Essays about: "Intelligent traffic system"

Showing result 6 - 10 of 47 essays containing the words Intelligent traffic system.

1. 6. Impacts of misbehavior in Intelligent Transportation Systems (ITS) : The case of cooperative maneuvers

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Andreas Henriksson; [2022]
   Keywords : Intelligent Transportation System; Connected vehicles; Vehicular Communication; Cooperative maneuvers; Maneuver Coordination; Networks attacks; Selective jamming attacks; Falsification attacks; Intelligenta transporteringssytem; Uppkopplade fordon; Fordonskommunikation; Kooperativa manövrar; Manöverkoordinering; Nätverks attacker; Selektiva utstörningsattacker; Förfalskningsattacker;

   Abstract : Connected and autonomous vehicles are emerging technologies that have fostered the Intelligent Transportation System (ITS). ITS has the objective of optimizing traffic safety, mobility, and fuel consumption. To achieve this, a range of different services are provided that utilize communication in a vehicular network. READ MORE

3. 7. Use of improved Deep Learning and DeepSORT for Vehicle estimation

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Danna Zheng; [2022]
   Keywords : YOLOv4 algorithm; deep learning; DeepSORT; vehicle detection; attention mechanism; vehicle tracking; YOLOv4-algoritmen; djupinlärning; DeepSORT; fordonsdetektering; fordonsspårning;

   Abstract : Intelligent Traffic System (ITS) has high application value in nowadays vehicle surveillance and future applications such as automated driving. The crucial part of ITS is to detect and track vehicles in real-time video stream with high accuracy and low GPU consumption. READ MORE

4. 8. Developing transport interaction macromodels to simulate traffic patterns : Case of Oslo, Norway

   University essay from KTH/Transportplanering

   Author : Omkar Parishwad; [2022]
   Keywords : Spatial Interaction Modelling; Transport Modelling; City Planning; OD Matrices; Trip distribution; Transport Simulations; Sustainable Development Goals;

   Abstract : Predicting the passenger flow inside a city is a vital component of the intelligent transportation management system. The proposal for a new residential area, an office space, post­pandemic policy implications for work from home, behavioral changes for revised traffic patterns, infrastructural improvements, require a visual and analytical backing which can be provided through a macro simulation model. READ MORE

5. 9. Traffic Prediction From Temporal Graphs Using Representation Learning

   University essay from KTH/Matematisk statistik

   Author : Andreas Movin; [2021]
   Keywords : Dynamic time warping DTW ; embedding; graph convolutional networks GCN ; graph neural networks GNN ; persistent homology; spectral graph theory; temporal graphs; topological data analysis TDA ; Dynamisk time warping DTW ; inbäddning; convolutional grafnätverk GCN ; neurala grafnätverk GNN ; persistent homologi; spektral graf teori; dynamisk graf; topologisk dataanalys TDA ;

   Abstract : With the arrival of 5G networks, telecommunication systems are becoming more intelligent, integrated, and broadly used. This thesis focuses on predicting the upcoming traffic to efficiently promote resource allocation, guarantee stability and reliability of the network. READ MORE

6. 10. Evaluation of Simulated 802.11p and LTE Communication at Road Intersections and Urban Area of Self Driving Cars

   University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

   Author : Albin Odelstav; [2021]
   Keywords : Self-driving vehicles; V2X; V2V; IEEE 802.11p; LTE; LTE-V2X; Självkörande bilar; V2X; V2V; IEEE 802.11p; LTE; LTE-V2X;

   Abstract : Det här arbetet har undersökt hur mycket end-to-end delay, packet reception ratio och throughput påverkas av antal bilar, bilars hastighet samt avståndet mellan bilar i en simulerad miljö när standarden IEEE 802.11p och LTE-V2X används för kommunikation. READ MORE