Abstract :
Information theory provides fundamental bounds on the tradeoff between achievable distortion in communication and the amount of resources that are allocated to the communication system. For optimal point-to-point communication, this is a condition on rate matching. Most theoretical computation work has focused on single-letter fidelity and resource criteria due to tractability. However, these may not reflect true system objectives and constraints. So, it is desirable to extend analysis to non-single-letter fidelity and resource criteria. In certain cases, the problem can be reduced to combinatorics and becomes tractable.
Keywords :
combinatorial mathematics; rate distortion theory; resource allocation; source coding; fidelity criteria; information theory; point-to-point communication; rate matching; resource allocation; resource criteria; Constraint theory; Cost function; Information theory; Magnetic recording; Optical computing; Optical distortion; Optical recording; Optical transmitters; Protection; Rate-distortion;