The pivotal storage density win achieved by solid-state devices over magnetic devices in 2015 is a result of multiple innovations in physics, architecture, and signal processing. One of the most important innovations in that regard is enabling the storage of more than one bit per cell in the Flash device, i.e., having more than two charge levels per cell. Constrained coding is used in Flash devices to increase reliability via mitigating inter-cell interference that stems from charge propagation among cells. Recently, capacity-achieving constrained codes were introduced to serve that purpose in modern Flash devices, which have more than two levels per cell. While these codes result in minimal redundancy via exploiting the underlying physics, they result in non-negligible complexity increase and access speed limitation since pages cannot be read separately. In this paper, we suggest new constrained coding schemes that have low-complexity and preserve the desirable high access speed in modern Flash devices. The idea is to eliminate error-prone patterns by coding data only on the left-most page while leaving data on all the remaining pages uncoded. Our coding schemes work for any number of levels per cell, offer systematic encoding and decoding, and are capacity-approaching. Since the proposed schemes enable the separation of pages, we refer to them as read-and-run (RR) constrained coding schemes as opposed to schemes adopting read-and-wait for other pages. We analyze the new RR coding schemes and discuss their impact on the probability of occurrence of different charge levels. We also demonstrate the performance improvement achieved via RR coding on a practical triple-level cell Flash device.
翻译:2015年,固态装置在磁性装置上取得了关键的存储密度胜利,这是物理学、建筑学和信号处理的多重创新的结果。在这方面最重要的创新之一是使闪电装置中每个细胞储存超过一位,即每个细胞的收费水平超过两个以上。在闪电装置中使用了封闭的编码,以通过降低细胞之间电源传播引起的细胞间干扰而提高可靠性。最近,在现代闪电装置中引入了能力实现限制的代码,以达到这一目的,而该功能每细胞有超过两个级别。虽然这些代码通过利用基础物理使冗余最小化,但导致无法单独阅读的复杂程度增加和访问速度限制。在本文中,我们提出了新的限制编码计划,低兼容性并保持现代闪电装置中适当的高访问速度。想法是消除易出错模式,仅将数据编码放在最左边,同时将数据留在所有剩余页面上,未编码。我们的编码计划对每个细胞的任何级别都进行了最小化的冗余,提供了系统化的精密度增加和访问速度限制,因为无法单独阅读系统化的精度计划,我们通过阅读了它们,并调整了它们的能力,我们阅读了它们,阅读了它们。 阅读了它们,阅读了它们。阅读了它们。阅读了它的系统,并升级的系统,并调整了它们。