Matches in SemOpenAlex for { <https://semopenalex.org/work/W4376455152> ?p ?o ?g. }
- W4376455152 endingPage "3931" @default.
- W4376455152 startingPage "3918" @default.
- W4376455152 abstract "We study a variant of a robust description source coding framework, which is a relevant model for goal-oriented semantic information transmission, via its corresponding characterization. Considering two individual single-letter separable distortion constraints and input and output data acting as the intrinsic and extrinsic message, respectively, we first derive a lower bound on the optimal rates of the problem, as well as necessary and sufficient conditions for this bound to be tight. Subsequently, we prove a general result that provides in parametric form the optimal solution of the characterization of this problem. Capitalizing on these results, we examine the structure of the solution for one case study of general binary alphabets under Hamming distortions and solve in closed form a special case. We also solve another general binary alphabet case where a Hamming and an erasure distortion coexist, as a means to highlight the importance of selecting the type of the distortion constraint in goal-oriented semantic communication. Furthermore, we develop a goal-oriented Blahut-Arimoto (BA) algorithm, which can be used for the computation of any finite alphabet intrinsic or extrinsic message under individual distortion criteria. Finally, we revisit the problem for multidimensional independent and identically distributed ( <inline-formula xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink> <tex-math notation=LaTeX>$mathop {mathrm {i.i.d.}}$ </tex-math></inline-formula> ) jointly Gaussian processes with individual mean-square error (MSE) distortion constraints, providing new insights that have previously been overlooked. This work reveals the cardinal role of context-dependent fidelity criteria in goal-oriented semantic communication." @default.
- W4376455152 created "2023-05-14" @default.
- W4376455152 creator A5059216362 @default.
- W4376455152 creator A5088602155 @default.
- W4376455152 date "2023-07-01" @default.
- W4376455152 modified "2023-09-27" @default.
- W4376455152 title "The Role of Fidelity in Goal-Oriented Semantic Communication: A Rate Distortion Approach" @default.
- W4376455152 cites W1967203244 @default.
- W4376455152 cites W1990742913 @default.
- W4376455152 cites W1995875735 @default.
- W4376455152 cites W1996109958 @default.
- W4376455152 cites W2001863269 @default.
- W4376455152 cites W2015042120 @default.
- W4376455152 cites W2029236670 @default.
- W4376455152 cites W2070432296 @default.
- W4376455152 cites W2112738442 @default.
- W4376455152 cites W2114085948 @default.
- W4376455152 cites W2115550172 @default.
- W4376455152 cites W2121427778 @default.
- W4376455152 cites W2123095296 @default.
- W4376455152 cites W2123254705 @default.
- W4376455152 cites W2133249991 @default.
- W4376455152 cites W2137024647 @default.
- W4376455152 cites W2148986322 @default.
- W4376455152 cites W2893836673 @default.
- W4376455152 cites W2964019610 @default.
- W4376455152 cites W2976920320 @default.
- W4376455152 cites W3004645319 @default.
- W4376455152 cites W3021482604 @default.
- W4376455152 cites W3081910764 @default.
- W4376455152 cites W3173638803 @default.
- W4376455152 cites W3178874807 @default.
- W4376455152 cites W3180974649 @default.
- W4376455152 cites W3196939281 @default.
- W4376455152 cites W3197256000 @default.
- W4376455152 cites W4226483158 @default.
- W4376455152 cites W4253671238 @default.
- W4376455152 cites W4289655294 @default.
- W4376455152 cites W4289713089 @default.
- W4376455152 cites W4300029251 @default.
- W4376455152 cites W4313455370 @default.
- W4376455152 doi "https://doi.org/10.1109/tcomm.2023.3274122" @default.
- W4376455152 hasPublicationYear "2023" @default.
- W4376455152 type Work @default.
- W4376455152 citedByCount "2" @default.
- W4376455152 countsByYear W43764551522023 @default.
- W4376455152 crossrefType "journal-article" @default.
- W4376455152 hasAuthorship W4376455152A5059216362 @default.
- W4376455152 hasAuthorship W4376455152A5088602155 @default.
- W4376455152 hasBestOaLocation W43764551522 @default.
- W4376455152 hasConcept C105795698 @default.
- W4376455152 hasConcept C111919701 @default.
- W4376455152 hasConcept C11413529 @default.
- W4376455152 hasConcept C117251300 @default.
- W4376455152 hasConcept C118615104 @default.
- W4376455152 hasConcept C122123141 @default.
- W4376455152 hasConcept C126780896 @default.
- W4376455152 hasConcept C134306372 @default.
- W4376455152 hasConcept C141513077 @default.
- W4376455152 hasConcept C157125643 @default.
- W4376455152 hasConcept C179518139 @default.
- W4376455152 hasConcept C193319292 @default.
- W4376455152 hasConcept C194257627 @default.
- W4376455152 hasConcept C2776257435 @default.
- W4376455152 hasConcept C31258907 @default.
- W4376455152 hasConcept C33923547 @default.
- W4376455152 hasConcept C41008148 @default.
- W4376455152 hasConcept C43126263 @default.
- W4376455152 hasConcept C48372109 @default.
- W4376455152 hasConcept C57273362 @default.
- W4376455152 hasConcept C64185310 @default.
- W4376455152 hasConcept C70710897 @default.
- W4376455152 hasConcept C73150493 @default.
- W4376455152 hasConcept C78548338 @default.
- W4376455152 hasConcept C80444323 @default.
- W4376455152 hasConcept C94375191 @default.
- W4376455152 hasConceptScore W4376455152C105795698 @default.
- W4376455152 hasConceptScore W4376455152C111919701 @default.
- W4376455152 hasConceptScore W4376455152C11413529 @default.
- W4376455152 hasConceptScore W4376455152C117251300 @default.
- W4376455152 hasConceptScore W4376455152C118615104 @default.
- W4376455152 hasConceptScore W4376455152C122123141 @default.
- W4376455152 hasConceptScore W4376455152C126780896 @default.
- W4376455152 hasConceptScore W4376455152C134306372 @default.
- W4376455152 hasConceptScore W4376455152C141513077 @default.
- W4376455152 hasConceptScore W4376455152C157125643 @default.
- W4376455152 hasConceptScore W4376455152C179518139 @default.
- W4376455152 hasConceptScore W4376455152C193319292 @default.
- W4376455152 hasConceptScore W4376455152C194257627 @default.
- W4376455152 hasConceptScore W4376455152C2776257435 @default.
- W4376455152 hasConceptScore W4376455152C31258907 @default.
- W4376455152 hasConceptScore W4376455152C33923547 @default.
- W4376455152 hasConceptScore W4376455152C41008148 @default.
- W4376455152 hasConceptScore W4376455152C43126263 @default.
- W4376455152 hasConceptScore W4376455152C48372109 @default.
- W4376455152 hasConceptScore W4376455152C57273362 @default.
- W4376455152 hasConceptScore W4376455152C64185310 @default.
- W4376455152 hasConceptScore W4376455152C70710897 @default.