection (Show >>)
Self-tuning of the Virtual-Bike Control for a Human-Powered Electric Bike with Series Architecture (Show >>)
Socially Aware Local Planning: a Dynamic Window-based Approach (Show >>)
The Effect of Different Tyres on the Performance of an Anti-lock Braking System for Continuous Modulation Actuators (Show >>)
Time-Optimal Real-Time Energy Management Strategies for Hybrid Battery Packs in Electric Racing Cars (Show >>)
Trajectory Tracking for High-Performance Autonomous Vehicles with Real-Time Model Predictive Control (Show >>)
Vertical load estimation in tractors via in-wheel optical sensing (Show >>)
Editorship of scientific books
16th International Symposium on Advanced Vehicle Control: Proceedings of AVEC’24 – Society of Automotive Engineers of Japan (Show >>)
Journal Articles
A tyre wear modelling approach for vehicle dynamics simulation and control-oriented analyses with application to motorcycles (Show >>)
An Add-On Model Predictive Control Strategy for the Energy Management of Hybrid Electric Tractors (Show >>)
An innovative virtual sensing system for the vehicle-centric evaluation of emissions in the sustainable mobility transition (Show >>)
Bi-level path tracking control of tractor semi-trailers by coordinated active front steering and differential braking (Show >>)
Design of an automated street crossing management module for a delivery robot (Show >>)
Joint vehicle state and parameters estimation via twin-in-the-loop observers (Show >>)
Optimal Layout Co-Design in Hybrid Battery Packs for Electric Racing Cars (Show >>)
Optimization tools for Twin-in-the-Loop vehicle control design: analysis and yaw-rate tracking case study (Show >>)
Simultaneous Energy Management and Speed Control in a Hybrid Tractor With Experimental Validation (Show >>)
The Twin-in-the-Loop Approach for Vehicle Dynamics Control (Show >>)
Twin-in-the-loop state estimation for vehicle dynamics control: Theory and experiments (Show >>)


List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Patents
DISPOSITIVO DI RILEVAMENTO DI UNO O PIU’ PARAMETRI DI GUIDA DI UN VEICOLO (Show >>)
PROCEDIMENTO ED APPARATO PER REGOLARE L'ANGOLO DI STERZATA (Show >>)
SISTEMA DI COMANDO DELLA FRIZIONE DI UN MOTOVEICOLO (Show >>)
Conference proceedings
A comparative experimental study of LiDAR, camera, and LiDAR-camera localization algorithms for autonomous mobile robots on urban sidewalks (Show >>)
Active Driver Assistance Systems for e-Scooters based on Road Quality and Driving Style Estimation (Show >>)
An optimization based planner for autonomous navigation in vineyards (Show >>)
Combined stiffness and damping handling-oriented control of a multichamber suspension (Show >>)
Comfort-oriented Combined Damping and Stiffness Control of a Multichamber Suspension (Show >>)
Continuously Modulating Mixed SkyHook-ADD Suspension Control: Implementation, Performance and Sensor Reduction (Show >>)
Data-Driven Feedforward Compensation Tuning in Torque Vectoring Control (Show >>)
Dealing with the curse of dimensionality in Twin-in-the-Loop observer design (Show >>)
Energy Management in Pontryagin's Framework for Hybrid Tractors During Agricultural Operations (Show >>)
Experimental Validation of Vehicle Positioning with Ultra-Wide Band Roadside Infrastructure (Show >>)
GNSS-free Online Calibration of Inertial Measurement Units in Road Vehicles (Show >>)
Handling-Oriented Stiffness Control of a Multichamber Suspension (Show >>)
Integrated LTV-MPC Collision Avoidance of Autonomous Tractor Semi-trailers in Emergency Scenarios (Show >>)
Non-Invasive Experimental Identification of a Single Particle Model for LiFePO4 Cells (Show >>)
On Optimal Control of a Multichamber Air Spring and Experimental Validation over Speed Bumps (Show >>)
On queue length estimation in urban traffic intersections via inductive loops (Show >>)
Optimal smooth polynomial lane change generation for autonomous racing (Show >>)
Real Time Passenger Mass Estimation for e-scooters (Show >>)
Real-time roughness estimation in laser oxidation cutting via coaxial process vision (Show >>)
Robust tuning of Twin-in-the-Loop vehicle dynamics controls via randomized optimization (Show >>)
Vehicle Fuel Consumption Virtual Sensing from GNSS and IMU Measurements (Show >>)
Virtual-bike emulation in a series-parallel human-powered electric bike (Show >>)
Journal Articles
A Non-Optimization-Based Dynamic Path Planning for Autonomous Obstacle Avoidance (Show >>)
Active Preference Learning for Vehicle Suspensions Calibration (Show >>)
Data-Driven Optimal Tuning of BLDC Motors With Safety Constraints: A Set Membership Approach (Show >>)
Hybrid Kinematic-Dynamic Sideslip and Friction Estimation (Show >>)
Modeling, control design and experimental automatic calibration of a leveling system for combine harvesters (Show >>)
Multi-intersection traffic signal control: A decentralized MPC-based approach (Show >>)
Optimal Sizing and Analysis of Hybrid Battery Packs for Electric Racing Cars (Show >>)


List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Patents
A fishing reel of revolving spool type and related method of monitoring (Show >>)
AUTOMATIC CONTROL METHOD AND SYSTEM FOR THE VIRTUAL CONFINEMENT OF A LAND VEHICLE WITHIN A TRACK (Show >>)
DRIVING ASSISTANCE METHOD AND SYSTEM (Show >>)
METHOD AND SYSTEM OF ASSISTING THE EXECUTION OF PHYSICAL EXERCISES (Show >>)
METODO E RELATIVO SISTEMA DI CONTROLLO AUTOMATICO PER IL CONFINAMENTO VIRTUALE DI UN VEICOLO ENTRO UN TRACCIATO (Show >>)
METODO E SISTEMA DI CONTROLLO DI UN VEICOLO IN PRESENZA DI ACQUAPLANO (Show >>)
PROCEDIMENTO E MACCHINA PER UNA LAVORAZIONE LASER (Show >>)
PROCEDIMENTO E MACCHINA PER UNA LAVORAZIONE LASER CON STIMA DI RUGOSITA' (Show >>)
Conference proceedings
An Efficiency Based Approach for the Energy Management in HEVs (Show >>)
Assessing e-scooters safety and drivability characteristics: a quantitative analysis (Show >>)
Attitude control for a combine harvester: A cascade scheme approach (Show >>)
Auto-calibration with Stability Margins for Active Damping Control in Electric Drivelines (Show >>)
Comparing braking torque estimation approaches for active health monitoring of braking systems in aircraft (Show >>)
Experimental Validation of a Nonlinear Slip Control for 4-Wheel Drive Full Electric Vehicles (Show >>)
Experimental assessment of neural networks for tire-road force estimation (Show >>)
Robust data-driven approach for control desaturation in brake-by-wire actuators (Show >>)
Journal Articles
A Data-Driven, Vehicle-Independent Usage Monitoring System for Shared Fleets: Assessing Vertical and Longitudinal Wear (Show >>)
A data-driven switching control approach for braking systems with constraints (Show >>)
A wheel slip control scheme for aeronautical braking applications based on neural network estimation (Show >>)
An Efficient Eco-Planner for Autonomous Vehicles With Focus on Passengers Comfort (Show >>)
An Optimal Battery Sizing Co-Design Approach for Electric Racing Cars (Show >>)
Co-Design and Experimental Validation of a Gyroscopic Stabilizer for Powered Two-Wheelers (Show >>)
Design of a Charge-Sustaining Energy Management System for a Free-Floating Electric Shared Bicycle (Show >>)
Driving Style Assessment System for Agricultural Tractors: Design and Experimental Validation (Show >>)
Electrification potential of fuel-based vehicles and optimal placing of charging infrastructure: a large-scale vehicle-telematics approach (Show >>)
Feature extraction from multi-axis MEMS sensors for unbalance detection in non-stationary rotating conditions (Show >>)
Model predictive control of high-performance braking systems: a force-based approach (Show >>)
On optimal gear shifting in city bicycles (Show >>)
manifesti v. 3.14.6 / 3.14.6
Area Servizi ICT
14/08/2026