BATS Codes

BATS Codes
Author: Shenghao Yang
Publisher: Springer Nature
Total Pages: 208
Release: 2022-06-01
Genre: Computers
ISBN: 3031792785

This book discusses an efficient random linear network coding scheme, called BATched Sparse code, or BATS code, which is proposed for communication through multi-hop networks with packet loss. Multi-hop wireless networks have applications in the Internet of Things (IoT), space, and under-water network communications, where the packet loss rate per network link is high, and feedbacks have long delays and are unreliable. Traditional schemes like retransmission and fountain codes are not sufficient to resolve the packet loss so that the existing communication solutions for multi-hop wireless networks have either long delay or low throughput when the network length is longer than a few hops. These issues can be resolved by employing network coding in the network, but the high computational and storage costs of such schemes prohibit their implementation in many devices, in particular, IoT devices that typically have low computational power and very limited storage. A BATS code consists of an outer code and an inner code. As a matrix generalization of a fountain code, the outer code generates a potentially unlimited number of batches, each of which consists of a certain number (called the batch size) of coded packets. The inner code comprises (random) linear network coding at the intermediate network nodes, which is applied on packets belonging to the same batch. When the batch size is 1, the outer code reduces to an LT code (or Raptor code if precode is applied), and network coding of the batches reduces to packet forwarding. BATS codes preserve the salient features of fountain codes, in particular, their rateless property and low encoding/decoding complexity. BATS codes also achieve the throughput gain of random linear network coding. This book focuses on the fundamental features and performance analysis of BATS codes, and includes some guidelines and examples on how to design a network protocol using BATS codes.

BATS Codes

BATS Codes
Author: Shenghao Yang
Publisher: Morgan & Claypool Publishers
Total Pages: 228
Release: 2017-09-19
Genre: Computers
ISBN: 1627057153

This book discusses an efficient random linear network coding scheme, called BATched Sparse code, or BATS code, which is proposed for communication through multi-hop networks with packet loss. Multi-hop wireless networks have applications in the Internet of Things (IoT), space, and under-water network communications, where the packet loss rate per network link is high, and feedbacks have long delays and are unreliable. Traditional schemes like retransmission and fountain codes are not sufficient to resolve the packet loss so that the existing communication solutions for multi-hop wireless networks have either long delay or low throughput when the network length is longer than a few hops. These issues can be resolved by employing network coding in the network, but the high computational and storage costs of such schemes prohibit their implementation in many devices, in particular, IoT devices that typically have low computational power and very limited storage. A BATS code consists of an outer code and an inner code. As a matrix generalization of a fountain code, the outer code generates a potentially unlimited number of batches, each of which consists of a certain number (called the batch size) of coded packets. The inner code comprises (random) linear network coding at the intermediate network nodes, which is applied on packets belonging to the same batch. When the batch size is 1, the outer code reduces to an LT code (or Raptor code if precode is applied), and network coding of the batches reduces to packet forwarding. BATS codes preserve the salient features of fountain codes, in particular, their rateless property and low encoding/decoding complexity. BATS codes also achieve the throughput gain of random linear network coding. This book focuses on the fundamental features and performance analysis of BATS codes, and includes some guidelines and examples on how to design a network protocol using BATS codes.

Essays on Coding Theory

Essays on Coding Theory
Author: Ian F. Blake
Publisher: Cambridge University Press
Total Pages: 474
Release: 2024-03-14
Genre: Mathematics
ISBN: 1009283413

Critical coding techniques have developed over the past few decades for data storage, retrieval and transmission systems, yet they are rarely covered in the graduate curricula. This book provides new researchers in academia and industry with informal introductions to the basic ideas of these topics, including pointers to further reading.

Machine Learning and Intelligent Communications

Machine Learning and Intelligent Communications
Author: Mingxiang Guan
Publisher: Springer Nature
Total Pages: 538
Release: 2021-01-23
Genre: Computers
ISBN: 3030667855

This volume constitutes the refereed post-conference proceedings of the 5th International Conference on Machine Learning and Intelligent Communications, MLICOM 2020, held in Shenzhen, China, in September 2020. Due to COVID-19 pandemic the conference was held virtually. The 55 revised full papers were carefully selected from 133 submissions. The papers are organized thematically in intelligent resource ( spectrum, power) allocation schemes; applications of neural network and deep learning; decentralized learning for wireless communication systems; intelligent antennas design and dynamic configuration; intelligent communications; intelligent positioning and navigation systems; smart unmanned vehicular technology; intelligent space and terrestrial integrated networks; machine learning algorithm and Intelligent networks.

Errorless 12 Years UPPSC General Studies Prelim Papers 1 & 2 Solved Papers (2010 - 21) 3rd Edition

Errorless 12 Years UPPSC General Studies Prelim Papers 1 & 2 Solved Papers (2010 - 21) 3rd Edition
Author: Disha Experts
Publisher: Disha Publications
Total Pages: 292
Release:
Genre:
ISBN: 9391551599

Errorless 12 Years UPPSC General Studies Prelim Papers 1 & 2 Solved Papers (2010 - 21) consists of past 12 years Solved papers of Uttar Pradesh PSC Exam Paper 1 from 2010 - 2021 along with 6 Prelim Paper 2 from 2016 - 2021. In all the book contains 1900+ MCQs with detailed explanations. The USP of the book is the detailed explanation of each question. The answer key has been verified with the UPPSC. The book is also useful for UPSC and other PSC Exams.

The Baseball Codes

The Baseball Codes
Author: Jason Turbow
Publisher: Anchor
Total Pages: 306
Release: 2011-03-22
Genre: Sports & Recreation
ISBN: 030727862X

An insider’s look at baseball’s unwritten rules, explained with examples from the game’s most fascinating characters and wildest historical moments. Everyone knows that baseball is a game of intricate regulations, but it turns out to be even more complicated than we realize. All aspects of baseball—hitting, pitching, and baserunning—are affected by the Code, a set of unwritten rules that governs the Major League game. Some of these rules are openly discussed (don’t steal a base with a big lead late in the game), while others are known only to a minority of players (don’t cross between the catcher and the pitcher on the way to the batter’s box). In The Baseball Codes, old-timers and all-time greats share their insights into the game’s most hallowed—and least known—traditions. For the learned and the casual baseball fan alike, the result is illuminating and thoroughly entertaining. At the heart of this book are incredible and often hilarious stories involving national heroes (like Mickey Mantle and Willie Mays) and notorious headhunters (like Bob Gibson and Don Drysdale) in a century-long series of confrontations over respect, honor, and the soul of the game. With The Baseball Codes, we see for the first time the game as it’s actually played, through the eyes of the players on the field. With rollicking stories from the past and new perspectives on baseball’s informal rulebook, The Baseball Codes is a must for every fan.