Simple Codes and Sparse Recovery with Fast Decoding
نویسندگان
چکیده
Construction of error-correcting codes achieving a designated minimum distance parameter is central problem in coding theory. In this work, we study very simple construction binary linear that correct given number errors . Moreover, design simple, nearly optimal syndrome decoder for the code as well. The running time only logarithmic block length and This can be applied to exact for-all sparse recovery over any field, improving upon previous results with same measurements. Furthermore, computation from received word done length. We also demonstrate an application these techniques nonadaptive group testing construct explicit measurement schemes tests identifying up defectives population size
منابع مشابه
Universal Sparse Superposition Codes with Spatial Coupling and GAMP Decoding
Sparse superposition codes, or sparse regression codes, constitute a new class of codes which was first introduced for communication over the additive white Gaussian noise (AWGN) channel. It has been shown that such codes are capacity-achieving over the AWGN channel under optimal maximum-likelihood decoding as well as under various efficient iterative decoding schemes equipped with power alloca...
متن کاملFast Unique Decoding of Plane Ag Codes
An interpolation-based unique decoding algorithm of Algebraic Geometry codes was recently introduced. The algorithm iteratively computes the sent message through a majority voting procedure using the Gröbner bases of interpolation modules. We now combine the main idea of the Guruswami-Sudan list decoding with the algorithm, and thus obtain a hybrid unique decoding algorithm of plane AG codes, s...
متن کاملFast Sequential Decoding of Polar Codes
An extension of the stack decoding algorithm for polar codes is presented. The paper introduces a new score function, which enables one to accurately compare paths of different length. This results in significant complexity reduction with respect to the original stack algorithm at the expense of negligible performance loss.
متن کاملFast decoding algorithms for variable-lengths codes
Data compression has been widely applied in many data processing areas. Compression methods use variable-length codes with the shorter codes assigned to symbols or groups of symbols that appear in the data frequently. There exist many coding algorithms, e.g. Elias-delta codes, Fibonacci codes and other variable-length codes which are often applied to encoding of numbers. Although we often do no...
متن کاملFast-SSC-Flip Decoding of Polar Codes
Polar codes are widely considered as one of the most exciting recent discoveries in channel coding. For short to moderate block lengths, their error-correction performance under list decoding can outperform that of other modern errorcorrecting codes. However, high-speed list-based decoders with moderate complexity are challenging to implement. Successivecancellation (SC)-flip decoding was shown...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: SIAM Journal on Discrete Mathematics
سال: 2023
ISSN: ['1095-7146', '0895-4801']
DOI: https://doi.org/10.1137/21m1465354