Advanced search

Showing result 1 - 5 of 78 essays matching the above criteria.

1. 1. Real-Time Certified MPC for a Nano Quadcopter

   University essay from Linköpings universitet/Institutionen för systemteknik

   Author : Arvid Linder; [2024]
   Keywords : MPC; Model predictive control; quadcopter; control system;

   Abstract : There is a constant demand to use more advanced control methods in a wider field of applications. Model Predictive Control (MPC) is one such control method, based on recurrently solving an optimization problem for determining the optimal control signal. READ MORE

3. 2. An Empirical Survey of Bandits in an Industrial Recommender System Setting

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Tobias Schwarz; Johan Brandby; [2023-09-21]
   Keywords : computer science; industrial application; machine learning; reinforcement learning; multi-armed bandits; MAB; contextual multi-armed bandits; survey; batch learning;

   Abstract : In this thesis, the effects of incorporating unstructured data—images in the wild—in contextual multi-armed bandits are investigated, when used within a recommender system setting, which focuses on picture-based content suggestion. The idea is to employ image features, extracted by a pre-trained convolutional neural network, and study the resulting bandit behaviors when including respective excluding this information in the typical context creation, which normally relies on structured data sources—such as metadata. READ MORE

4. 3. Simulation and Testing of a MU-MIMO Beamforming System

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

   Author : Nazyar Mehdishishavan; Zonghan Wang; [2023]
   Keywords : Multi-User Multiple-Input Multiple-Output MU-MIMO ; Beamforming; Sounding Reference Signal SRS ; Reciprocity-based; Butler matrix; Advanced Antenna System AAS ; Technology and Engineering;

   Abstract : Multi-User Multiple-Input Multiple-Output (MU-MIMO) technology has become increasingly important in the field of wireless communication due to its ability to highly increase the capacity and efficiency of wireless networks [1]. Beamforming, as a technique used in MU-MIMO systems, improves network performance by improving signal quality and reducing interference. READ MORE

5. 4. Home automation using the Internet of Things

   University essay from Uppsala universitet/Signaler och system

   Author : Ronghan Wu; [2023]
   Keywords : ;

   Abstract : This bachelor’s thesis project is intended to study IoT (Internet of Things) and apply it to an application in home automation. To this purpose, a prototype has been implemented that can measure indoor temperature and humidity, display the measurement data on an LCD display, and then send the measurement data to a cloud server for users to read online. READ MORE

6. 5. Counterfeit product grouping - a cluster ensemble approach

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Jency Raj; Ramu Satheesh; [2023]
   Keywords : Machine Learning; Deeplearning; Image analysis; Data science;

   Abstract : he need for the development and use of efficient and reliable Anticounterfeit techniques in the manufacturing industry and online trading has recently increased tremendously. Flooding counterfeit products in the international market have several adverse social and economic impacts globally. READ MORE