Elisabetta Farella

Elisabetta Farella, Ph.D., is the lead researcher of the Energy Efficient Embedded Digital Architectures (E3DA) unit at the Fondazione Bruno Kessler in Trento, Italy. Her research is in the field of energy-independent embedded systems that are, at the same time, equipped with artificial on-board intelligence. Examples of such systems are Wireless Sensor Networks, wearable electronics, Internet of Things from the point of view of devices equipped with smart sensors and actuators. These technologies are used in various application fields from motor rehabilitation to human-machine interaction, especially in smart cities and communities. She worked since 2014 as coordinator of the research activities on-body sensor and actuators networks, smart objects and tangible interfaces at the Department of Electrical, Electronic and Information Engineering (DEI) at the University of Bologna (www.dei.unibo.it) within the group of Prof. Luca Benini. From Spring 2001 to end of 2005 she was research fellow at CINECA Visit Lab (https://www.cineca.it/). From 2006 to 2010 she was research supervisor at T3lab (www.t3lab.it) of 3 groups of researchers working on embedded systems (wireless sensor networks, ambient assisted living, RFID). Elisabetta participates with different roles in several National and International projects (e.g. EU projects), cooperating with industries and academies.

Networked energy-efficient embedded systems, IoT, wearables, smart sensors, AI at the edge, TinyML

1. Tremonti, Matteo; Dalle Pezze, Davide; Paissan, Francesco; Farella, Elisabetta; Antonio Susto, Gian,
   An empirical evaluation of tinyML architectures for Class-Incremental Continual Learning,
   2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops),
   2024
2. Ancilotto, Alberto; Paissan, Francesco; Farella, Elisabetta,
   XiNet-pose: Extremely lightweight pose detection for microcontrollers,
   2024 Design, Automation and Test in Europe Conference,
   2024
3. Ancilotto, Alberto; Farella, Elisabetta,
   Painting the Starry Night using XiNets,
   2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops),
   2024
4. Ancilotto, Alberto; Paissan, Francesco; Farella, Elisabetta,
   XimSwap: many-to-many face swapping for TinyML,
   in «ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS»,
   2023
5. Kumaravel, Velu Prabhakar; Pale, Una; Teijeiro, Tomas; Farella, Elisabetta; Alonso, David Atienza,
   Knowledge Distillation-based Channel Reduction for Wearable EEG Applications,
   in «IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS»,
   2023
6. Ancilotto, Alberto; Paissan, Francesco; Farella, Elisabetta,
   PhiNet-GAN: Bringing real-time face swapping to embedded devices,
   2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops),
   IEEE,
   2023
   , pp. 677-
   682
7. Paissan, Francesco; Sahabdeen, Anisha Mohamed; Ancilotto, Alberto; Farella, Elisabetta,
   Improving latency performance trade-off in keyword spotting applications at the edge,
   2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI),
   IEEE,
   2023
   , pp. 299-
   304
8. Leoni, Elia; Osman, Anas; Steccanella, Andrea; Gonnella, Pierpaolo; Darin, Marco; Murphy, Amy L.; Farella, Elisabetta,
   Validating Vehicular Localization Indoor using UWB: Challenges and Solutions,
   2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI),
   IEEE,
   2023
   , pp. 27-
   32
9. Ancilotto, Alberto; Paissan, Francesco; Farella, Elisabetta,
   XiNet: Efficient Neural Networks for tinyML,
   2023 IEEE/CVF International Conference on Computer Vision (ICCV),
   IEEE/CVF,
   2023
   , pp. 16922-
   16931
10. Kumaravel, Velu Prabhakar; Farella, Elisabetta,
    IMU-integrated Artifact Subspace Reconstruction for Wearable EEG Devices,
    2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM),
    IEEE,
    2023
    , pp. 2508-
    2514
11. Paissan, Francesco; Ancilotto, Alberto; Farella, Elisabetta,
    PhiNets: a scalable backbone for low-power AI at the edge,
    in «ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS»,
    2022
12. Leoni, Elia; Cencetti, Giulia; Santin, Gabriele; Istomin, Timofei; Molteni, Davide; Picco, Gian Pietro; Farella, Elisabetta; Lepri, Bruno; Murphy, Amy L.,
    Measuring close proximity interactions in summer camps during the COVID-19 pandemic,
    in «EPJ DATA SCIENCE»,
    vol. 11,
    n. 1,
    2022
13. Cerutti, Gianmarco; Cavigelli, Lukas; Andri, Renzo; Magno, Michele; Farella, Elisabetta; Benini, Luca,
    Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks,
    in «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS»,
    2022
    , pp. 1-
    11
14. Kumaravel, Velu Prabhakar; Farella, Elisabetta; Parise, Eugenio; Buiatti, Marco,
    NEAR: An artifact removal pipeline for human newborn EEG data,
    in «DEVELOPMENTAL COGNITIVE NEUROSCIENCE»,
    vol. 54,
    2022
    , pp. 101068-
15. Ancilotto, Alberto; Paissan, Francesco; Farella, Elisabetta,
    On the Role of Smart Vision Sensors in Energy-Efficient Computer Vision at the Edge,
    2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops),
    IEEE,
    2022
    , pp. 497-
    502
16. Paissan, Francesco; Ancilotto, Alberto; Brutti, Alessio; Farella, Elisabetta,
    Scalable neural architectures for end-to-end environmental sound classification,
    2022 IEEE International Conference on Acoustics, Speech and Signal Processing,
    IEEE,
    2022
    , pp. 641-
    645
17. Brutti, Alessio; Paissan, Francesco; Ancilotto, Alberto; Farella, Elisabetta,
    Optimizing PhiNet architectures for the detection of urban sounds on low-end devices,
    Proceedings of the European Signal Processing Conference,
    2022
    , pp. 1121-
    1125
18. Kartsch, Victor Javier; Kumaravel, Velu Prabhakar; Benatti, Simone; Vallortigara, Giorgio; Benini, Luca; Farella, Elisabetta; Buiatti, Marco,
    Efficient Low-Frequency SSVEP Detection with Wearable EEG Using Normalized Canonical Correlation Analysis,
    in «SENSORS»,
    vol. 22,
    n. 24,
    2022
    , pp. 9803-
19. Paissan, Francesco; Kumaravel, Velu Prabhakar; Farella, Elisabetta,
    Interpretable CNN for Single-Channel Artifacts Detection in Raw EEG Signals,
    2022 IEEE Sensors Applications Symposium (SAS),
    IEEE,
    2022
    , pp. 1-
    6
20. Martín-Morató, Irene; Paissan, Francesco; Ancilotto, Alberto; Heittola, Toni; Mesaros, Annamaria; Farella, Elisabetta; Brutti, Alessio; Virtanen, Tuomas,
    Low-complexity acoustic scene classification in DCASE 2022 Challenge,
    DCASE challenge 2022,
    2022
21. Kumaravel, Velu Prabhakar; Buiatti, Marco; Parise, Eugenio; Farella, Elisabetta,
    Adaptable and Robust EEG Bad Channel Detection Using Local Outlier Factor (LOF),
    in «SENSORS»,
    vol. 22,
    n. 19,
    2022
    , pp. 7314-
22. Leoni, Elia; Murphy, Amy L.; Farella, Elisabetta,
    Poster: Evaluating RFID for Automatic Checkout in Smart Retail,
    EWSN '22: Proceedings of the 2022 INTERNATIONAL CONFERENCE ON EMBEDDED WIRELESS SYSTEMS AND NETWORKS,
    2022
23. Zanella, Luca; Wang, Yiming; Dall'Asen, Nicola; Ancilotto, Alberto; Paissan, Francesco; Ricci, Elisa; Farella, Elisabetta; Brutti, Alessio; Pistore, Marco,
    Responsible AI at the edge: towards privacy-preserving smart cities,
    Ital-IA 2022, Secondo Convegno del Laboratorio nazionale CINI-AIIS,
    2022
24. Bajovic, Dragana; Bakhtiarnia, Arian; Bravos, George; Brutti, Alessio; Burkhardt, Felix; Cauchi, Daniel; Chazapis, Antony; Cianco, Claire; Dall'Asen, Nicola; Delic, Vlado; Dimou, Christos; Djokic, Djordje; Escobar-Molero, Antonio; Esterle, Lukas; Eyben, Florian; Farella, Elisabetta; Festi, Thomas; Geromitsos, Artemios; Giakoumakis, Giannis; Hatzivasilis, George; Ioannidis, Sotiris; Iosifidis, Alexandros; Kallipolitou, Theodora; Kalogiannis, Grigorios; Kiousi, Akrivi; Kopanaki, Despina; Marazakis, Manolis; Markopoulou, Stella; Muscat, Adrian; Paissan, Francesco; Lobo, Tomas Pariente; Pavlovic, Dusan; Raptis, Theofanis P.; Ricci, Elisa; Saez, Borja; Sahito, Farhan; Scerri, Kenneth; Schuller, Bjorn; Simic, Nikola; Spanoudakis, George; Tomasi, Alex; Triantafyllopoulos, Andreas; Valerio, Lorenzo; Villazan, Javier; Wang, Yiming; Xuereb, Andre; Zammit, Johan,
    MARVEL: Multimodal Extreme Scale Data Analytics for Smart Cities Environments,
    2021 International Balkan Conference on Communications and Networking (BalkanCom),
    IEEE,
    2021
    , pp. 143-
    147
25. Paissan, Francesco; Gottardi, Massimo; Farella, Elisabetta,
    Enabling energy-efficient machine learning on an Ultra-Low-Power vision sensor for IoT,
    DATE Friday Workshop on System-level Design Methods for Deep Learning on Heterogeneous Architectures (SLOHA 2021),
    2021
26. Kumaravel, Velu Prabhakar; Kartsch, Victor; Benatti, Simone; Vallortigara, Giorgio; Farella, Elisabetta; Buiatti, Marco,
    Efficient Artifact Removal from Low-Density Wearable EEG using Artifacts Subspace Reconstruction,
    Proceedings of 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC),
    IEEE,
    vol. 2021,
    2021
    , pp. 333-
    336
27. Kumaravel, Velu Prabhakar; Buiatti, Marco; Farella, Elisabetta,
    Hyperparameter Selection for Reliable EEG Denoising using ASR: A Benchmarking Study,
    Proceedings of the 2nd international workshop on Machine Learning for EEG Signal Processing (MLESP 2021) - International Conference on Bioinformatics and Biomedicine (BIBM),
    IEEE,
    2021
28. Kumaravel, Velu Prabhakar; Paissan, Francesco; Farella, Elisabetta,
    Towards a Domain-Specific Neural Network Approach for EEG Bad Channel Detection,
    Proceedings of the 2021 IEEE Signal Processing in Medicine and Biology Symposium,
    IEEE,
    2021
    , pp. 1-
    4
29. Farella, Elisabetta; Ferron, Michela; Giovanelli, Davide; Leonardi, Chiara; Marconi, Annapaola; Massa, Paolo; Murphy, Amy L.; Nori, Michele; Pistore, Marco; Schiavo, Gianluca,
    CLIMB: A Pervasive Gameful Platform Promoting Child Independent Mobility,
    in «IEEE PERVASIVE COMPUTING»,
    2020
    , pp. 32-
    42
30. Cerutti, Gianmarco; Prasad, Rahul; Brutti, Alessio; Farella, Elisabetta,
    Compact recurrent neural networks for acoustic event detection on low-energy low-complexity platforms,
    in «IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING»,
    vol. 14,
    n. 4,
    2020
    , pp. 654-
    664
31. Milosevic, Bojan; Leardini, Alberto; Farella, Elisabetta,
    Kinect and wearable inertial sensors for motor rehabilitation programs at home: state of the art and an experimental comparison,
    in «BIOMEDICAL ENGINEERING ONLINE»,
    vol. 19,
    n. 1,
    2020
    , pp. 25-
32. Cerutti, Gianmarco; Andri, Renzo; Cavigelli, Lukas; Farella, Elisabetta; Magno, Michele; Benini, Luca,
    Sound event detection with binary neural networks on tightly power-constrained IoT devices,
    ISLPED '20: Proceedings of the ACM/IEEE International Symposium on Low Power Electronics and Design,
    2020
    , pp. 19-
    24
33. Wierbiłowicz, Justyna; Cappelletti, Alessandro; Giovanelli, Davide; Pasqualotto, Angela; Bentenuto, Arianna; Farella, Elisabetta; Zancanaro, Massimo,
    Look at me and grab this! Materiality and the practices around negotiation of social attention with children on the autistic spectrum,
    NordiCHI '20: Proceedings of the 11th Nordic Conference on Human-Computer Interaction: Shaping Experiences, Shaping Society,
    2020
    , pp. 1-
    5
34. Paissan, Francesco; Cerutti, Gianmarco; Gottardi, Massimo; Farella, Elisabetta,
    People/Car Classification using an Ultra-Low-Power Smart Vision Sensor,
    2019 IEEE 8th International Workshop on Advances in Sensors and Interfaces (IWASI),
    IEEE,
    2019
    , pp. 91-
    96
35. Traverso, Paolo; Pistore, Marco; Farella, Elisabetta; Murphy, Amy L.; Marconi, Annapaola; Forner, Pamela,
    Fra Pubblico e Privato: Sistemi Digitali Simbiotici per la Persona,
    in «MONDO DIGITALE»,
    vol. XVIII,
    n. 80,
    2019
36. Cerutti, Gianmarco; Prasad, Rahul; Brutti, Alessio; Farella, Elisabetta,
    Neural Network Distillation on IoT Platforms for Sound Event Detection,
    Interspeech 2019,
    2019
    , pp. 3609-
    3613
37. Cerutti, Gianmarco; Prasad, Rahul; Farella, Elisabetta,
    Convolutional Neural Network on Embedded Platform for People Presence Detection in Low Resolution Thermal Images,
    ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
    IEEE,
    2019
    , pp. 7610-
    7614
38. Ferron, Michela; Leonardi, Chiara; Massa, Paolo; Schiavo, Gianluca; Murphy, Amy L.; Farella, Elisabetta,
    A Walk on the Child Side: Investigating Parents' and Children's Experience and Perspective on Mobile Technology for Outdoor Child Independent Mobility,
    CHI '19: Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems,
    2019
    , pp. 1-
    12
39. Rusci, Manuele; Rossi, Davide; Flammand, Eric; Gottardi, Massimo; Farella, Elisabetta; Benini, Luca,
    Always-ON Visual node with a Hardware-Software Event-Based Binarized Neural Network Inference Engine,
    Proceedings of the 4th Workshop on design of Low Power EMbedded Systems, Computing Frontiers,
    2018
    , pp. 314-
    319
40. Cerutti, Gianmarco; Milosevic, Bojan; Farella, Elisabetta,
    Outdoor People Detection in Low Resolution Thermal Images,
    Proceedings of the 3rd International Conference on Smart and Sustainable Technologies 2018 (SpliTech2018),
    2018
41. Milosevic, Bojan; Farella, Elisabetta; Benatti, Simone,
    Exploring Arm Posture and Temporal Variability in Myoelectric Hand Gesture Recognition,
    Proceedings of 7th IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics,
    2018
42. Giovanelli, Davide; Farella, Elisabetta; Fontanelli, Daniele; Macii, David,
    Bluetooth-based Indoor Positioning through ToF and RSSI Data Fusion,
    Proceedings of the Ninth international conference on indoor positioning and indoor navigation (IPIN 2018),
    2018
43. Giovanelli, Davide; Farella, Elisabetta,
    RSSI or Time-of-flight for Bluetooth Low Energy based localization? An experimental evaluation,
    Proceedings of 11th IFIP Wireless and Mobile Networking Conference (WMNC 2018),
    2018
44. Benatti, Simone; Milosevic, Bojan; Farella, Elisabetta; Gruppioni, Emanuele; Benini, Luca,
    A Prosthetic Hand Body Area Controller Based on Efficient Pattern Recognition Control Strategies,
    in «SENSORS»,
    vol. 17,
    n. 4,
    2017
    , pp. 869-
45. Milosevic, Bojan; Benatti, Simone; Farella, Elisabetta,
    Design challenges for wearable EMG applications,
    Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017,
    IEEE,
    2017
    , pp. 1432-
    1437
46. Montagna, Fabio; Buiatti, Marco; Benatti, Simone; Rossi, Davide; Farella, Elisabetta; Benini, Luca,
    A machine learning approach for automated wide-range frequency tagging analysis in embedded neuromonitoring systems,
    in «METHODS»,
    vol. 129,
    2017
    , pp. 96-
    107
47. Rusci, Manuele; Rossi, Davide; Farella, Elisabetta; Benini, Luca,
    A sub-mW IoT-endnode for always-on visual monitoring and smart triggering,
    in «IEEE INTERNET OF THINGS JOURNAL»,
    vol. 4,
    n. 5,
    2017
    , pp. 1284-
    1295
48. Benatti, Simone; Rovere, Giovanni; Bosser, Jonathan; Montagna, Fabio; Farella, Elisabetta; Glaser, Horian; Schonle, Philipp; Burger, Thomas; Fateh, Schekeb; Huang, Qiuting; Benini, Luca,
    A sub-10mW real-time implementation for EMG hand gesture recognition based on a multi-core biomedical SoC,
    Advances in Sensors and Interfaces (IWASI), 2017 7th IEEE International Workshop on,
    IEEE,
    2017
    , pp. 139-
    144
49. Colonna, Martino; Pazi, Nicola; Moncalero, Matteo; Gioia, Claudio; De Bon, Federico; Giovanelli, Davide; Farella, Elisabetta,
    Thermo-formation process of plastic shells for winter sport boots for improved comfort,
    in «SPORTS ENGINEERING»,
    vol. 20,
    n. 4,
    2017
    , pp. 275-
    282
50. Giovanelli, D.; Milosevic, B.; Brunelli, D.; Farella, E.,
    Enhancing Bluetooth Low Energy with wake-up radios for IoT applications,
    Wireless Communications and Mobile Computing Conference (IWCMC), 2017 13th International,
    IEEE,
    2017
    , pp. 1622-
    1627
51. Farella, Elisabetta; Rusci, Manuele; Milosevic, Bojan; Murphy, Amy Lynn,
    Technologies for a Thing-Centric Internet of Things,
    Future Internet of Things and Cloud (FiCloud), 2017 IEEE 5th International Conference on,
    IEEE,
    2017
    , pp. 77-
    84
52. Nackaerts, Evelien; Nieuwboer, Alice; Farella, Elisabetta,
    Technology-Assisted Rehabilitation of Writing Skills in Parkinson’s Disease: Visual Cueing versus Intelligent Feedback,
    in «PARKINSON'S DISEASE»,
    vol. 2017,
    2017
    , pp. 1-
    7
53. Giovanelli, Davide; Farella, Elisabetta,
    Force Sensing Resistor and Evaluation of Technology for Wearable Body Pressure Sensing,
    in «JOURNAL OF SENSORS»,
    vol. 2016,
    2016
    , pp. 1-
    13
54. Lecca, Michela; Gottardi, Massimo; Farella, Elisabetta; Milosevic, Bojan,
    Always-on low-power optical system for skin-based touchless machine control,
    in «JOURNAL OF THE OPTICAL SOCIETY OF AMERICA. A, OPTICS, IMAGE SCIENCE, AND VISION»,
    vol. 33,
    n. 6,
    2016
    , pp. 1015-
    1024
55. Rusci, Manuele; Rossi, Davide; Lecca, Michela; Gottardi, Massimo; Farella, Elisabetta; Benini, Luca,
    An Event-Driven Ultra-Low-Power Smart Visual Sensor,
    in «IEEE SENSORS JOURNAL»,
    vol. 16,
    n. 13,
    2016
    , pp. 5344-
    5353
56. Tomasini, Marco; Benatti, Simone; Milosevic, Bojan; Farella, Elisabetta; Benini, Luca,
    Power Line Interference Removal for High-Quality Continuous Biosignal Monitoring With Low-Power Wearable Devices,
    in «IEEE SENSORS JOURNAL»,
    vol. 16,
    n. 10,
    2016
    , pp. 3887-
    3895
57. Lecca, Michela; Gottardi, Massimo; Milosevic, Bojan; Farella, Elisabetta,
    A low power colour-based skin detectors for smart environments,
    in «JOURNAL OF THE INTERNATIONAL COLOUR ASSOCIATION»,
    vol. 16,
    2016
    , pp. 24-
    40
58. Magno, Michele; Polonelli, Tommaso; Casamassima, Filippo; Gomez, Andres; Farella, Elisabetta; Benini, Luca,
    Energy-Efficient Context Aware Power Management with Asynchronous Protocol for Body Sensor Network,
    in «MOBILE NETWORKS AND APPLICATIONS»,
    2016
    , pp. 1-
    11
59. Giovanelli, Davide; Milosevic, Bojan; Kiraly, Csaba; Murphy, Amy Lynn; Farella, Elisabetta,
    Dynamic group management with Bluetooth Low Energy,
    2016 IEEE International Smart Cities Conference (ISC2),
    IEEE,
    2016
    , pp. 1-
    6
60. Rusci, Manuele; Rossi, Davide; Lecca, Michela; Gottardi, Massimo; Benini, Luca; Farella, Elisabetta,
    Energy-efficient design of an always-on smart visual trigger,
    2016 IEEE International Smart Cities Conference (ISC2),
    IEEE,
    2016
    , pp. 1-
    6
61. Bortolotti, D.; Milosevic, B.; Bartolini, A.; Farella, E.; Benini, L.;,
    Quantifying the benefits of compressed sensing on a WBSN-based real-time biosignal monitor,
    Design, Automation & Test in Europe Conference & Exhibition (DATE),
    IEEE,
    2016
    , pp. 732-
    737
62. Brunelli, Davide; Farella, Elisabetta; Giovanelli, Davide; Milosevic, Bojan; Minakov, Ivan,
    Design Considerations for Wireless Acquisition of Multichannel sEMG Signals in Prosthetic Hand Control,
    in «IEEE SENSORS JOURNAL»,
    vol. 16,
    n. 23,
    2016
    , pp. 8338-
    8347
63. Causo, Matteo; Benatti, Simone; Frappé, Antoine; Cathelin, Andreia; Farella, Elisabetta; Kaiser, Andreas; Benini, Luca; Rabaey, Jan M.,
    Sampling Modulation: an Energy Efficient Novel Feature Extraction for Biosignal Processing,
    Proceedings of IEEE Biomedical Circuits & Systems Conference 2016,
    IEEE,
    2016
64. Milosevic, Bojan; Farella, Elisabetta,
    Wireless MEMS for wearable sensor networks,
    Wireless MEMS Networks and Applications,
    Woodhead Publishing,
    2016
    , pp. 101-
    127
65. Milosevic B.; Caione C.; Farella E.; Brunelli D.; Benini L.,
    Sub-Sampling Framework Comparison for Low-Power Data Gathering: A Comparative Analysis,
    in «SENSORS»,
    vol. 15,
    n. 3,
    2015
    , pp. 5058-
    5080
66. Guardati L.; Casamassima F.; Farella E.; Benini L.,
    Paper, pen and ink: an innovative system and software framework to assist writing rehabilitation,
    International Conference on Design, Automation & Test in Europe, DATE 2015,
    IEEE,
    2015
    , pp. 1473-
    1478
67. Rossi M.; Benatti S.; Farella E.; Benini L.,
    Hybrid EMG classifier based on HMM and SVM for hand gesture recognition in prosthetics,
    International Conference on Industrial Technology (ICIT 2015),
    2015
    , pp. 1700-
    1705
68. Benatti S.; Milosevic B.; Tomasini M.; Farella E.; Schonle P.; Bunjaku P.; Rovere G.; Fateh S.; Huang Q.; Benini L.,
    Multiple Biopotentials Acquisition System for Wearable Applications,
    Proceedings of the International Conference on Biomedical Electronics and Devices,
    Scitepress,
    2015
    , pp. 260-
    268
69. Milosevic, Bojan; Bertini, Flavio; Farella, Elisabetta; Morigi, Serena,
    A SmartPen for 3D interaction and sketch-based surface modeling,
    in «INTERNATIONAL JOURNAL, ADVANCED MANUFACTURING TECHNOLOGY»,
    2015
    , pp. 1-
    21
70. Milosevic, Bojan; Farella, Elisabetta,
    Wearable Inertial Sensor for Jump Performance Analysis,
    Proceedings of the 2015 Workshop on Wearable Systems and Applications,
    ACM,
    2015
    , pp. 15-
    20
71. Bernardos, Ana M.; Seet, Boon-Chong; Farella, Elisabetta,
    Special issue on “Personalization and situation awareness in smart environments”,
    in «JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING»,
    vol. 6,
    n. 2,
    2015
    , pp. 151-
    152
72. Colonna, Martino; Moncalero, Matteo; Gioia, Claudio; De Bon, Federico; Farella, Elisabetta; Giovanelli, Davide; Borotlan, Lorenzo,
    Effect of Compression on Thermal Comfort of Ski Boots,
    in «PROCEDIA ENGINEERING»,
    vol. 112,
    2015
    , pp. 134-
    139
73. Colonna, Martino; Moncalero, Matteo; Nicotra, Marco; Gioia, Claudio; De Bon, Federico; Farella, Elisabetta; Giovanelli, Davide,
    Thermo-formable Materials for Ski Boots for Improved Comfort and Performance,
    in «PROCEDIA ENGINEERING»,
    vol. 112,
    2015
    , pp. 128-
    133
74. Giovanelli, D.; Milosevic, B.; Farella, E.,
    Bluetooth Low Energy for data streaming: Application-level analysis and recommendation,
    Advances in Sensors and Interfaces (IWASI), 2015 6th IEEE International Workshop on,
    IEEE,
    2015
    , pp. 216-
    221
75. Lecca, Michela; Gottardi, Massimo; Farella, Elisabetta; Milosevic, Bojan; Bilal, Muhammad,
    A Low Power Color Sensor for Illuminant Invariant Skin Detection,
    Proc. of XI Colour Conference - Colour and Colorimetry,
    vol. XI B,
    2015
    , pp. 43-
    54
76. Mellone, Sabato; Ferrari, Alberto; Tacconi, Carlo; Valtolina, E.; Greenlaw, Reynold; Nawaz, A.; Bourke, Alan; Ferriol, Pedro; Farella, Elisabetta; Rocchi, Laura; Hawley-Hague, H.; Chiari, Lorenzo,
    Smart Environments and Systems for Maintaining Health and Independent Living: The FARSEEING and CuPiD Projects,
    Ambient Assisted Living,
    Springer International Publishing,
    vol. 11,
    2015
    , pp. 387-
    396
77. Casamassima, Filippo; Magno, Michele; Farella, Elisabetta; Benini, Luca,
    Context Aware Power Management Enhanced by Radio Wake Up in Body Area Networks,
    Proceedings of 2015 IEEE 13th International Conference on Embedded and Ubiquitous Computing,
    IEEE Computer Society,
    2015
    , pp. 76-
    82
78. Tomasini, Marco; Benatti, Simone; Casamassima, Filippo; Milosevic, Bojan; Fateh, Schekeb; Farella, Elisabetta; Benini, Luca,
    Digitally controlled feedback for DC offset cancellation in a wearable multichannel EMG platform,
    Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE,
    IEEE,
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79. Benatti, Simone; Casamassima, Filippo; Milosevic, Bojan; Farella, Elisabetta; Schonle, Philipp; Fateh, Schekeb; Burger, Thomas; Huang, Qiuting; Benini, Luca,
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    in «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS»,
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80. Casamassima F.; Ferrari A.; Milosevic B.; Ginis P.; Farella E.; Rocchi L.,
    A wearable system for gait training in subjects with Parkinson's disease,
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81. Ferrari A.; Casamassima F.; Milosevic B.; Farella E.; Ginis P.; Nieuwboer A.; Gazit E.; Dorfman M.; Rocchi L.; Chiari L.,
    Intelligent tutoring system for gait rehabilitation of subjects with Parkinson's disease via inertial sensors and closed loop audio-feedback,
    poster at 8th World Congress for NeuroRehabilitation,
    2014
82. Casamassima F.; Farella E.; Benini L.,
    Activity aware power management for motion sensing body area network nodes,
    Poster presentation at Workshop on Energy Efficient Electronics and Applications, WEEE 2014,
    2014
83. Benatti S.; Farella E.; Benini L.; Gruppioni E.,
    Analysis of Robust Implementation of an EMG Pattern Recognition Based Control,
    Proceedings of International Conference on Bio-inspired Systems and Signal Processing 2014 (BIOSIGNALS 2014),
    ScitePress,
    2014
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84. Casamassima F.; Farella E.; Benini L.,
    Context aware power management for motion-sensing body area network nodes,
    Proceedings of Design, Automation and Test in Europe Conference and Exhibition (DATE), 2014,
    IEEE,
    2014
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    6
85. Mellone S.; Ferrari A.; Tacconi C.; Valtolina E.; Greenlaw R.; Nawaz A.; Bourke A.; Ferriol P.; Farella E.; Rocchi L.; Hawley-Hague H.; Chiari L.;,
    Smart Environments and Systems for Maintaining Health and Independent Living: The FARSEEING and CuPiD Projects,
    ForitAAL, 5° Forum Italiano per l'Ambient Assisted Living,
    2014
86. Benatti S.; Benini L.; Farella E.,
    Towards EMG control interface for smart garments,
    Proceedings of the 2014 ACM International Symposium on Wearable Computers: Adjunct Program (ISWC '14 Adjunct).,
    ACM,
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87. Bernardos A.; Seet B.C.; Farella E.; Casar J.; Al-Anbuky A.,
    SENAmI 2013: 5th international workshop on smart environments and ambient intelligence 2013-Committees and welcome : e from SENAmI 2013 Organizers,
    Pervasive Computing and Communications Workshops (PERCOM Workshops), 2013 IEEE International Conference on,
    2013
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88. Casamassima F.; Ferrari A.; Milosevic B.; Rocchi L.; Farella E.,
    Wearable Audio-feedback System for Gait Rehabilitation in Subjects with Parkinson's Disease,
    Proceedings of the 2013 ACM Conference on Pervasive and Ubiquitous Computing Adjunct Publication,
    ACM,
    2013
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    278
89. Milosevic B.; Yangy J.; Vermay N.; Tilak S.S.; Zappi P.; Farella E.; Simunic T; Benini L.,
    Efficient Energy Management and Data Recovery in Sensor Networks using Latent Variables Based Tensor Factorization,
    Proceeding of 16th ACM/IEEE International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems,
    ACM New York,
    2013
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    254
90. Rocchi L.; Farella E.; Greenlaw R.; Chiari L.,
    Tele - rehabilitation system based on augmented feedback for people with Parkinson’s Disease: design principles (Chapter 5),
    Tele-Healthcare Computing and Engineering: Principles and Design,
    Science Publishers, CRC Press - 746 Pages,
    2013
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91. Casamassima F.; Farella E.; Benini L.,
    Power saving policies for multipurpose WBAN,
    Proceedings of 23rd International Workshop on Power And Timing Modeling, Optimization and Simulation,
    IEEE,
    2013
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    90
92. Guardati L.; Vallorani S.; Milosevic B.; Farella E.; Benini L.,
    HapticLib: a haptic feedback library for embedded platforms,
    Proceedings of the ACM Symposium on Applied Perception (SAP '13),
    ACM,
    2013
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    125
93. Casamassima F.; Farella E.; Benini L.,
    Synchronization methods for Bluetooth based WBANs,
    2013 IEEE International Conference on Body Sensor Networks (BSN),
    IEEE,
    2013
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    6
94. Rocchi, Laura; Farella, Elisabetta; Greenlaw, Reynold; Chiari, Lorenzo,
    Tele-rehabilitation System Based on Augmented Feedback for People with Parkinson's Disease,
    Telehealthcare Computing and Engineering - Principles and Design,
    CRC Press,
    2013
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95. Rocchi, Laura; Farella, Elisabetta; Greenlaw, Reynold; Chiari, Lorenzo,
    Tele-rehabilitation System Based on Augmented Feedback for People with Parkinson's Disease,
    Principles and Design,
    2013
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    105
96. Zappi P.; Roggen D.; Farella E.; Tröster G.; Benini L.,
    Network-Level Power-Performance Trade-Off in Wearable Activity Recognition: A Dynamic Sensor Selection Approach,
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    vol. 11,
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97. Milosevic B.; Naldi R.; Farella E.; Benini L.; Marconi L.,
    Design and validation of an attitude and heading reference system for an aerial robot prototype,
    in «PROCEEDINGS OF THE AMERICAN CONTROL CONFERENCE»,
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98. Bartolini S.; Milosevic B.; D’Elia A.; Farella E.; Benini L.; Salmon Cinotti T.,
    Reconfigurable natural interaction in smart environments: approach and prototype implementation,
    in «PERSONAL AND UBIQUITOUS COMPUTING»,
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99. Marchesi M.; Farella E.; Riccò B.; Guidazzoli A.,
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    SIGGRAPH Asia 2011 Emerging Technologies on - SA '11,
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    2011
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100. Pirini M.; Mancini M.; Farella E.; Chiari L.,
     EEG correlates of postural audio-biofeedback,
     in «HUMAN MOVEMENT SCIENCE»,
     vol. 30,
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101. Benocci M.; Farella E.; Benini L.,
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     Advances in Sensors and Interfaces (IWASI), 2011 4th IEEE International Workshop on,
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     2011
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102. Altini M.; Farella E.; Pirini M.; Benini L.,
     A Cost-effective Indoor Vibrotactile Navigation System for the Blind,
     Proceedings of 4th International Conference on Health Informatics (HEALTHINF 2011), BIOSTEC series,
     SciTe Press,
     2011
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103. Costanzo A.; Bartolini S.; Benini L.; Di Stefano L.; Farella E.; Franchi A.; Masotti D.; Mattarozzi S.; Milosevic B.; Nannini V.; Cinotti T. S.,
     Merging RFID, visual and gesture recognition technologies to generate and manage smart environments,
     RFID-Technologies and Applications (RFID-TA), 2011 IEEE International Conference on,
     IEEE Press,
     2011
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104. Farella E.; Falavigna M.; Riccò B.,
     Aware and smart environments: The Casattenta project,
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105. Benocci M.; Tacconi C.; Farella E.; Benini L.; Chiari L.; Vanzago L.,
     Accelerometer-based fall detection using optimized ZigBee data streaming,
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     vol. 41,
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106. Zappi P.; Farella E.; Benini L.,
     Tracking Motion Direction and Distance With Pyroelectric IR Sensors,
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     vol. 10,
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107. Rofouei M.; Sarrafzadeh M.; Farella E.; Brunelli D.; Benini L.,
     Battery-Aware Power Management Techniques for Wearable Haptic Nodes,
     Proceedings of the Fifth International Conference on Body Area Networks, BodyNets 2010,
     ACM,
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108. Beccari C.; Farella E.; Liverani A.; Morigi S.; Rucci M.,
     A fast interactive reverse-engineering system,
     in «COMPUTER AIDED DESIGN»,
     vol. 42,
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     Ambient Intelligence, Smart Objects and Sensor Networks: practical experiences,
     Proceedings of IEEE/IFIP 8th International Conference on Embedded and Ubiquitous Computing (EUC), 2010,
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110. Altini M.; Brunelli D.; Farella E.; Benini L.,
     Bluetooth indoor localization with multiple neural networks,
     Proceeding of the 5th IEEE International Symposium on Wireless Pervasive Computing, 2010,
     IEEE Press,
     2010
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111. Milosevic B.; Farella E.; Benini L.,
     Continuous Gesture Recognition for Resource Constrained Smart Objects,
     Proceedings of the Fourth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies,
     IARIA,
     2010
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112. Tacconi C.; Paci G.; Rocchi L.; Farella E.; Benini L.; Chiari L.,
     User Control Unit for the Smiling System: Design and Functionalities,
     Proceedings of 1st International Conference on Applied Bionics and Biomechanics ICABB-2010,
     s.n,
     2010
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113. Benocci, Marco; Bächlin, Marc; Farella, Elisabetta; Roggen, Daniel; Benini, Luca; Tröster, Gerhard,
     Wearable assistant for load monitoring: Recognition of on-body load placement from gait alterations,
     Proceedings of the 4th International {ICST} Conference on Pervasive Computing Technologies for Healthcare,
     IEEE,
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114. Rocchi, L.; Parel, I.; Tacconi, C.; Farella, E.,
     Acceptability Verification of a Mechatronic System for the rehabilitation of gait,
     in «PARKINSONISM & RELATED DISORDERS»,
     Parkinsonism & Related Disorders,
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115. Farella E.; Falavigna M.; Riccò B.,
     Aware and Smart Environment: The Casattenta Project,
     Proceedings of the 3rd International Workshop on Advances in Sensors and Interfaces,
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116. Zappi P.; Milosevic B.; Farella E.; Benini L.,
     Hidden Markov Model based gesture recognition on low-cost, low-power Tangible User Interfaces,
     in «ENTERTAINMENT COMPUTING»,
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117. Benocci M.; Rocchi L.; Farella E.; Chiari L.; Benini L.,
     A wireless system for gait and posture analysis based on pressure insoles and Inertial Measurement Units,
     Proceedings of Pervasive Computing Technologies for Healthcare, 2009,3rd International Conference on,
     IEEE Press,
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118. Benocci M.; Farella E.; Benini L.; Vanzago L.,
     Optimizing ZigBee for data streaming in body-area bio-feedback applications,
     Proceedings of Advances in sensors and Interfaces, 2009, 3rd International Workshop on,
     IEEE Press,
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119. Mancini M.; Farella E.; Rocchi L.; Tacconi C.; Benini L.; Chiari L.,
     A biofeedback based portable device to support elderly mobility in the home environment,
     in «IFMBE PROCEEDINGS»,
     World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany,
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120. Mancini M.; Rocchi L.; Tacconi C.; Farella E.; Benini L.; Chiari L.,
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     Book of Abstracts Forum Italiano Ambient Assisted Living,
     2009
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121. Benocci M.; Rocchi L.; Farella E.; Benini L.; Chiari L.,
     Wearable system for foot kinematics and pressure measurements during gait,
     Proceedings of the XIX Conference of the International Society for Posture and Gait Research (ISPGR),
     DEIS,
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122. Zappi, Piero; Lombriser, Clemens; Farella, Elisabetta; Benini, Luca; Tröster, Gerhard,
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     IADIS International Conference Informatics 2009,
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123. Zappi, P.; Farella, E.; Benini, L.,
     Hidden Markov models implementation for tangible interfaces,
     Intelligent Technologies for Interactive Entertainment (INTETAIN 2009),
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124. Rocchi L.; Benocci M.; Farella E.; Benini L.; Chiari L.,
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     Pervasive Computing Technologies for Healthcare, 2008. PervasiveHealth 2008. Second International Conference on,
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125. Pignatel A.; Farella E.; Brevi F.; Benini L.; Gaiani M.,
     On the use of a Palm Computer for Design Review Interaction in a Virtual Room,
     The 16th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision,
     2008
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126. Farella E.; Cafini O.; Benini L.; Riccò B.,
     A smart wireless glove for gesture interaction,
     International Conference on Computer Graphics and Interactive Techniques SIGGRAPH '08: ACM SIGGRAPH 2008 posters,
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127. Baraldi S.; Benini L.; Cafini O.; Del Bimbo A.; Farella E.; Gelmini G.; Landucci L.; Pieracci A.; Torpei N.,
     Evolving TUIs with smart objects for multi-context interaction,
     CHI '08 Extended Abstracts on Human Factors in Computing Systems (CHI EA '08),
     ACM,
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     2960
128. Zappi P.; Farella E.; Benini L.; Lombriser C.; Stiefmeier T.; Roggen D.; Tröster G.,
     Activity recognition from on-body sensors: accuracy-power trade-off by dynamic sensor selection,
     in «LECTURE NOTES IN COMPUTER SCIENCE»,
     Proceedings of the 5th European Conference in Wireless Sensor Networks, 2008,
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     vol. 4913,
     2008
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129. Farella E.; Pieracci A.; Benini L.; Rocchi L.; Acquaviva A.;,
     Interfacing Human and Computer with Wireless Body Area Sensor Networks: The WiMoCA Solution,
     in «MULTIMEDIA TOOLS AND APPLICATIONS»,
     vol. 38,
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130. Cafini O.; Zappi P.; Farella E.; Benini L.; Baraldi S.; Torpei N.; Landucci L.; Del Bimbo A.,
     Tangerine SMCube: a smart device for human computer interaction,
     Adjunct Proceeding of the 3rd European Conference on Smart Sensing and Context (EuroSSC),
     2008
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131. Zappi P.; Farella E.; Benini L.,
     Pyroelectric InfraRed sensors based distance estimation,
     in «PROCEEDINGS OF IEEE SENSORS ...»,
     THE SEVENTH IEEE CONFERENCE ON SENSORS, IEEE SENSORS 2008,
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     A biofeedback-based portable device to support elderly mobility in the home environment,
     in «GERONTECHNOLOGY»,
     Proceedings of the 6th Conference of the International Society for Gerontechnology, ISG08,
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     Case Study: Gesture and posture recognition using WSN,
     Wearable Robots: Biomechatronic Exoskeletons,
     Wiley,
     2008
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134. Rocchi L.; Farella E.; Benocci M.; Santarmou E.; Benini L.; Chiari L.,
     Modular Architecture for a Wireless Bio-Feedback System for Balance Control,
     Proceedings of the 4th pHealth Conference 2007,
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135. Baraldi S.; Del Bimbo A.; Landucci L.; Torpei N.; Cafini O.; Farella E.; Pieracci A.; Benini L.,
     Introducing tangerine: a tangible interactive natural environment,
     Proceedings of the 15th international conference on Multimedia,
     ACM Press,
     2007
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     834
136. Gaiani M.; Gamberini E.; Tonelli G.; Bonfigli M.E.; Calori L.; Guidazzoli A.; Brunelli D.; Farella E.; Benini L.; Riccò B.,
     Realtà Virtuale come strumento di lavoro per il restauro Architettonico e Archeologico: il 3D Virtual GIS “La Via Appia antica”,
     UT NATURA ARS. Virtual Reality e archeologia. Studi e Scavi (22),
     University Press Bologna,
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137. Farella E.; Pieracci A.; Acquaviva A.; Benini L.,
     Inertial sensors for Wireless Body Area Networks: the WiMoCA Solution,
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     vol. 4,
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     MOCA: A Low-Power, Low-Cost Motion Capture System Based on Integrated Accelerometers,
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139. Zappi P.; Farella E.; Benini L.,
     Enhancing the spatial resolution of presence detection in a PIR based wireless surveillance network,
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     2007
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140. Zappi P.; Stiefmeier T.; Farella E.; Roggen D.; Benini L.; Tröster G.,
     Activity recognition from on-body sensors by classifier fusion: sensor scalability and robustness,
     Preoceedings of 3rd International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP) 2007,
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141. Sama M.; Pacella V.; Farella E.; Benini L.; Riccó B.,
     3dID: a low-power, low-cost hand motion capture device,
     Proceedings of the conference on Design, automation and test in Europe: Designers' forum. SESSION: Wireless communication and networking,
     European Design and Automation Association,
     2006
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142. Brunelli D.; Farella E.; Rocchi L.; Dozza M.; Chiari L.; Benini L.,
     Bio-feedback System for Rehabilitation Based on Wireless Body Area Network,
     Proc. Fourth Annual IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom 2006,
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     A Wireless Body Area Sensor Network for Posture Detection,
     Computers and Communications, 2006. ISCC '06. Proceedings. 11th IEEE Symposium on,
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     Wireless sensor networks: Enabling technology for ambient intelligence,
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     vol. 37,
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     Gesture signature for ambient intelligence applications: a feasibility study,
     in «LECTURE NOTES IN COMPUTER SCIENCE»,
     Pervasive Computing. 4th International Conference, PERVASIVE 2006. Proceedings (Lecture Notes in Computer Science Vol. 3968),
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146. Cucchiara R.; Prati A.; Vezzani R.; Benini L.; Farella E.; Zappi P.,
     Using a Wireless Sensor Network to Enhance Video Surveillance,
     in «JOURNAL OF UBIQUITOUS COMPUTING AND INTELLIGENCE»,
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     A PIR based wireless sensor node prototype for surveillance applications,
     Adjunct Proceedings Of the Third European Workshop on Wireless Sensor Networks,
     Kay Römer, Holger Karl, Friedemann Mattern (Eds.),
     2006
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148. Rocchi L.; Farella E.; Dozza M.; Brunelli D.; Benini L.; Chiari L.,
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     Proceedings of the XVI Congress of the International Society of Electrophysiology and Kinesiology(ISEK) 2006,
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149. Sacerdoti F.; Ferri S.; Nizzoli C.; Zanoli A.; Osti C.; Pavani S.; Benini L.; Farella E.; Cucchiara R.,
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150. Cucchiara R.; Prati A.; Benini L.; Farella E.,
     T-Park: ambient intelligence for security in public parks,
     Proceedings of The IEE International Workshop on Intelligent Environments,
     2005
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151. Farella E.; Pieracci P.; Brunelli D.; Acquaviva A.; Benini L.; Riccò B.,
     Design and Implementation of WiMoCA Node for a Body Area Wireless Sensor Network,
     Systems Communications, 2005. Proceedings,
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152. Farella E.; Acquaviva A.; Benini L.; Riccò B.,
     A Wearable Gesture Recognition System for Natural Navigation Interfaces,
     Proceedings of EUROMEDIA 2005, Eleventh Annual Scientific Conference on Web Technology, New Media, Communications and Telematics Theory, Methods, Tools and Applications,
     Eurosis,
     2005
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153. Farella E.; Brunelli D.; Bonfigli M. E.; Benini L.; Riccò B.,
     Pervasive Computing for Interactive Virtual Heritage,
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     vol. 12,
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154. Prati A.; Vezzani R.; Benini L.; Farella E.; Zappi P.,
     An integrated multi-modal sensor network for video surveillance,
     Proceedings of the third ACM international workshop on Video surveillance & sensor networks,
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     2005
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155. Barbieri R.; Farella E.; Acquaviva A.; Benini L.; Riccò B.,
     A Low-Power Motion Capture System with Integrated Accelerometers,
     Proceedings of the 2004 IEEE Consumer Communications and Networking Conference,
     2004
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