What is the concept of redundancy in data compression?

In this paper, we present an adaptive lossless data compression (ALDC) algorithm for wireless sensor networks. Our proposed ALDC scheme performs compression ... Lossless compression uses an algorithm to shrink the image without losing any important data. Essentially, it rewrites the file to make it more efficient - ... Sep 25, 2019 ... In this paper, we propose a Transformer based lossless compression method that match the best compression ratio for text. Our approach is purely ... This work presents a comparative analysis of data compression algorithms tailored for WSNs. It studies and enhances two adaptive lossless data compression ... Oct 31, 2012 ... M. Burrows and D. J. Wheeler, “A Block-Sorting Lossless Data Compression Algorithm,” Systems Research Center, Vol. 22, No. 5, 1994. Jul 16, 2024 ... Lossless compression reduces file size by removing unnecessary metadata without any discernible loss in picture quality. The original data can ... Apr 6, 2016 ... A new lossless data compression method for data transmission is proposed. This new compression mechanism does not face the problem of ... Information theory is needed to understand the limits of compression and give clues on how to compress well. Lecture 5 - Statistical Lossless Data Compression. The study focuses on exploring lossless and lossy compression methods, their compression ratios, complexities, and suitability for diverse data types and ... NNCP is an experiment to build a practical lossless data compressor with neural networks. The latest version uses a Transformer model. The papers nncp_v2.1.pdf ...