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Finite-Precision Methods for Energy-Based Direct Arithmetic Coding in Probabilistic Shaping | IEEE Conference Publication | IEEE Xplore

Finite-Precision Methods for Energy-Based Direct Arithmetic Coding in Probabilistic Shaping


Abstract:

We introduce finite-precision encoding and decoding methods for energy-based direct arithmetic coding (AC), a newly coined technique that enables fixed-to-fixed invertibl...Show More

Abstract:

We introduce finite-precision encoding and decoding methods for energy-based direct arithmetic coding (AC), a newly coined technique that enables fixed-to-fixed invertible distribution matching (DM) in probabilistic amplitude shaping (PAS) systems and approaching the sphere shaping gain. Moreover, we introduce novel methods for determining calibration guarantees to account for computational precision loss due to the finite-precision nature of encoding and decoding, and present methods of finite-precision approximation for estimating key energy-based quantities. As we shall present, our methods enable efficient implementations with a negligible degradation due to the finite-precision computations, thus readily establishing a pragmatic approach to energy-efficient communication from a practical standpoint.
Date of Conference: 09-13 June 2024
Date Added to IEEE Xplore: 20 August 2024
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Conference Location: Denver, CO, USA

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