We investigate novel inner and outer bounds on the rate region of a 2-user Gaussian broadcast channel with finite, heterogeneous blocklength constraints (HB-GBC). In particular, we introduce a new, modified Sato-type outer bound that can be applied in the finite blocklength regime and which does not require the same marginal property. We then develop and analyze composite shell codes, which are suitable for the HB-GBC. Especially, to achieve a lower decoding latency for the user with a shorter blocklength constraint when successive interference cancellation is used, we derive the number of symbols needed to successfully early decode the other user's message. We numerically compare our derived outer bound to the best known achievable rate regions. Numerical results show that the new early decoding performance in terms of latency reduction is significantly improved compared to the state of the art, and it performs very close to the asymptotic limit.
翻译:我们调查了2个用户高斯广播频道的费率区域新的内外部界限和外边界限(HB-GBC),该频道的轮廓限制有限,且各异。特别是,我们引入了一个新的、经过修改的佐藤型外框,可以适用于有限轮廓系统,而不需要同样的边际属性。然后,我们开发并分析了适合HB-GBC的复合外壳代码,特别是在使用连续取消干扰时,使用户的分块长度限制降低,我们得出了尽早解码其他用户信息所需的符号数量。我们用数字比较了我们得出的外框与已知的最佳可实现率区域。数字结果显示,与艺术状态相比,在减少耐久性方面新的早期解码性能显著改善,而且与时序限制非常接近。