We consider a joint source-channel decoding (JSCD) problem where the source encoder
leaves residual redundancy in the source. We first model the redundancy in the source …

In this letter, we consider improving the performance of symbol detection by utilizing the
natural redundancy (NR) that widely exists in the transmission sources. As an initial study …

A common way to protect data stored in DRAM and related memory systems is through the
use of an error-correcting code such as the extended Hamming code. Traditionally, these …

Storage systems have a strong need for substantially improving their error correction
capabilities, especially for long-term storage where the accumulating errors can exceed the …

Mainstream wireless communication networks mostly adopt the layered protocol
encapsulation mechanism, which inevitably introduces natural redundancy into protocols …

Standard error correction codes (ECC) assume good data compression, thus expecting
uniform apriori distribution of data. This assumption does not allow the exploitation of actual …

The persistent storage of big data requires advanced error correction schemes. The
classical approach is to use error correcting codes (ECCs). This work studies an alternative …

This paper considers utilizing the widely existed natural redundancy (NR) for error correction
to improve the signal detection performance. To exploit the NR in the transmitted sources …

Abstract Machine learning and information theory are closely inter-related areas. In this
dissertation, we explore topics in their intersection with some practical applications to data …

Abstract Systems and methods are disclosed for decoding data. A first block of data may be
obtained from a storage medium or received from a computing device. The first block of data …