Nested linear/Lattice codes for structured multiterminal binning
نویسندگان
چکیده
Network information theory promises high gains over simple point-to-point communication techniques, at the cost of higher complexity. However, lack of structured coding schemes limited the practical application of these concepts so far. One of the basic elements of a network code is the binning scheme. Wyner and other researchers proposed various forms of coset codes for efficient binning, yet these schemes were applicable only for lossless source (or noiseless channel) network coding. To extend the algebraic binning approach to lossy source (or noisy channel) network coding, recent work proposed the idea of nested codes, or more specifically, nested parity-check codes for the binary case and nested lattices in the continuous case. These ideas connect network information theory with the rich areas of linear codes and lattice codes, and have strong potential for practical applications. We review these recent developments and explore their tight relation to concepts such as combined shaping and precoding, coding for memories with defects, and digital watermarking. We also propose a few novel applications adhering to a unified approach.
منابع مشابه
Papers summery on: R.Zamir and S.Shamai and U.Erez, ”Nested linear/lattice codes for structured multiterminal binning”
In [1] nested codes are defined and some fundamental properties are introduced. We review the usage of nested codes in wyner’s noiseless binning scheme,noisy side information problems and dirty paper problems. Some related topic such as multiterminal coding of correlated sources and coordinated encoding over mutually interfering channels are also touched. I. NESTED CODES: PRELIMINARIES Nested c...
متن کاملCapacity of the Gaussian Two-way Relay Channel to within 1/2 Bit
In this paper, a Gaussian two-way relay channel, where two source nodes exchange messages with each other through a relay, is considered. We assume that all nodes operate in full-duplex mode and there is no direct channel between the source nodes. We propose an achievable scheme composed of nested lattice codes for the uplink and structured binning for the downlink. We show that the scheme achi...
متن کاملNested Lattice Codes for Gaussian Two-Way Relay Channels
In this paper, we consider a Gaussian two-way relay channel (GTRC), where two sources exchange messages with each other through a relay. We assume that there is no direct link between sources, and all nodes operate in full-duplex mode. By utilizing nested lattice codes for the uplink (i.e., MAC phase), and structured binning for the downlink (i.e., broadcast phase), we propose two achievable sc...
متن کاملCan Structure Beat Random? - The Story of Lattice Codes
At the birth of information theory, Shannon surprised the communication world with the concept of random coding, which he used for proving the ultimate limits of his theory. This powerful tool is, however, nonconstructive. In Shannon’s words: “An attempt to obtain a good approximation to ideal coding by following the method of the proof is generally impractical... related to the difficulty of g...
متن کاملCFMA (Compute-Forward Multiple Access) and its Applications in Network Information Theory
While both fundamental limits and system implementations are well understood for the point-to-point communication system, much less is developed for general communication networks. This thesis contributes towards the design and analysis of advanced coding schemes for multi-user communication networks with structured codes. The first part of the thesis investigates the usefulness of lattice code...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- IEEE Trans. Information Theory
دوره 48 شماره
صفحات -
تاریخ انتشار 2002