Gaussian arbitrarily varying channels
The {\em arbitrarily varying channel} (AVC) can be interpreted as a model of a channel jammed by an intelligent and unpredictable adversary. We investigate the asymptotic reliability of optimal random block codes on Gaussian arbitrarily varying channels (GAVC's). A GAVC is a discrete-time memor...
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Published in | IEEE transactions on information theory Vol. 33; no. 2; pp. 267 - 284 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
New York, NY
IEEE
01.03.1987
Institute of Electrical and Electronics Engineers |
Subjects | |
Online Access | Get full text |
ISSN | 0018-9448 1557-9654 |
DOI | 10.1109/TIT.1987.1057288 |
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Abstract | The {\em arbitrarily varying channel} (AVC) can be interpreted as a model of a channel jammed by an intelligent and unpredictable adversary. We investigate the asymptotic reliability of optimal random block codes on Gaussian arbitrarily varying channels (GAVC's). A GAVC is a discrete-time memoryless Gaussian channel with input power constraint P_{T} and noise power N_{e} , which is further corrupted by an additive "jamming signal." The statistics of this signal are unknown and may be arbitrary, except that they are subject to a power constraint P_{J} . We distinguish between two types of power constraints: {\em peak} and {\em average.} For peak constraints on the input power and the jamming power we show that the GAVC has a random coding capacity. For the remaining cases in which either the transmitter or the jammer or both are subject to average power constraints, no capacities exist and only \lambda -capacities are found. The asymptotic error probability suffered by optimal random codes in these cases is determined. Our results suggest that if the jammer is subject only to an average power constraint, reliable communication is impossible at any positive code rate. |
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AbstractList | The {em arbitrarily varying channel} (AVC) can be interpreted as a model of a channel jammed by an intelligent and unpredictable adversary. We investigate the asymptotic reliability of optimal random block codes on Gaussian arbitrarily varying channels (GAVC's). A GAVC is a discrete-time memoryless Gaussian channel with input power constraintPUL{T}and noise powerNUL{e}, which is further corrupted by an additive "jamming signal." The statistics of this signal are unknown and may be arbitrary, except that they are subject to a power constraintPUL{J}. We distinguish between two types of power constraints: {em peak} and {em average.} For peak constraints on the input power and the jamming power we show that the GAVC has a random coding capacity. For the remaining cases in which either the transmitter or the jammer or both are subject to average power constraints, no capacities exist and onlylambda-capacities are found. The asymptotic error probability suffered by optimal random codes in these cases is determined. Our results suggest that if the jammer is subject only to an average power constraint, reliable communication is impossible at any positive code rate. The {\em arbitrarily varying channel} (AVC) can be interpreted as a model of a channel jammed by an intelligent and unpredictable adversary. We investigate the asymptotic reliability of optimal random block codes on Gaussian arbitrarily varying channels (GAVC's). A GAVC is a discrete-time memoryless Gaussian channel with input power constraint P_{T} and noise power N_{e} , which is further corrupted by an additive "jamming signal." The statistics of this signal are unknown and may be arbitrary, except that they are subject to a power constraint P_{J} . We distinguish between two types of power constraints: {\em peak} and {\em average.} For peak constraints on the input power and the jamming power we show that the GAVC has a random coding capacity. For the remaining cases in which either the transmitter or the jammer or both are subject to average power constraints, no capacities exist and only \lambda -capacities are found. The asymptotic error probability suffered by optimal random codes in these cases is determined. Our results suggest that if the jammer is subject only to an average power constraint, reliable communication is impossible at any positive code rate. |
Author | Hughes, B. Narayan, P. |
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Cites_doi | 10.1109/TIT.1973.1055007 10.1109/TIT.1962.1057672 10.1109/TIT.1965.1053730 10.1007/978-3-642-66822-7 10.1109/MILCOM.1983.4794651 10.1109/TIT.1962.1057774 10.1002/j.1538-7305.1959.tb03905.x 10.1214/aoms/1177705783 10.1137/0323011 10.1007/BF00533053 10.1287/moor.5.2.161 |
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Keywords | Transmission channel Time variable channel Gaussian channel |
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References | csisz r (ref12) 1981 ref14 billingsley (ref6) 1979 ref11 ref10 ref21 dobrushin (ref13) 1959; 4 mceliece (ref17) 1981 ref2 ahlswede (ref1) 1971 blackwell (ref9) 1954 ref19 ref18 simon (ref20) 1985; 1 ref8 houston (ref15) 1975 ref7 hughes (ref16) 1985 (ref4) 0 ref3 ref5 |
References_xml | – year: 1985 ident: ref16 article-title: Interleaving and channels with unknown memory publication-title: Conf Information Sciences and Systems – ident: ref3 doi: 10.1109/TIT.1973.1055007 – start-page: 45.3.1 year: 1981 ident: ref17 article-title: An information-theoretic study of communication in the presence of jamming publication-title: Proc IEEE Int Conf Communications – volume: 4 start-page: 1951 year: 1959 ident: ref13 article-title: Optimal information transmission over a channel with unknown parameters publication-title: Radiotekh Elektron – year: 0 ident: ref4 – ident: ref8 doi: 10.1109/TIT.1962.1057672 – ident: ref14 doi: 10.1109/TIT.1965.1053730 – year: 1954 ident: ref9 publication-title: Theory of Games and Statistical Decisions – volume: 1 year: 1985 ident: ref20 publication-title: Spread-Spectrum Communications – year: 1981 ident: ref12 publication-title: Information Theory Coding Theorems for Discrete Memoryless Systems – ident: ref21 doi: 10.1007/978-3-642-66822-7 – ident: ref18 doi: 10.1109/MILCOM.1983.4794651 – ident: ref7 doi: 10.1109/TIT.1962.1057774 – start-page: 51 year: 1975 ident: ref15 article-title: Modulation techniques for communication, part 1: Tone and noise jamming performance of spread-spectrum M-ary FSK and 2,4-ary DPSK waveforms publication-title: Proc IEEE National Aeronautics and Electronics Conf (NAECON) – ident: ref19 doi: 10.1002/j.1538-7305.1959.tb03905.x – start-page: 13 year: 1971 ident: ref1 article-title: The capacity of a channel with arbitrarily varying Gaussian channel probability functions publication-title: Trans 6th Prague Conf Information Theory Statistical Decision Functions and Random Processes – ident: ref10 doi: 10.1214/aoms/1177705783 – ident: ref11 doi: 10.1137/0323011 – ident: ref2 doi: 10.1007/BF00533053 – year: 1979 ident: ref6 publication-title: Probability and Measure – ident: ref5 doi: 10.1287/moor.5.2.161 |
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Snippet | The {\em arbitrarily varying channel} (AVC) can be interpreted as a model of a channel jammed by an intelligent and unpredictable adversary. We investigate the... The {em arbitrarily varying channel} (AVC) can be interpreted as a model of a channel jammed by an intelligent and unpredictable adversary. We investigate the... |
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SubjectTerms | Applied sciences Block codes Codes Electrical engineering Encoding Error probability Exact sciences and technology Ions Jamming Random variables Receivers Systems, networks and services of telecommunications Telecommunications Telecommunications and information theory Transmission and modulation (techniques and equipments) Transmitters |
Title | Gaussian arbitrarily varying channels |
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