Semantic Comms on VANETs

This project focuses on optimizing semantic communication in both inter-vehicle and intra-vehicle links, balancing parameters like system complexity and data size. It aims for superior throughput, surpassing Shannon’s bound, while ensuring resilience against communication challenges. The objective is to establish efficient communication in Vehicular Ad-Hoc Networks (VANETs), contributing to a smarter mobility environment.

This project contains following milestones:

1. System Parameters Fine-tuning: We recommend a comprehensive optimization strategy to enhance critical parameters within our system. By suggesting refinements to the complexity of the vehicle system, addressing communication constraints, fine-tuning sensor configurations for optimal data collection, and optimizing data size, our overarching goal is to make meticulous tuning. Through this optimization, we aim to maximize efficiency in semantic communication, laying the foundation for enhanced performance and adaptability.

2. Optimal Configuration Identification: Our aim is to systematically identify the most effective setup for smart mobility. By determining the optimal number of sensors and vehicles and delving into the impact of factors like signal processing methods, communication channel constraints, and impairments, our endeavor is to establish a configuration that not only maximizes performance but also exhibits resilience. Through this exploration, we aim to strike a delicate balance between efficiency and robustness in semantic communication, shaping a configuration balance for success.

3. Resilience Against Wireless Channel Impairments: Ensuring steadfast resilience against wireless channel impairments is integral to our project’s success. By establishing a robust defense mechanism to counteract challenges such as signal interference and disruptions, our aim is to guarantee uninterrupted communication. This resilience is carefully woven into the fabric of our system, fortifying its ability to navigate through various wireless channel impairments and sustain seamless communication under adverse conditions.

4. VANET Cooperation: Our priority is to develop advanced collaboration and seamless coordination across the complex environment of Vehicular Ad-Hoc Networks (VANETs). Our goal as we investigate techniques for increased vehicle collaboration, taking into account elements such as traffic situations and communication strengths, is to create strong communication protocols. We foresee a network in which cars communicate effortlessly, paving the way for a more dependable and efficient automotive ecology.