Sökning: "on-board data processing"

Visar resultat 1 - 5 av 18 avhandlingar innehållade orden on-board data processing.

1. 1. Space Computing using COTS Heterogeneous Platforms : Intelligent On-Board Data Processing in Space Systems

   Författare :Nandinbaatar Tsog; Mikael Sjödin; Fredrik Bruhn; Moris Behnam; Saad Mubeen; Juha Plosila; Mälardalens högskola; []
   Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; space computing; CPU-GPU heterogeneous computing; intelligent on-board data processing; Computer Science; datavetenskap;

   Sammanfattning : Space computing enriches space activities such as deep-space explorations and in-orbit intelligent decision making. The awareness of space computing is growing due to the technological advances of high-performance commercial off-the-shelf (COTS) computing platforms. LÄS MER

3. 2. Improving On-Board Data Processing using CPU-GPU Heterogeneous Architectures for Real-Time Systems

   Författare :Nandinbaatar Tsog; Mikael Nolin; Fredrik Bruhn; Moris Behnam; Saad Mubeen; Juha Plosila; Mälardalens högskola; []
   Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; on-board data processing; CPU-GPU; heterogeneous architectures; real-time systems; Computer Science; datavetenskap;

   Sammanfattning : This thesis investigates the efficacy of heterogeneous computing architectures in real-time systems.The goals of the thesis are twofold. First, to investigate various characteristics of the Heterogeneous System Architectures (HSA) compliant reference platforms focusing on computing performance and power consumption. LÄS MER

4. 3. Machine learning methods for vehicle predictive maintenance using off-board and on-board data

   Författare :Rune Prytz; Thorsteinn Rögnvaldsson; Sławomir Nowaczyk; Paul Davidsson; Högskolan i Halmstad; []
   Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY;

   Sammanfattning : Vehicle uptime is getting increasingly important as the transport solutions become more complex and the transport industry seeks new ways of being competitive. Traditional Fleet Management Systems are gradually extended with new features to improve reliability, such as better maintenance planning. LÄS MER

5. 4. Scalable Validation of Data Streams

   Författare :Cheng Xu; Tore Risch; Byung-Suk Lee; Uppsala universitet; []
   Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; Data Stream Management; Distributed Data Stream Processing; Data Stream Validation; Anomaly Detection; Datavetenskap med inriktning mot databasteknik; Computer Science with specialization in Database Technology;

   Sammanfattning : In manufacturing industries, sensors are often installed on industrial equipment generating high volumes of data in real-time. For shortening the machine downtime and reducing maintenance costs, it is critical to analyze efficiently this kind of streams in order to detect abnormal behavior of equipment. LÄS MER

7. 5. Efficient Modelling and Synthesis of Data Intensive Reconfigurable Systems

   Författare :Per Andersson; Institutionen för datavetenskap; []
   Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; kontroll; Systems engineering; numerisk analys; system; control; Datalogi; numerical analysis; systems; Data Flow Graphs; Data Flow Modlling; computer technology; Data- och systemvetenskap; Computer science; Hardware Compilation; Synthesis;

   Sammanfattning : Digital systems are integrated in our environment and have become a natural part of our every day life. As we rely more on these systems our expectations on them increases. We expect them to perform new tasks, communicate and cooperate. The complexity of these systems are increasing. LÄS MER