Stochastic gradient optimization of importance sampling for the efficient simulation of digital communication systems

W.A. Al-Qaq; M. Devetsikiotis; J.-K. Townsend

doi:10.1109/26.477500

Stochastic gradient optimization of importance sampling for the efficient simulation of digital communication systems

IEEE Transactions on Communications ◽

10.1109/26.477500 ◽

1995 ◽

Vol 43 (12) ◽

pp. 2975-2985 ◽

Cited By ~ 23

Author(s):

W.A. Al-Qaq ◽

M. Devetsikiotis ◽

J.-K. Townsend

Keyword(s):

Importance Sampling ◽

Communication Systems ◽

Digital Communication ◽

Stochastic Gradient ◽

Efficient Simulation ◽

Gradient Optimization ◽

Digital Communication Systems

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Improved importance sampling technique for efficient simulation of digital communication systems

IEEE Journal on Selected Areas in Communications ◽

10.1109/49.192731 ◽

1988 ◽

Vol 6 (1) ◽

pp. 67-75 ◽

Cited By ~ 140

Author(s):

D. Lu ◽

K. Yao

Keyword(s):

Importance Sampling ◽

Communication Systems ◽

Digital Communication ◽

Sampling Technique ◽

Efficient Simulation ◽

Importance Sampling Technique ◽

Digital Communication Systems

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A stochastic importance sampling methodology for the efficient simulation of digital communication systems with RLS adaptive equalisers

Proceedings of ICC/SUPERCOMM'94 - 1994 International Conference on Communications ◽

10.1109/icc.1994.368776 ◽

2002 ◽

Author(s):

W.A. Al-Qaq ◽

J.K. Townsend

Keyword(s):

Importance Sampling ◽

Communication Systems ◽

Digital Communication ◽

Sampling Methodology ◽

Efficient Simulation ◽

Digital Communication Systems

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BER simulation of digital communication systems with intersymbol interference and non-Gaussian noise using improved importance sampling

MILCOM 91 - Conference record ◽

10.1109/milcom.1991.258253 ◽

2002 ◽

Cited By ~ 1

Author(s):

D. Lu ◽

J. Baprawski ◽

K. Yao

Keyword(s):

Importance Sampling ◽

Gaussian Noise ◽

Communication Systems ◽

Digital Communication ◽

Intersymbol Interference ◽

Non Gaussian ◽

Digital Communication Systems

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Estimation variance bounds of importance sampling simulations in digital communication systems

IEEE Transactions on Communications ◽

10.1109/26.103032 ◽

1991 ◽

Vol 39 (10) ◽

pp. 1413-1417 ◽

Cited By ~ 18

Author(s):

D. Lu ◽

K. Yao

Keyword(s):

Importance Sampling ◽

Communication Systems ◽

Digital Communication ◽

Estimation Variance ◽

Variance Bounds ◽

Digital Communication Systems

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Importance sampling techniques for estimating the bit error rate in digital communication systems

Journal of the Chinese Institute of Industrial Engineers ◽

10.1080/10170660903507220 ◽

2010 ◽

Vol 27 (1) ◽

pp. 1-14 ◽

Cited By ~ 2

Author(s):

Whey-Ming Song ◽

Wen-Chi Chiu ◽

Sin-Long Liu ◽

David Goldsman

Keyword(s):

Importance Sampling ◽

Bit Error Rate ◽

Error Rate ◽

Communication Systems ◽

Digital Communication ◽

Sampling Techniques ◽

Importance Sampling Techniques ◽

Digital Communication Systems

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On the Application of Importance Sampling to BER Estimation in the Simulation of Digital Communication Systems

IRE Transactions on Communications Systems ◽

10.1109/tcom.1987.1096695 ◽

1987 ◽

Vol 35 (11) ◽

pp. 1231-1233 ◽

Cited By ~ 18

Author(s):

Qiang Wang ◽

V. Bhargava

Keyword(s):

Importance Sampling ◽

Communication Systems ◽

Digital Communication ◽

Digital Communication Systems

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Efficient simulation of multi-carrier digital communication systems in nonlinear channel environments

MILCOM 92 Conference Record ◽

10.1109/milcom.1992.244061 ◽

2003 ◽

Author(s):

K.W. Schneider ◽

W.H. Tranter

Keyword(s):

Communication Systems ◽

Digital Communication ◽

Efficient Simulation ◽

Digital Communication Systems

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Efficient simulation of multicarrier digital communication systems in nonlinear channel environments

IEEE Journal on Selected Areas in Communications ◽

10.1109/49.219548 ◽

1993 ◽

Vol 11 (3) ◽

pp. 328-339 ◽

Cited By ~ 10

Author(s):

K.W. Schneider ◽

W.H. Tranter

Keyword(s):

Communication Systems ◽

Digital Communication ◽

Efficient Simulation ◽

Digital Communication Systems

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On the use of improved importance sampling (IIS) in the simulation of digital communication systems

Proceedings of GLOBECOM '93. IEEE Global Telecommunications Conference ◽

10.1109/glocom.1993.318445 ◽

2002 ◽

Author(s):

J.S. Stadler ◽

S. Roy

Keyword(s):

Importance Sampling ◽

Communication Systems ◽

Digital Communication ◽

Digital Communication Systems

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Simulation of digital communication systems using a stochastically optimised importance sampling technique

Proceedings of GLOBECOM '93. IEEE Global Telecommunications Conference ◽

10.1109/glocom.1993.318363 ◽

2002 ◽

Cited By ~ 5

Author(s):

W.A. Al-Qaq ◽

M. Devetsikiotis ◽

J.K. Townsend

Keyword(s):

Importance Sampling ◽

Communication Systems ◽

Digital Communication ◽

Sampling Technique ◽

Importance Sampling Technique ◽

Digital Communication Systems

Download Full-text