Methods, systems, apparatuses and devices for facilitating motion analysis in a field of interest

A system for performing motion analysis in a field of interest, the system comprising:

• a plurality of motion sensors configured to be disposed in the field of interest, wherein the plurality of motion sensors is configured to generate a plurality of motion data corresponding to at least one motion of at least one object in the field of interest;
• a communication device configured for receiving configuration data associated with the field of interest from at least one data source;
• a processing device configured for:
• generating a digital model corresponding to the field of interest based on the configuration data using a simulation module;
• generating at least one of a plurality of motion signatures corresponding to a plurality of predetermined motions and a plurality of object signatures corresponding to a plurality of predetermined objects based on the digital model using the simulation module;
• performing training of a deep Q-learning module based on at least one of the plurality of motion signatures and the plurality of object signatures;
• performing a first analysis of the plurality of motion data based on the deep Q-learning module;
• and
• generating at least one trajectory data corresponding to at least one trajectory associated with the at least one object based on the first analysis using the deep Q-learning module;
• and
• a storage device configured for storing the digital model and at least one of the plurality of motion signatures and the plurality of object signatures.