L
Luis Bernardo
Researcher at Universidade Nova de Lisboa
Publications - 130
Citations - 1067
Luis Bernardo is an academic researcher from Universidade Nova de Lisboa. The author has contributed to research in topics: Network packet & Throughput. The author has an hindex of 14, co-authored 127 publications receiving 938 citations. Previous affiliations of Luis Bernardo include University of Lisbon.
Papers
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Proceedings ArticleDOI
Machine Learning in Software Defined Networks: Data collection and traffic classification
Pedro Amaral,Joao Dinis,Paulo Pinto,Luis Bernardo,João Manuel R. S. Tavares,Henrique São Mamede +5 more
TL;DR: This work describes a simple architecture deployed in an enterprise network that gathers traffic data using the OpenFlow protocol and presents the data-sets that can be obtained and shows how several ML techniques can be applied to it for traffic classification.
Journal ArticleDOI
On Target Localization Using Combined RSS and AoA Measurements.
TL;DR: A comprehensive study of the state-of-the-art (SoA) solutions and their detailed analysis is presented, utilizing integrated measurements, namely received signal strength (RSS) and angle of arrival (AoA).
Proceedings ArticleDOI
A Wireless Sensor MAC Protocol for Bursty Data Traffic
TL;DR: This paper proposes MH-MAC, a new MAC protocol for wireless sensor networks capable of handling applications that generate infrequent huge peaks of traffic, and includes simulation results with the energy consumption, latency and throughput for the operation modes of MH- MAC.
Journal ArticleDOI
Review: The influence of broadcast traffic on IEEE 802.11 DCF networks
TL;DR: An analytical model is presented to compute the 802.11 probability of a successful transmission of a frame and the average transmission delay assuming the presence of both unicast and broadcast traffic.
Journal ArticleDOI
Frequency-domain multipacket detection: a high throughput technique for SC-FDE systems
TL;DR: This paper considers severely time-dispersive channels and proposes an iterative frequency-domain multi-packet detection technique that allows efficient packet separation and an SP technique (Shifted Packets) for retransmissions in fixed channels.