{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T22:32:59Z","timestamp":1777761179017,"version":"3.51.4"},"reference-count":130,"publisher":"Emerald","issue":"6","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2008,6,25]]},"abstract":"<jats:p>In this survey we review the concepts and methods of communication systems equipped with side information. We focus on the channel coding problem, where side information is available to the transmitter in either a causal or non-causal manner, and we also consider the source coding problem with side information at the receiver.<\/jats:p>\n                  <jats:p>We first summarize the main results for channels with causal\/non- causal side information and the associated capacity formulas. Next, we consider specific channel models, such as Costa\u2019s dirty-paper model, the AWGN channel model with fading and the modulo additive noise channel. Further, we provide applications to the models considered here, in particular, we present the watermarking problem and the Gaussian MIMO broadcast channel. We also consider algorithms for the calculation of the channel\u2019s capacity, and practical coding schemes for the communication systems explored in this survey. Finally, we study several related information-theoretic problems and present both the Wyner\u2013Ziv and the Slepian\u2013Wolf problems. The source coding problems and the channel coding problems, are presented in a unified version and the duality between the problems is presented. We also present extensions for the MAC and broadcast channel models, to the case where they are controlled by a state process, and consider several hybrid models, e.g., joint source\u2013channel coding for the Wyner\u2013Ziv source and the Gel\u2019fand\u2013Pinsker channel, and the achievable tradeoff between the message and the state information rates.<\/jats:p>","DOI":"10.1561\/0100000025","type":"journal-article","created":{"date-parts":[[2008,7,4]],"date-time":"2008-07-04T16:18:35Z","timestamp":1215188315000},"page":"445-586","source":"Crossref","is-referenced-by-count":100,"title":["Channel Coding in the Presence of Side Information"],"prefix":"10.1108","volume":"4","author":[{"given":"Guy","family":"Keshet","sequence":"first","affiliation":[{"name":"TraceSpan Communications Ltd. , P.O. Box 2444, 10 Hayetzira St., Ra\u2019anana 43663,","place":["Israel"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yossef","family":"Steinberg","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, Technion \u2014 Israel Institute of Technology , Haifa 32000,","place":["Israel"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Neri","family":"Merhav","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, Technion \u2014 Israel Institute of Technology , Haifa 32000,","place":["Israel"]}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"140","published-online":{"date-parts":[[2008,6,25]]},"reference":[{"issue":"5","key":"2026032712072703000_ref001","doi-asserted-by":"crossref","first-page":"621","DOI":"10.1109\/TIT.1986.1057222","article-title":"Arbitrarily varying channels with states sequence known to the 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