2016
Cicirelli, Franco; Fortino, Giancarlo; Giordano, Andrea; Guerrieri, Antonio; Spezzano, Giandomenico; Vinci, Andrea
On the Design of Smart Homes: A Framework for Activity Recognition in Home Environment Journal Article
In: Journal of medical systems, vol. 40, no. 9, pp. 200, 2016, ISSN: 0148-5598.
Abstract | Links | BibTeX | Tags: activity recognition, analytics, cloud computing, internet of things, multi-agent systems, smart homes, wearable wireless body sensor networks, wireless sensor and actuator networks
@article{cicirelli2016design,
title = {On the Design of Smart Homes: A Framework for Activity Recognition in Home Environment},
author = {Franco Cicirelli and Giancarlo Fortino and Andrea Giordano and Antonio Guerrieri and Giandomenico Spezzano and Andrea Vinci},
doi = {doi:10.1007/s10916-016-0549-7},
issn = {0148-5598},
year = {2016},
date = {2016-07-28},
journal = {Journal of medical systems},
volume = {40},
number = {9},
pages = {200},
publisher = {Springer US},
abstract = {A smart home is a home environment enriched with sensing, actuation, communication and computation capabilities which permits to adapt it to inhabitants preferences and requirements. Establishing a proper strategy of actuation on the home environment can require complex computational tasks on the sensed data. This is the case of activity recognition, which consists in retrieving high-level knowledge about what occurs in the home environment and about the behaviour of the inhabitants. The inherent complexity of this application domain asks for tools able to properly support the design and implementation phases. This paper proposes a framework for the design and implementation of smart home applications focused on activity recognition in home environments. The framework mainly relies on the Cloud-assisted Agent-based Smart home Environment (CASE) architecture offering basic abstraction entities which easily allow to design and implement Smart Home applications. CASE is a three layered architecture which exploits the distributed multi-agent paradigm and the cloud technology for offering analytics services. Details about how to implement activity recognition onto the CASE architecture are supplied focusing on the low-level technological issues as well as the algorithms and the methodologies useful for the activity recognition. The effectiveness of the framework is shown through a case study consisting of a daily activity recognition of a person in a home environment.},
keywords = {activity recognition, analytics, cloud computing, internet of things, multi-agent systems, smart homes, wearable wireless body sensor networks, wireless sensor and actuator networks},
pubstate = {published},
tppubtype = {article}
}
2015
Fortino, Giancarlo; Giordano, Andrea; Guerrieri, Antonio; Spezzano, Giandomenico; Vinci, Andrea
A Data Analytics Schema for Activity Recognition in Smart Home Environments Inproceedings
In: Ubiquitous Computing and Ambient Intelligence. Sensing, Processing, and Using Environmental Information: 9th International Conference, UCAmI 2015, Puerto Varas, Chile, December 1-4, 2015, Proceedings, pp. 91, Springer 2015.
BibTeX | Tags: activity recognition, analytics, cloud computing, internet of things, multi-agent systems, smart homes, wireless sensor and actuator networks
@inproceedings{fortino2015data,
title = {A Data Analytics Schema for Activity Recognition in Smart Home Environments},
author = {Giancarlo Fortino and Andrea Giordano and Antonio Guerrieri and Giandomenico Spezzano and Andrea Vinci},
year = {2015},
date = {2015-01-01},
booktitle = {Ubiquitous Computing and Ambient Intelligence. Sensing, Processing, and Using Environmental Information: 9th International Conference, UCAmI 2015, Puerto Varas, Chile, December 1-4, 2015, Proceedings},
volume = {9454},
pages = {91},
organization = {Springer},
keywords = {activity recognition, analytics, cloud computing, internet of things, multi-agent systems, smart homes, wireless sensor and actuator networks},
pubstate = {published},
tppubtype = {inproceedings}
}
2014
Giordano, Andrea; Spezzano, Giandomenico; Vinci, Andrea; Garofalo, Giuseppina; Piro, Patrizia
A cyber-physical system for distributed real-time control of urban drainage networks in smart cities Inproceedings
In: Fortino, Giancarlo; Fatta, Giuseppe Di; Li, Wenfeng; Ochoa, Sergio F.; Cuzzocrea, Alfredo; Pathan, Mukaddim (Ed.): Internet and Distributed Computing Systems - 7h International Conference on Internet and Distributed Computing Systems, IDCS 2014, Calabria, Italy, September 22-24, 2014. Proceedings, pp. 87–98, Springer International Publishing Springher, 2014, ISBN: 978-3-319-11691-4.
Abstract | Links | BibTeX | Tags: combined sewer overflow, cyber physical systems, flooding, multi-agent systems, real-time control, smart city, swarm intelligence, urban drainage system, wireless sensor and actuator networks
@inproceedings{giordano2014cyber,
title = {A cyber-physical system for distributed real-time control of urban drainage networks in smart cities},
author = {Andrea Giordano and Giandomenico Spezzano and Andrea Vinci and Giuseppina Garofalo and Patrizia Piro},
editor = {Giancarlo Fortino and
Giuseppe Di Fatta and
Wenfeng Li and
Sergio F. Ochoa and
Alfredo Cuzzocrea and
Mukaddim Pathan},
doi = {10.1007/978-3-319-11692-1_8},
isbn = {978-3-319-11691-4},
year = {2014},
date = {2014-01-01},
booktitle = {Internet and Distributed Computing Systems - 7h International Conference on Internet and Distributed Computing Systems, IDCS 2014, Calabria, Italy, September 22-24, 2014. Proceedings},
volume = {8729},
pages = {87--98},
publisher = {Springher},
organization = {Springer International Publishing},
series = {Lecture Notes in Computer Science},
abstract = {This paper focuses on a distributed real time control approach applied to drainage networks. The increasing of urbanization and climate change heightens the challenge for new technologies to be developed for drainage networks. Higher runoff volume, produced by the increase in impervious surfaces and intense rain events, overwhelms the existing urban drainage systems. Recent technical improvements have enabled the exploitation of real-time control on drainage networks. The novelty in this paper regards the use of a totally decentralized approach based on a proper combination of a Gossip-based algorithm, which ensures a global correct behaviour even if local faults occur, and a classic controlling technique (PID) used for local actuations.},
keywords = {combined sewer overflow, cyber physical systems, flooding, multi-agent systems, real-time control, smart city, swarm intelligence, urban drainage system, wireless sensor and actuator networks},
pubstate = {published},
tppubtype = {inproceedings}
}