Saha Souradip, Mahajan Shubham, Adrat Marc, Gerstacker Wolfgang
Fraunhofer Institute for Communication, Information Processing and Ergonomics, Fraunhoferstraße 20, 53343 Wachtberg, Germany.
Institute for Digital Communications, Friedrich-Alexander-Universität, Erlangen-Nürnberg, Cauerstr. 7, 91058 Erlangen, Germany.
Entropy (Basel). 2024 Jul 9;26(7):584. doi: 10.3390/e26070584.
Polar codes have garnered a lot of attention from the scientific community, owing to their low-complexity implementation and provable capacity achieving capability. They have been standardized to be used for encoding information on the control channels in 5G wireless networks due to their robustness for short codeword lengths. The conventional approach to generate polar codes is to recursively use 2×2 kernels and polarize channel capacities. This approach however, has a limitation of only having the ability to generate codewords of length Norig=2n form. In order to mitigate this limitation, multiple techniques have been developed, e.g., polarization kernels of larger sizes, multi-kernel polar codes, and downsizing techniques like puncturing or shortening. However, the availability of so many design options and parameters, in turn makes the choice of design parameters quite challenging. In this paper, the authors propose a novel polar code construction technique called Adaptive Segmented Aggregation which generates polar codewords of any arbitrary codeword length. This approach involves dividing the entire codeword into smaller segments that can be independently encoded and decoded, thereby aggregated for channel processing. Additionally a rate assignment methodology has been derived for the proposed technique, that is tuned to the design requirement.
极化码因其低复杂度实现和可证明的容量实现能力而备受科学界关注。由于其在短码字长度时具有鲁棒性,已被标准化用于5G无线网络中控制信道上的信息编码。生成极化码的传统方法是递归使用2×2核并极化信道容量。然而,这种方法有一个局限性,即只能生成长度为Norig = 2n形式的码字。为了减轻这一局限性,人们开发了多种技术,例如更大尺寸的极化核、多核极化码以及打孔或缩短等缩减技术。然而,如此众多的设计选项和参数的存在,反过来又使得设计参数的选择颇具挑战性。在本文中,作者提出了一种名为自适应分段聚合的新型极化码构造技术,该技术可生成任意码字长度的极化码字。这种方法包括将整个码字划分为较小的段,这些段可以独立编码和解码,从而聚合起来进行信道处理。此外,还为所提出的技术推导了一种速率分配方法,该方法可根据设计要求进行调整。