- Energy Efficient Wireless Sensor Networks
- IoT and Edge/Fog Computing
- Energy Harvesting in Wireless Networks
- Opportunistic and Delay-Tolerant Networks
- UAV Applications and Optimization
- Mobile Ad Hoc Networks
- Distributed Sensor Networks and Detection Algorithms
- Vehicular Ad Hoc Networks (VANETs)
- IoT-based Smart Home Systems
- Blockchain Technology Applications and Security
- Distributed Control Multi-Agent Systems
- Context-Aware Activity Recognition Systems
- Indoor and Outdoor Localization Technologies
- Modular Robots and Swarm Intelligence
- Cloud Computing and Resource Management
- Wireless Networks and Protocols
- Distributed and Parallel Computing Systems
- Wireless Body Area Networks
- Bluetooth and Wireless Communication Technologies
- Anomaly Detection Techniques and Applications
- Genomics and Phylogenetic Studies
- Target Tracking and Data Fusion in Sensor Networks
- Machine Learning in Bioinformatics
- Air Quality Monitoring and Forecasting
- Underwater Vehicles and Communication Systems
Universidade Federal de Santa Catarina
2015-2024
École Nationale de l’Aviation Civile
2016
Universidade Estadual Paulista (Unesp)
2012-2014
Universidade de São Paulo
2012-2014
Faculdade de Medicina de São José do Rio Preto
2013
Pontifícia Universidade Católica do Rio Grande do Sul
2012
Universidade do Porto
2009-2010
The wireless communication has played a significant impact on our daily lives introducing simplicity and making life more comfortable. \ As result of faster technological advances in electronics communications, the development different types unmanned aerial vehicles (UAVs) become possible. Recently, many efforts have been made to develop efficient inter- intra-vehicle protocols new challenges, e. g. multiple-UAV Flying Ad Hoc Networks (FANETs). However, most experiments using real...
In this paper, we propose an intelligent method, named the Novelty Detection Power Meter (NodePM), to detect novelties in electronic equipment monitored by a smart grid. Considering entropy of each device monitored, which is calculated based on Markov chain model, proposed method identifies through machine learning algorithm. To end, NodePM integrated into platform for remote monitoring energy consumption, consists wireless sensors network (WSN). It thus should be stressed that experiments...
With the advent of Internet Things, billions objects or devices are inserted into global computer network, generating and processing data at a volume never imagined before. This paper proposes way to collect process local through fusion technology called summarization. The main feature proposal is fusion, parameters provided by application, ensuring quality collected sensor node. In evaluation, node was compared when performing summary with another that performed continuous recording data....
Flying Ad hoc Network (FANET) is an infrastructure-less multi-hop radio ad network in which Unmanned Aerial Vehicles (UAVs) and Ground Control Station (GCS) collaborates to forward data traffic. Compared the standard Mobile NETworks (MANETs), FANET architecture has some specific features (3D mobility, low UAV density, intermittent connectivity) that bring challenges communication protocol design. Such routing must provide safety by finding accurate reliable route between UAVs. This can be...
Wireless Sensor Networks (WSNs) arc susceptible to faults both in sensors and communication. Information fusion techniques allow extract precise information from a large amount of data. Detection, identification treatment outlier, these techniques, is key point. Outlier detection WSNs challenge due the low capacity nodes bandwidth network. This paper proposes methodology that applies clustering lightweight statistics for outliers WSNs. The assessment involves case study with temperature WSN...
The emergence of Wireless Sensor Network enabled the pervasive monitoring local environments, however, to better suit large scale requirements for Information Technology industry applications, devices must be able operate within internet infrastructure. IoT (Internet Things) has emerged fill this gap and deliver sensed data widely, therefore increasing connectivity devices. However, implementation integration devices, storage development applications are still considered challenging. This...
Embedded systems are computer that part of a larger system providing generally monitoring and real-time control for the entire system. They provide set pre-defined tasks, usually dedicated to real time application, have special requirements. These considered critical when failure events may jeopardize lives or high-value assets. Usually these operate with frequent information exchange between inner parts vehicle ground stations also other vehicles. Due fact they systems, this communication...
Flying ad hoc networks (FANETs) are a new paradigm that can overcome mission constraints of single unmanned aerial vehicles (UAVs). FANETs composed several UAVs cooperate to accomplish some critical (i.e., hazardous area monitoring). In order maintain coordination, all must continuously retransmit or relay messages through the wireless channel assure every UAV knows FANET condition. However, when this message exchange is done arbitrarily, it may cause broadcast storm problem, leading medium...
Civilian unmanned aerial vehicles (UAVs) usually have modest sizes and also physical limitations that restrict their use. Using more than one aircraft can bring efficiency better results to missions. In order coordinate the mission execution by a team, flying ad hoc network (FANET) is set up UAVs exchange information through broadcast messages. This communication among has new challenges need investigation, such as Broadcast Storm Problem (BSP). this paper we present an evaluation of...
Several market sectors are attracted by the potential of unmanned aerial vehicles (UAVs), such as delivery, agriculture, and cinema, among others. UAVs becoming part Internet Things (IoT) networks in development autonomous scalable solutions. However, these gradually attractive targets for cyberattacks. This study proposes an efficient platform based on Message Queuing Telemetry Transport (MQTT) protocol UAV control Denial-of-Service (DoS) detection embedded system. For efficiency test,...
The Internet of Things is a new paradigm where smart embedded devices and systems are connected to the Internet. In this context, Wireless Sensor Networks (WSN) becoming an important alternative for sensing actuating critical applications like industrial automation, remote patient monitoring domotics. IEEE 802.15.4 protocol has been adopted as standard WSN 6LoWPAN proposed overcome challenges integrating protocols. paper, mechanisms header compression fragmentation IPv6 datagrams in were...
Wireless sensor networks (WSNs) are generally used to monitor hazardous events in inaccessible areas. Thus, on one hand, it is preferable assure the adoption of minimum transmission power order extend as much possible WSNs lifetime. On other crucial guarantee that transmitted data correctly received by nodes. trading off optimization and reliability insurance has become most important concerns when dealing with modern systems based WSN. In this context, we present a self-optimization (TPSO)...
Wireless Sensor Networks (WSN) are a special kind of ad-hoc networks that is usually deployed in monitoring field order to detect some physical phenomenon. Due the low dependability individual nodes, small radio coverage and large areas be monitored, organization nodes clusters generally used. Moreover, number WSN area increase dependability. Therefore, best cluster head positioning desirable characteristic WSN. In this paper, we propose hybrid clustering algorithm based on community...
Wireless Sensor Networks (WSN) can be used to monitor hazardous and inaccessible areas. In these situations, the power supply (e.g. battery) in each node not easily replaced. One solution is deploy a large number of sensor nodes, since lifetime dependability network increased through cooperation among nodes. addition energy consumption, applications for WSN may also have other concerns, such as, meeting deadlines maximizing quality information. this paper, two autonomic approaches dense are...
In several monitoring applications, such as those that can be found in industrial factory floor, it may necessary to obtain an uniform sensing coverage, providing much possible the same coverage degree for entire network area. The IEEE 802.15.4 has become important standard wireless sensor networks. However, use of cluster-tree topology these networks hampers a fair and Clusters more distant from base station are eventually adversely affected, with messages its sensors delayed discarded....
The transmission and storage of data collected by the devices are essential components Internet Things (IoT). When send unnecessary or redundant information, it spends more energy, unnecessarily using communication channel, besides processing at destination, that make a small contribution to application. Data compression is possible solution for significant quantity information generated IoT devices. process reducing necessary represent some volume data. This paper proposes use Swinging Door...
Wireless Sensor Networks (WSN) can be used to monitor hazardous and inaccessible areas. In these situations, the power supply (e.g. battery) in each node not easily replaced. One solution is deploy a large number of sensor nodes, since lifetime dependability network increased through cooperation among nodes. addition energy consumption, applications for WSN may also have other concerns, such as, meeting deadlines maximizing quality information. this paper, we present Genetic Machine Learning...
With the advance of genomic researches, number sequences involved in comparative methods has grown immensely. Among them, there are for similarities calculation, which used by many bioinformatics applications. Due huge amount data, union low complexity with use parallel computing is becoming desirable. The k-mers counting a very efficient method good biological results. In this work, development algorithm multiple sequence calculation using proposed. Tests show that presents scalability and...