Alessandro Polo

ICT Engineer

Expertise

Anything Software

Design, Development and Integration of Complex architectures and Distributed systems

AI & Problem Solving

Machine Learning (SVM, DNN) and Multi-Objective Evolutionary Optimization techniques

Mission Critical Applications

Decision Support Systems for Fleet and Emergency management, TETRA networks

IoT & Wireless Localization

Distributed computing, Passive Tracking and Innovative Location-based services

Work

2018 - current

Researcher

@ ELEDIA Research Center

Department of Information Engineering and Computer Science

University of Trento, Italy

2000 - 2012

Freelance

Consultant & Developer

in the field of Software, Networking, Security, Automation and Smart Home

Education

2018

Doctor of Philosophy

Doctoral School in Information and Communication Technology

University of Trento, Italy

2012

Master's degree in Telecommunications Engineering

Faculty of Engineering

University of Trento, Italy

2005

Bachelor degree in Electronics and Telecommunications Engineering

Faculty of Engineering

University of Trento, Italy

2000

High School Diploma

Liceo Ginnasio

Rovereto, Italy

Research Activities

Selected Publications (max 5 of 36+)

Wireless Architectures for Heterogeneous Sensing in Smart Home Applications

F. Viani, F. Robol, A. Polo, P. Rocca, G. Oliveri, and A. Massa, "Wireless architectures for heterogeneous sensing in smart home applications – Concepts and real implementations," Proceedings of the IEEE – Special Issue on 'The Smart Home,' Invited Paper, vol. 101, no. 11, pp. 2381-2396, November 2013.

Semantic Wireless Localization of Wi-Fi Terminals in Smart Buildings

H. Ahmadi, A. Polo, T. Moriyama, M. Salucci, and F. Viani, "Semantic wireless localization of WiFi terminals in smart buildings," Radio Science – Special Issue on ‘Innovative Microwave Devices, Methods and Applications,' Invited Paper, vol. 51, no. 6, pp. 876-892, June 2016.

Low-cost Wireless Monitoring and Decision Support for Water Saving in Agriculture

F. Viani, M. Bertolli, M. Salucci, and A. Polo, "Low-cost wireless monitoring and decision support for water saving in agriculture," IEEE Sensors Journal, vol. 17, no. 13, pp. 4299-4309, July 2017.

Co-design of Unconventional Array Architectures and Antenna Elements for 5G Base Stations

G. Oliveri, G. Gottardi, F. Robol, A. Polo, L. Poli, M. Salucci, M. Chuan, C. Massagrande, P. Vinetti, M. Mattivi, R. Lombardi, and A. Massa, "Co-design of unconventional array architectures and antenna elements for 5G base stations," IEEE Transactions on Antennas and Propagation - Special Issue on "Antennas and Propagation Aspects of 5G Communications," vol. 65, no. 12, pp. 6752-6767, Dec. 2017.

An Iterative Classification Strategy for Multi-Resolution Wireless Sensing of Passive Targets

F. Viani, M. D. Migliore, A. Polo, M. Salucci, and A. Massa, "An iterative classification strategy for multi-resolution wireless sensing of passive targets," Electronics Letters, vol. 54, no. 2, pp. 101-103, 2018.

Theses

PhD Thesis: "Innovative Wireless Localization Techniques and Applications"

Opportunistic approaches based on the analysis of electromagnetic field indicators (i.e., received signal strength and channel state information) for the presence detection, the localization, the tracking and the posture recognition of cooperative and non-cooperative (device-free) users in indoor environments are proposed and validated in real world test sites. The methodologies are designed to exploit existing wireless infrastructures and commodity devices without any hardware modification. In outdoor environments, a decision support system for emergency response and Civil Defense assets management (i.e., personnel and vehicles equipped with TETRA mobile radio) is described in terms of architecture and results of two-years of experimental validation.

Advisor: Prof. Giacomo Oliveri

Master Thesis: "Study and development of an innovative 3G/4G wireless network analysis tool"

EVoKE is a full scale anomaly detection system for 2G, 3G, 4G cellular networks. It includes many statistical detectors (Multipass Modified three-sigma, MAD, Median Rule, BoxPlot) and a WAVELET based pattern matching detector for complex anomalies. Many filters have been included in order to improve detected alarms performance (e.g. false-positive rate) and in order to enable advanced data-mining and inference based methodologies. Moreover some filters have been specifically designed for Vodafone needs. Thanks to design and optimized algorithms, EVoKE is able to evaluate more than 30.000 cells (daily analysis) in 16 seconds. It has been tested during 2012 by Vodafone Omnitel N.V.

Advisor: Prof. Andrea Massa

Bachelor Thesis: "Development of a Video and Image Processing Library - VETLib"

Video and Image Processing ANSI C++ Library, designed for testing and developing filters, (de)coders and final applications. Features: multi-platform; supports v4l, qt, gtk, DirectX; source documentation and manuals; tools for students.

Advisor: Prof. Francesco De Natale

Awards

Yarman-Carlin Student Paper Award

Award for the paper "Improved Wireless Localization of Mobile Devices in Smart Indoor Scenarios" at the Proc. 2015 IEEE Mediterranean Microwave Symposium (MMS'2015).

Lecce, Italy

InSIEm Award "Giovani verso l'Impresa"

Award for the project prototype "DOMiNO - Decision suppOrt system for fleet Management and mIssioN cOntrol" at the XX Riunione Nazionale di Elettromagnetismo (RiNEm'2014).

Padova, Italy

Favorite Development platforms

HTML5
senior (+10y)
Java
guru (+15y)
Python, R, Matlab
medium (2y)
C/C++
senior (+10y)
.NET (ASP, C#, VB)
expert (+5y)


Some old software projects are available on my GitHub

Contact Information

Location and Time Zone
Trento, Italy
Central Europe (GMT+1)
Email Address
contact @ alessandropolo.name
alessandro.polo.1 @ unitn.it