Nuno Paulino's picture
First Name: 
Nuno
Last Name: 
Paulino
Affiliation: 
INESC TEC
Job Title: 
Researcher
Short Bio: 
Nuno M. C. Paulino received a M.Sc. degree in Electrical and Computer Engineering from the Faculty of Engineering of the University of Porto in 2011. He received his Ph.D. in the same field from the same institution in 2015. He is a researcher at INESC TEC, where his research interests include run-time reconfigurable systems, embedded systems in FPGAs, co-processor hardware acceleration, and tools for hardware/software co-design automation

Datasets & Competitions

This dataset is a collection of phase samples retrieved from an in-house design for a Bluetooth Low Energy (BLE) 5.1 based receiver, using an 8-element Uniform Circular Array (UCA). The purpose of the dataset was the implementation of localization techniques based on the use of Angle-of-Arrival data, possible due to the BLE 5.1 Direction Finding (DF) features. Specifically, the phase differences of a Constant Tone Extension (CTE) read from the different antenna elements can be used to retrieve the AoA of a received packet.

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This is a simple batch of data sets of points containing only integer attributes. The data sets were generated with a randomly correlated data set generator (DOI: 10.13140/RG.2.2.34866.43200).

This batch includes a total of 12 data sets which can be used to validate implementations of clustering algorithms such as k-nearest neighbours, or k-means.

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