Hidden markov models for packet-level errors in bursty digital wireless channels

Omar S. Salih; Cheng Xiang Wang; David I. Laurenson; Yejun He

doi:10.1109/LAPC.2009.5352446

Hidden markov models for packet-level errors in bursty digital wireless channels

Omar S. Salih, Cheng Xiang Wang, David I. Laurenson, Yejun He

School of Engineering & Physical Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Citations (Scopus)

Abstract

Packct-lcvcl generative models arc designed to be employed for evaluating and designing high layer wireless communications protocols. The significance of these models arises from their ability to replace the entire physical communication layer, hence reducing the time and complexity of wireless system simulations. In this paper, an enhanced general packet radio service (EGPRS) transmission system is utilized to obtain reference bursty packet error sequences. We then propose a new hidden Markov model with two processes to generate packet error sequences of any desired length. The attained burst error statistics demonstrate a satisfactory performance compared to those of reference packet error sequences. © 2009 IEEE.

Original language	English
Title of host publication	Loughborough Antennas and Propagation Conference, LAPC 2009 - Conference Proceedings
Pages	385-388
Number of pages	4
DOIs	https://doi.org/10.1109/LAPC.2009.5352446
Publication status	Published - 8 Dec 2009
Event	Loughborough Antennas and Propagation Conference, LAPC 2009 - Loughborough, United Kingdom Duration: 16 Nov 2009 → 17 Nov 2009

Conference

Conference	Loughborough Antennas and Propagation Conference, LAPC 2009
Country/Territory	United Kingdom
City	Loughborough
Period	16/11/09 → 17/11/09

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10.1109/LAPC.2009.5352446

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title = "Hidden markov models for packet-level errors in bursty digital wireless channels",

abstract = "Packct-lcvcl generative models arc designed to be employed for evaluating and designing high layer wireless communications protocols. The significance of these models arises from their ability to replace the entire physical communication layer, hence reducing the time and complexity of wireless system simulations. In this paper, an enhanced general packet radio service (EGPRS) transmission system is utilized to obtain reference bursty packet error sequences. We then propose a new hidden Markov model with two processes to generate packet error sequences of any desired length. The attained burst error statistics demonstrate a satisfactory performance compared to those of reference packet error sequences. {\textcopyright} 2009 IEEE.",

author = "Salih, {Omar S.} and Wang, {Cheng Xiang} and Laurenson, {David I.} and Yejun He",

year = "2009",

month = dec,

day = "8",

doi = "10.1109/LAPC.2009.5352446",

language = "English",

isbn = "9781424427208",

pages = "385--388",

booktitle = "Loughborough Antennas and Propagation Conference, LAPC 2009 - Conference Proceedings",

note = "Loughborough Antennas and Propagation Conference, LAPC 2009 ; Conference date: 16-11-2009 Through 17-11-2009",

}

Salih, OS, Wang, CX, Laurenson, DI & He, Y 2009, Hidden markov models for packet-level errors in bursty digital wireless channels. in Loughborough Antennas and Propagation Conference, LAPC 2009 - Conference Proceedings. pp. 385-388, Loughborough Antennas and Propagation Conference, LAPC 2009, Loughborough, United Kingdom, 16/11/09. https://doi.org/10.1109/LAPC.2009.5352446

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T1 - Hidden markov models for packet-level errors in bursty digital wireless channels

AU - Salih, Omar S.

AU - Wang, Cheng Xiang

AU - Laurenson, David I.

AU - He, Yejun

PY - 2009/12/8

Y1 - 2009/12/8

N2 - Packct-lcvcl generative models arc designed to be employed for evaluating and designing high layer wireless communications protocols. The significance of these models arises from their ability to replace the entire physical communication layer, hence reducing the time and complexity of wireless system simulations. In this paper, an enhanced general packet radio service (EGPRS) transmission system is utilized to obtain reference bursty packet error sequences. We then propose a new hidden Markov model with two processes to generate packet error sequences of any desired length. The attained burst error statistics demonstrate a satisfactory performance compared to those of reference packet error sequences. © 2009 IEEE.

AB - Packct-lcvcl generative models arc designed to be employed for evaluating and designing high layer wireless communications protocols. The significance of these models arises from their ability to replace the entire physical communication layer, hence reducing the time and complexity of wireless system simulations. In this paper, an enhanced general packet radio service (EGPRS) transmission system is utilized to obtain reference bursty packet error sequences. We then propose a new hidden Markov model with two processes to generate packet error sequences of any desired length. The attained burst error statistics demonstrate a satisfactory performance compared to those of reference packet error sequences. © 2009 IEEE.

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U2 - 10.1109/LAPC.2009.5352446

DO - 10.1109/LAPC.2009.5352446

M3 - Conference contribution

SN - 9781424427208

SP - 385

EP - 388

BT - Loughborough Antennas and Propagation Conference, LAPC 2009 - Conference Proceedings

T2 - Loughborough Antennas and Propagation Conference, LAPC 2009

Y2 - 16 November 2009 through 17 November 2009

ER -

Hidden markov models for packet-level errors in bursty digital wireless channels

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