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Eclipse: An End-to-End Platform for Low-Cost, Hyperlocal Environmental Sensing in Cities
Madeleine I. G. Daepp;Alex Cabral;Vaishnavi Ranganathan;Vikram Iyer;Scott Counts;Paul Johns;Asta Roseway;Charlie Catlett;Gavin Jancke;Darren Gehring;Chuck Needham;Curtis von Veh;Tracy Tran;Lex Story;Gabriele D'Amone;Bichlien H Nguyen
2022 21st ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN)
Year: 2022 | Conference Paper |
Cited by: Papers (19)
This paper presents Eclipse, a platform for low-cost urban environmental sensing using solar-powered and cellular-connected devices. Dense sensor networks promise to monitor pollution at fine spatial and temporal resolutions, yet few cities have actually implemented such networks due to high costs and limited accuracy. We address these barriers by developing an end-to-end framework for urban air q...Show More
Eclipse: An End-to-End Platform for Low-Cost, Hyperlocal Environmental Sensing in Cities
Madeleine I. G. Daepp;Alex Cabral;Vaishnavi Ranganathan;Vikram Iyer;Scott Counts;Paul Johns;Asta Roseway;Charlie Catlett;Gavin Jancke;Darren Gehring;Chuck Needham;Curtis von Veh;Tracy Tran;Lex Story;Gabriele D'Amone;Bichlien H Nguyen
Year: 2022 | Conference Paper |
Hands-On Computer Science: The Array of Things Experimental Urban Instrument
Charlie Catlett;Pete Beckman;Nicola Ferrier;Michael E. Papka;Rajesh Sankaran;Jeff Solin;Valerie Taylor;Douglas Pancoast;Daniel Reed
Computing in Science & Engineering
Cited by: Papers (6)
Chicago's Array of Things (AoT) project is aptly described as a technology experiment or a “smart city” prototype. The concept of such an extensible “instrument” arose within a larger translational research vision applying computer science and engineering research for the multidimensional benefit of people and communities in cities. The AoT project hypothesized that wireless intelligent sensor net...Show More
A Data-Driven Approach for Spatio-Temporal Crime Predictions in Smart Cities
2018 IEEE International Conference on Smart Computing (SMARTCOMP)
Year: 2018 | Conference Paper |
Cited by: Papers (36)
The steadily increasing urbanization is causing significant economic and social transformations in urban areas and it will be posing several challenges in city management issues. In particular, given that the larger cities the higher crime rates, crime spiking is becoming one of the most important social problems in large urban areas. To handle with the increase in crimes, new technologies are ena...Show More
Waggle: An open sensor platform for edge computing
Pete Beckman;Rajesh Sankaran;Charlie Catlett;Nicola Ferrier;Robert Jacob;Michael Papka
Many advanced sensors are capable of producing extremely large and continuous data streams. Hyperspectral imagers, microphones, high-resolution cameras, and 3D scanning devices can easily generate gigabytes of data per day, making it impractical for many wireless sensor platforms to stream all collected data to the cloud for analysis. Furthermore, in some sensor deployments, privacy concerns may r...Show More
Forecasting Crimes Using Autoregressive Models
2016 IEEE 14th Intl Conf on Dependable, Autonomic and Secure Computing, 14th Intl Conf on Pervasive Intelligence and Computing, 2nd Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress(DASC/PiCom/DataCom/CyberSciTech)
Year: 2016 | Conference Paper |
Cited by: Papers (27)
As a result of steadily increasing urbanization, by 2030 more than sixty percent of the global population will live in cities. This phenomenon is stimulating significant economic and social transformations, both positive (such as, increased opportunities offered in urban areas) and negative (such as, increased crime and pressures on city budgets). Nevertheless, new technologies are enabling police...Show More
The need for high-speed data communications and mass storage systems for supercomputing is examined. The former could be serious bottlenecks in the not-too-distant future, because their capabilities have not kept up with those of supercomputers themselves. The potential of fiber-optic technologies for meeting data communication requirements is discussed, and research around the world is briefly ci...Show More
Applications in existing specialized, metacomputer environments and those yet to be developed for services such as telecommunications, distributed data, and image transfer that will require networks which can handle volumes of data on the order of gigabits per second are discussed. Specific examples are presented from the fields of computational science, data navigation, and collaborative environm...Show More
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