Project Abstract

The Threagile tool is a breakthrough in autonomous car technology because it provides an extensive feature set that improves efficiency, performance, and safety. Let’s examine each of its numerous facets in more detail.Instruments and Technology: Threagile employs cutting-edge tools and technology to maximise its effectiveness. It combines machine learning techniques and complex algorithms that can interpret data in real-time. These technologies enable Threagile to process large volumes of data from a wide range of sensors, including lidar, cameras, radar, and GPS. By fully leveraging machine learning techniques like neural networks and deep learning models, Threagile can make more informed decisions. This enables Threagile to anticipate and evaluate likely scenarios in real-time.Algorithms and techniques: To tackle complex problems in autonomous driving systems, Threagile makes use of advanced algorithms and methods. It uses dynamic path planning algorithms, for example, to optimise routes, avoid obstacles, and guarantee adherence to traffic laws. Deep learning models-driven object identification approaches allow Threagile to precisely identify and classify items in its surroundings, improving safety and situational awareness.Benefits:1. Real-time Decision Making: Threagile’s quick data processing makes real-time decision-making possible, improving efficiency and safety while driving. It can anticipate possible threats like abrupt braking from oncoming traffic or pedestrian activity close to crosswalks, enabling self-driving cars to respond promptly and safely.2. Enhanced Safety: Threagile uses adaptive decision-making algorithms and redundancy in critical systems as part of a multi-layered approach to safety. It can identify anomalies in sensor data and dynamically modify tactics to address problems, prioritising safety-critical activities such as evasive manoeuvres or emergency braking.3. Efficiency Optimisation: Threagile plans routes, manages energy, and adjusts driving style, among other aspects of autonomous vehicle operation. It contributes to a sustainable driving experience by recommending fuel-saving tactics, including gradual acceleration profiles and ideal cruising speeds based on analysis of driving behaviour data.4. Scalability and Adaptability: Threagile is designed to scale seamlessly with evolving technological landscapes and operational requirements. Its modular architecture allows integration with different vehicle platforms and sensor configurations, making it adaptable to various driving situations and regulatory changes.Use Cases: Threagile has diverse applications beyond autonomous vehicles. It may be applied in industrial automation for process optimisation and safety improvement, in smart cities for traffic management and infrastructure monitoring, and in robotics for path planning and object recognition.In summary, Threagile is a powerful and adaptable instrument transforming the autonomous car technology field. It provides improved safety, increased functionality, and efficiency optimization in a variety of fields. Because of its complex algorithms, scalability, and capacity to handle data in real time, it is an invaluable tool in the creation and implementation of autonomous systems.

Keywords: analysis of complex systems, THREAGILE SOFTWARE, application of threagile software for cyber security analysis of complex systems

 Conference Details

Session: Presentation Stream 1 at Presentation Slot 6

Location: GH049 at Tuesday 7th 13:30 – 17:00

Markers: Chen Hu (GTA), Simon Robinson

Course: MSc Cyber Security, Masters PG

Future Plans: I’m looking for an industry placement