Essays about: "remote real-time devices"

Showing result 1 - 5 of 22 essays containing the words remote real-time devices.

1. 1. Low-power Acceleration of Convolutional Neural Networks using Near Memory Computing on a RISC-V SoC

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Kristoffer Westring; Linus Svensson; [2023]
   Keywords : FPGA; ASIC; Near Memory Computing; RISC-V; Convolutional Neural Network; Technology and Engineering;

   Abstract : The recent peak in interest for artificial intelligence, partly fueled by language models such as ChatGPT, is pushing the demand for machine learning and data processing in everyday applications, such as self-driving cars, where low latency is crucial and typically achieved through edge computing. The vast amount of data processing required intensifies the existing performance bottleneck of the data movement. READ MORE

3. 2. Real-time remote processing enabled by high speed Ethernet

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Dumitra Iancu; Lina Tinnerberg; [2023]
   Keywords : Large Intelligent Surfaces; Deep Neural Networks; FPGA; VHDL; Ethernet; Technology and Engineering;

   Abstract : A growing trend within the technologies acting as enablers for 6g, such as Massive MIMO and Large Intelligence Surfaces, is benefiting from both the communication and the positioning aspects that they can provide. As these kinds of systems are employing a large number of arrays which provide high amounts of data, a distributed hardware approach having near-antenna processing is explored in this work. READ MORE

4. 3. Cloud-based video stabilization processing in real-time

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Brecht Callens; [2022]
   Keywords : ;

   Abstract : On-device real-time video stabilization has become a common feature of modernsmartphones. This processing technique improves quality but is an expensive processthat requires significant resources from the devices themselves. By offloading thisprocess to the cloud, much better hardware could be utilized to perform these tasks. READ MORE

5. 4. Performance analysis of adaptive streaming algorithms for a low-latency environment

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Antonio Kevo; Albert Sjölund; [2022]
   Keywords : Technology and Engineering;

   Abstract : Streaming video over the internet can face issues when met with poor and varying network conditions, which can be especially noticeable when streaming live video such as security footage or video calling. To handle this, there exists congestion control algorithms that monitor network conditions based on feedback from the receiver and adapt the video output. READ MORE

6. 5. An Analysis of Spatially-enabled Mobile Decision Support Systems in a Collaborative Decision-Making Environment

   University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

   Author : Mark Overton; [2022]
   Keywords : Geography; GIS; multi criteria decision analysis; mobile decision support system; route optimization; Earth and Environmental Sciences;

   Abstract : The effectiveness of decision-making processes has been enhanced by integrating multi-criteria decision analysis (MCDA) and geographic information system (GIS) methods to solve more complex spatial problems that were not possible to solve using conventional GIS methods. A spatial decision support system (SDSS) supports various stakeholders in the decision-making process, by processing data using GIS-MCDA methods. READ MORE