Essays about: "resource constrained environment design"
Showing result 1 - 5 of 7 essays containing the words resource constrained environment design.
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1. Anomaly Detection for Network Traffic in a Resource Constrained Environment
University essay from Mälardalens universitet/Akademin för innovation, design och teknikAbstract : Networks connected to the internet are under a constant threat of attacks. To protect against such threats, new techniques utilising already connected hardware have in this thesis been proven to be a viable solution. READ MORE
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2. Smart Tracking for Edge-assisted Object Detection : Deep Reinforcement Learning for Multi-objective Optimization of Tracking-based Detection Process
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Detecting generic objects is one important sensing task for applications that need to understand the environment, for example eXtended Reality (XR), drone navigation etc. However, Object Detection algorithms are particularly computationally heavy for real-time video analysis on resource-constrained mobile devices. READ MORE
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3. Increasing water access throughhuman-centered design : Design of a off-grid water purifying devicein a resource constraint environment
University essay from Luleå tekniska universitet/Institutionen för ekonomi, teknik, konst och samhälleAbstract : Patrick and Felicia are a couple who run a farm. Every day they harvest their crops and sell them at the local market. This is the family's everyday life and today's income goes to all the family'sexpenses such as food, water, and transport to the market. At the end of the day, the family's totalbudget results in plus or minus zero. READ MORE
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4. Cross-layer optimization for joint visual-inertial localization and object detection on resource-constrained devices
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The expectations in performing high-performance cyber-physical applications in resource-constrained devices are continuously increasing. The available hardware is still a main limitation in this context, both in terms of computation capability and energy limits. READ MORE
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5. IoT Latency and Power consumption : Measuring the performance impact of MQTT and CoAP
University essay from Högskolan i Jönköping/JTH, Datateknik och informatikAbstract : The purpose of this thesis is to investigate the impact on latency and power consumption of certain usage environments for selected communication protocols that have been designed for resource constrained usage. The research questions in this thesis is based on the findings in Lindén report “A latency comparison of IoT protocols in MES” and seeks to answer the following: ”How does MQTT impact the latency and power consumption on a constrained device?” ”How does CoAP impact the latency and power consumption on a constrained device?” ”How does usage environment influence the latency for MQTT and CoAP?” This thesis only seeks to explore concepts and usage environments related to wireless sensor networks, internet of things and constrained devices. READ MORE