This research aims to advance the field of Space Situational Awareness (SSA) by optimizing multi-sensor multi-target tracking (MSMTT) algorithms within the Random Finite Set (RFS) framework. The project focuses on addressing the computational challenges posed by the increasing number of Resident Space Objects (RSOs) through the development of an efficient, scalable estimator capable of handling dense object environments and ambiguous data. Key components of this research include a detailed evaluation of existing RFS methods showing promise in the field of SSA, such as Labelled Multi-Bernoulli methods (LMB). By integrating and enhancing these techniques, the project aims to improve tracking accuracy and computational efficiency by implementing the filters using C++ source code, thereby supporting both current space operations and future mission planning.

This summary is about the highlights of the final design of the LAMP (Low Altitude Modular Platform). This report follows the project plan, baseline report and midterm report. This report presents the market analysis for the platform followed by the detailed design of the platform. The design of each subsystem is treated on its own after which the integration, manufacturing and operations of all subsystems are discussed. The low-altitude modular platform is a versatile satellite platform with a wide range of capabilities. It bridges the gap between small CubeSats and high-end Earth observational satellites, while also flying at 300 Km, enabling higher resolutions in a small form factor. While the market share of CubeSats has grown a lot in recent years, their capabilities are still limited. Due to practical constraints of miniaturisation, the spacecraft bus platform typically occupies approximately 50% to 80% of the total satellite internal volume. This problem is however remedied with the use of larger satellites, which is the market gap LAMP tries to occupy. It has both the advantages of standardisation, ease of production, and low cost of CubeSats, while also possessing a large payload fraction and the bus capabilities to accommodate a high-end earth observation payload. LAMP is also innovative in its communication capabilities: It is planned to be the first satellite platform to use the SpaceX Starlink constellation. This gives LAMP unparalleled communication capabilities for an earth observational satellite in its class. LAMP is capable of sending all the information of its design payload (the DST) in livelink. In certain orbits, it is even capable of streaming 1080p 60fps video live to Earth. This opens it for a great number of new applications related to civil, law enforcement, and military surveillance...